Automated. Curated. Ranked.
Model Context Protocol (MCP) servers, clients, and frameworks — the open standard for connecting AI assistants to external data sources and tools. This awesome list is automatically maintained with daily GitHub API updates. Projects are re-ranked daily based on current activity metrics.
Daily process: Merge community PRs → Scan repos → Filter stale projects → Recalculate scores → Rebuild list
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- oraios/serena — Semantic code retrieval and editing toolkit ☆
28,309 - zilliztech/claude-context — Code search for Claude Code agents ☆
12,425 - CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆
4,106 - ezyang/codemcp — Coding assistant MCP for Claude Desktop ☆
1,608 - ref-tools/ref-tools-mcp — Reference tools for coding agents ☆
1,154 - SDGLBL/mcp-claude-code — MCP implementation of Claude Code capabilities and more ☆
304 - stippi/code-assistant — LLM-powered autonomous coding assistant ☆
179 - lamemind/mcp-server-multiverse — MCP server for multiverse context management ☆
81 - wende/cicada — AI Coders search blindly. Be their guide. ☆
41 - gabrielmaialva33/winx-code-agent — MCP-powered code agent for development ☆
33 - josephsenior/Grinta-Coding-Agent — Local-first resilient terminal coding agent with MCP client support ☆
29 - x51xxx/codex-mcp-tool — Claude/Cursor to Codex CLI bridge with multi-turn sessions ☆
23 - VertexStudio/developer — File editing, shell execution, screen capture ☆
21
- ttommyth/interactive-mcp — Interactive MCP server for human-in-the-loop AI ☆
351 - gotohuman/gotohuman-mcp-server — Human approvals for AI agentic workflows ☆
52 - RapidataAI/human-use — Enable AI to ask anyone anything ☆
73 - nazar256/user-prompt-mcp — User input requests for Cursor ☆
21
- rinadelph/Agent-MCP — Multi-agent AI collaboration framework ☆
1,274 - roboticforce/sugar — Persistent memory for AI coding agents. Local-first, cross-session context, global knowledge, and optional autonomous task execution. ☆
93
- PV-Bhat/vibe-check-mcp-server — Mentor-like feedback tool preventing AI over-engineering ☆
502 - ooples/token-optimizer-mcp — Token optimization with caching and compression ☆
488 - Rai220/think-mcp — MCP Server for reasoning ☆
106 - hyperb1iss/lucidity-mcp — MCP server for enhanced AI clarity and reasoning ☆
89 - YuChenSSR/multi-ai-advisor-mcp — council of models for decision ☆
86 - nikkoxgonzales/crash-mcp — Structured reasoning with step validation ☆
72 - gwbischof/free-will-mcp — Experimental AI self-prompting MCP server ☆
37 - ejentum/ejentum-mcp — Reasoning harness exposing four agentic tools (reasoning, code, anti-deception, memory) the agent calls during its loop ☆
16 - aquarius-wing/actor-critic-thinking-mcp — Dual-perspective thinking analysis server ☆
32 - vasayxtx/mcp-prompt-engine — MCP Prompt Engine ☆
18 - abhinav-mangla/inner-monologue-mcp — Inner Monologue MCP Server ☆
17 - abhinav-mangla/think-tool-mcp — MCP Think Tool Server ☆
16
- vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆
20,769 - basicmachines-co/basic-memory — AI conversations that remember context ☆
3,694 - agentic-box/memora — Persistent shared memories in SQLite ☆
673 - MaxFreedomPollard/Compartment — Offline encrypted vector memory, AEAD-encrypted vectors, no network ☆
592 - Beever-AI/beever-atlas — LLM Wiki memory for team chat (Slack, Discord, Teams) ☆
442 - gannonh/memento-mcp — Memento MCP: A Knowledge Graph Memory System for LLMs ☆
426 - CheMiguel23/MemoryMesh — MCP server for knowledge graph memory ☆
352 - pi22by7/In-Memoria — Persistent Intelligence Infrastructure for AI Agents ☆
170 - jean-technologies/jean-memory — AI memory with mem0 and graphiti ☆
170 - redleaves/context-keeper — Intelligent memory and context for AI agents ☆
154 - ukkit/memcord — MCP server for memory and context management ☆
71 - knowall-ai/mcp-neo4j-agent-memory — Memory management using Neo4j graphs ☆
71 - DrDroidLab/open-index — Structured context graphs with hybrid search and read/write MCP tools ☆
46 - peless/claude-thread-continuity — Save and restore project context ☆
64 - hungryrobot1/MCP-PIF — Personal intelligence framework in Haskell ☆
57 - Yuchen20/Memory-Plus — Enhanced persistent memory management ☆
56 - skydeckai/mcp-server-rememberizer — An MCP Server to enable global access to Rememberizer ☆
35 - mnemoverse/mcp-memory-server — Hosted memory that reranks and fades by recency ☆
20 - JamesANZ/memory-mcp — A simple MCP server that stores and retrieves memories from multiple LLMs. ☆
20 - unibaseio/membase-mcp — Decentralized memory layer for AI agents ☆
24 - ssmirnovpro/extended-memory-mcp — Cross-session persistent memory for Claude Desktop ☆
17 - hubertciebiada/context-crystallizer — Large repos into AI-consumable knowledge for agents ☆
17
- apecloud/ApeRAG — Production GraphRAG with multi-modal ☆
1,301 - Minima-AI-Inc/minima — On-premises conversational RAG with configurable containers ☆
1,049 - GreatScottyMac/context-portal — Memory bank MCP with knowledge graph ☆
764 - shinpr/mcp-local-rag — MCP server for local RAG operations ☆
369 - graphlit/graphlit-mcp-server — Model Context Protocol (MCP) Server for Graphlit Platform ☆
380 - hannesrudolph/mcp-ragdocs — MCP server for RAG document retrieval ☆
265 - needle-ai/needle-mcp — Needle MCP Server for easy RAG.Long-term memory for LLMs. ☆
102 - ragieai/ragie-mcp-server — Ragie Model Context Protocol Server ☆
91 - pinecone-io/assistant-mcp — Pinecone Assistant MCP server ☆
45 - vectara/vectara-mcp — Open source MCP server for Vectara ☆
29 - nonatofabio/local_faiss_mcp — Local FAISS MCP - semantic search for Claude/Copilot ☆
33 - agentset-ai/mcp-server — Agentset MCP Server - Build RAG with Agentic superpowers ☆
30 - renl/mcp-rag-local — Local RAG with Ollama embeddings and ChromaDB ☆
18
- Kiln-AI/Kiln — Build AI systems with Evals, RAG, Agents, fine-tuning ☆
5,029 - paiml/paiml-mcp-agent-toolkit — Pragmatic AI Labs toolkit for deterministic agents ☆
163 - IBM/wxflows — watsonx.ai Flows AI app tutorials ☆
119 - TheRaLabs/legion-mcp — MCP server for Legion AI platform ☆
94 - PromptExecution/just-mcp — mcp server for just ☆
54 - ai-1st/deepview-mcp — MCP server for DeepView AI analysis ☆
65 - atlanhq/agent-toolkit — Atlan AI Agent Toolkit ☆
32 - StitchAI/stitch-ai-mcp — Decentralized Knowledge Hub for AI ☆
39 - DumplingAI/mcp-server-dumplingai — MCP (Model Context Protocol) server for Dumpling AI ☆
31 - PV-Bhat/gemsuite-mcp — MCP server for GemSuite tools ☆
30 - sequa-ai/sequa-mcp — MCP server for Sequa AI platform ☆
21
- mindsdb/mindshub — Query Engine for AI Analytics - self-reasoning agents on live data ☆
39,618 - metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆
2,614 - mcpjungle/MCPJungle — One place to manage & connect to all your MCP servers ☆
1,220 - 1mcp-app/agent — Unified MCP server aggregator ☆
486 - K-Dense-AI/claude-skills-mcp — Claude Agent Skills vector search ☆
397 - OldJii/mcp-dock — Desktop MCP manager for 14 AI clients with 9200+ servers and 3100+ skills ☆
225 - sitbon/magg — Magg: The MCP Aggregator ☆
142 - wanaku-ai/wanaku — Wanaku MCP Router ☆
133 - badkk/awesome-crypto-mcp-servers — A collection of crypto MCP servers. ☆
143 - askbudi/roundtable — Zero-config MCP unifying multiple AI coding assistants ☆
122 - portel-dev/ncp — Natural Context Provider with smart MCP tool loading ☆
98 - nguyenvanduocit/all-in-one-model-context-protocol — GitLab, Jira, Confluence, YouTube ☆
106 - VeriTeknik/pluggedin-mcp — Plugged.in MCP Server manages all your other MCPs in one MCP. ☆
51 - bh-rat/context-awesome — awesome-lists now available as CLI & MCP server for your agent. ☆
57 - waystation-ai/mcp — No-code secure MCP integration hub ☆
61 - hamidra/yamcp — Local MCP workspace organization ☆
66 - gotoolkits/mcp-difyworkflow-server — MCP server for Dify workflow invocation ☆
61 - membranehq/mcp-server — MCP Server for Membrane ☆
38 - wojtyniak/mcp-mcp — Meta-MCP for tool discovery and provisioning ☆
23 - nazar256/combine-mcp — MCP aggregator combining multiple servers into one interface ☆
34 - glenngillen/mcpmcp-server — MCP server aggregator and router ☆
35 - agree-able/room-mcp — Coordinate agents using rooms ☆
23
- apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆
17,012 - sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆
2,719 - stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆
2,027 - tbxark/mcp-proxy — Aggregate multiple MCP servers via HTTP ☆
717 - smart-mcp-proxy/mcpproxy-go — Supercharge AI Agents, Safely ☆
320 - ssut/Remote-MCP — Type-safe solution for remote MCP communication ☆
209 - HelpCode-ai/anythingmcp — Self-hosted source-available MCP gateway converting REST/SOAP/GraphQL/SQL APIs into MCP tools with 29 pre-built adapters and OAuth2 + RBAC + audit log ☆
178 - sxhxliang/mcp-access-point — Convert any web server to MCP instantly ☆
183 - toolprint/hypertool-mcp — Expose tools based on Agent Persona ☆
158 - VeriTeknik/pluggedin-mcp-proxy — Unified MCP proxy managing multiple MCPs ☆
135 - universal-mcp/universal-mcp — Middleware for API applications ☆
26 - pyroprompts/mcp-stdio-to-streamable-http-adapter — STDIO to Streamable HTTP proxy ☆
27 - nick1udwig/ws-mcp — MCP server with WebSocket transport ☆
21 - webrix-ai/secure-mcp-gateway — Secure OAuth gateway for MCP authentication ☆
20
- archestra-ai/archestra — Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator ☆
4,199 - metorial/metorial — Connect any AI model to 1200+ integrations (MCP, CLI, API) ☆
3,346 - chatmcp/mcpso — directory for Awesome MCP Servers ☆
2,102 - julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆
1,762 - jaw9c/awesome-remote-mcp-servers — Remote MCP Servers ☆
1,106 - boltmcp/boltmcp — Open standard and registry for converting web APIs into MCP servers ☆
369 - milisp/mcp-linker — Sync MCP configs across clients ☆
321 - liuyoshio/mcp-compass — MCP discovery and recommendation ☆
245 - integromat/make-mcp-server — Make MCP Server ☆
168 - juspay/neurolink — Universal AI platform with MCP and multi-provider support ☆
121 - Jeamee/MCPHub-Desktop — Desktop APP for Discover and Install MCP Servers ☆
150 - rust-mcp-stack/mcp-discovery — CLI for discovering MCP server capabilities ☆
85 - matthewdcage/cursor-mcp-installer — Install MCPs in Cursor from git URL ☆
77 - useparagon/paragon-mcp — Access 130+ SaaS integrations via ActionKit ☆
48 - VeyraX/veyrax-mcp — VeyraX unified tool access via single MCP ☆
49 - Data-Everything/mcp-server-templates — A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route requests through a single endpoint with load balancing, and support both deployed (HTTP) and local (stdio) transports — all with sensible defaults and YAML-based configs. ☆
21
- Skyvern-AI/skyvern — Automate browser based workflows with AI ☆
22,808 - nottelabs/notte — Framework to build web agents ☆
1,996 - desplega-ai/qa-use — Agent-first E2E testing CLI ☆
26 - imprvhub/mcp-browser-agent — MCP server for autonomous browser automation with Claude ☆
41
- BrowserMCP/mcp — Browser control for AI applications ☆
6,998 - kontext-security/browser-use-mcp-server — Browse the web, directly from Cursor etc. ☆
842 - onllm-dev/onUI — Browser extension and MCP server for annotation-first UI pair programming with AI agents ☆
94 - ndthanhdev/mcp-browser-kit — AI assistants interact with local browser ☆
54 - BB-fat/browser-use-rs — Rust-based browser automation MCP server ☆
42
- hyperbrowserai/mcp — A MCP server implementation for hyperbrowser ☆
789 - browserstack/mcp-server — BrowserStack's Official MCP Server ☆
150 - kernel/kernel-mcp-server — Secure cloud-browser automation on Kernel ☆
32
- ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆
49,506 - mozilla/firefox-devtools-mcp — MCP server for Firefox DevTools integration ☆
366 - eyalzh/browser-control-mcp — Browser control via extension for AI agents ☆
315
- microsoft/playwright-mcp — Playwright MCP server ☆
36,321 - executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆
5,632 - VikashLoomba/MCP-Server-Playwright — MCP server for browser automation using Playwright ☆
298 - blackwhite084/playwright-plus-python-mcp — Enhanced Playwright browser automation ☆
189 - kimtth/mcp-aoai-web-browsing — Azure OpenAI with Playwright browser control ☆
34
- wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆
9,364 - IBM/mcp-cli — Feature-rich CLI for interacting with MCP servers ☆
2,020 - classfang/ssh-mcp-server — SSH MCP server included in official repo ☆
790 - rusiaaman/wcgw — Shell and coding agent on mcp clients ☆
673 - tufantunc/ssh-mcp — SSH control for Linux servers ☆
642 - ferrislucas/iterm-mcp — iTerm command execution for REPL/CLI ☆
568 - baryhuang/mcp-remote-macos-use — AI agent for full Mac control ☆
487 - peakmojo/applescript-mcp — Execute AppleScript for Mac control ☆
460 - wong2/mcp-cli — A CLI inspector for the Model Context Protocol ☆
444 - domdomegg/computer-use-mcp — Full computer control for AI models ☆
349 - claude-did-this/MCPControl — MCP server for Windows OS automation ☆
331 - nickgnd/tmux-mcp — A MCP server for our beloved terminal multiplexer tmux. ☆
298 - g0t4/mcp-server-commands — MCP server to run commands (runProcess tool) ☆
231 - tumf/mcp-shell-server — Shell execution with whitelisted commands ☆
189 - dvcrn/mcp-server-siri-shortcuts — MCP for calling Siri Shorcuts from LLMs ☆
192 - AB498/computer-control-mcp — Mouse, keyboard, OCR via PyAutoGUI ☆
159 - MladenSU/cli-mcp-server — CLI with secure execution and custom policies ☆
177 - sonirico/mcp-shell — Secure, auditable shell commands for AI ☆
98 - automateyournetwork/pyATS_MCP — An MCP Server for pyATS (experimental) ☆
80 - inercia/MCPShell — Use shell scripts as MCP tools ☆
70 - NakaokaRei/swift-mcp-gui — Keyboard and mouse control on macOS ☆
62 - ooples/mcp-console-automation — MCP for AI-driven console automation and monitoring ☆
45 - nihalxkumar/arch-mcp — Arch Linux MCP (Model Context Protocol) Server ☆
53 - InsForge/insforge-mcp — MCP server for InsForge - full-stack builders for coding agents ☆
35 - maxim-saplin/mcp_safe_local_python_executor — Safe Python executor from smolagents ☆
46 - blakerouse/ssh-mcp — SSH MCP server that runs locally making it easy to manage hosts and perform commands across a group of hosts ☆
19 - PhialsBasement/CMD-MCP-Server — CMD command execution for Claude agents ☆
25 - aybelatchane/mcp-server-terminal — Terminal MCP Server - Model Context Protocol server for TUI/CLI automation with structured Terminal State Tree (TST) ☆
19 - erniebrodeur/mcp-grep — simple mcp server to wrap the local instance of grep. ☆
24 - Beer-Bears/scaffold — Structural RAG system for large codebases ☆
19 - OthmaneBlial/term_mcp_deepseek — A MCP‑like server using the DeepSeek API for Terminal ☆
17 - JoshuaRileyDev/mac-apps-launcher — Launch and manage macOS applications ☆
19
- ivnvxd/mcp-server-odoo — MCP server for Odoo ERP integration ☆
372 - GeLi2001/shopify-mcp — Shopify API for Claude and Cursor ☆
236 - smn2gnt/MCP-Salesforce — MCP Salesforce connector ☆
178 - tsmztech/mcp-server-salesforce — Salesforce MCP Server ☆
167 - baryhuang/mcp-hubspot — HubSpot CRM integration for AI assistants ☆
128 - augmnt/augments-mcp-server — MCP server for Augments AI platform ☆
127 - tomaspavlin/rohlik-mcp — Shop groceries on Rohlik Group platforms ☆
118 - mafzaal/d365fo-client — Client for Microsoft Dynamics 365 F&O ☆
38 - AiondaDotCom/mcp-salesforce — Complete MCP (Model Context Protocol) server for Salesforce integration with Claude Desktop. Provides seamless OAuth authentication, universal CRUD operations on any Salesforce object. ☆
17 - dsvantien/netsuite-mcp-server — This project is officially listed on the https://github.com/modelcontextprotocol/servers , which showcases community-built and verified MCP servers. ☆
20 - hmk/attio-mcp-server — Attio CRM records and notes management ☆
16
- awslabs/mcp — AWS MCP servers for AI assistants ☆
9,627 - alexei-led/cloud-mcp-server — AWS CLI in containerized environment ☆
185 - aarora79/aws-cost-explorer-mcp-server — MCP server for understanding AWS spend ☆
127 - rishikavikondala/mcp-server-aws — MCP server for AWS resource operations ☆
127 - aws-samples/sample-mcp-server-s3 — Retrieve PDFs and data from AWS S3 ☆
78 - localstack/localstack-mcp-server — LocalStack AWS emulation ☆
25 - baryhuang/mcp-server-aws-resources-python — Run boto3 code to manage AWS resources ☆
24 - trilogy-group/aws-pricing-mcp — AWS EC2 pricing search by CPU, RAM, network ☆
21
- cloudflare/mcp-server-cloudflare — Cloudflare services management ☆
4,098 - microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆
1,969 - TencentCloudBase/CloudBase-AI-Toolkit — Connect CloudBase to AI agents ☆
1,074 - GoogleCloudPlatform/cloud-run-mcp — MCP server to deploy apps to Cloud Run ☆
626 - babelcloud/gbox — AI control for Android, browser, desktop ☆
178 - aliyun/alibabacloud-devops-mcp-server — MCP server for Alibaba Yunxiao DevOps platform ☆
157 - aliyun/alibaba-cloud-ops-mcp-server — AlibabaCloud CloudOps MCP Server ☆
126 - dkruyt/mcp-hetzner — Hetzner Cloud management ☆
133 - heroku/heroku-mcp-server — Heroku Platform MCP Server using the Heroku CLI ☆
81 - vantage-sh/vantage-mcp-server — Fetch costs and usage from Vantage ☆
83 - aliyun/alibabacloud-dataworks-mcp-server — Alibaba Cloud DataWorks API integration ☆
50 - call518/MCP-OpenStack-Ops — MCP server providing OpenStack project management ☆
41 - aliyun/alibabacloud-hologres-mcp-server — MCP server for Alibaba Hologres data warehouse ☆
34 - aantti/mcp-netbird — Netbird network management ☆
57 - qiniu/qiniu-mcp-server — Qiniu Cloud storage, CDN, and media processing ☆
39 - redis/mcp-redis-cloud — MCP server for Redis Cloud database operations ☆
40 - pythonanywhere/pythonanywhere-mcp-server — ☆
17 - Azure-Samples/mcp — Samples and resources for Azure MCP ☆
41 - kestra-io/mcp-server-python — Python MCP for Kestra AI Agents ☆
31 - api7/apisix-mcp — APISIX gateway for LLM integration ☆
38 - pibblokto/cert-manager-mcp-server — MCP Server for cert-manager ☆
24 - liveblocks/liveblocks-mcp-server — MCP server for Liveblocks. ☆
17 - higress-group/higress-ops-mcp-server — Higress API gateway configuration management ☆
23 - alexbakers/mcp-ipfs — MCP IPFS Server ☆
21 - hardik-id/azure-resource-graph-mcp-server — Azure Resource Graph query interface ☆
18 - espressif/esp-rainmaker-mcp — ESP RainMaker MCP server ☆
17 - kocierik/consul-mcp-server — A consul MCP Server (modelcontextprotocol) ☆
18
- containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆
1,985 - Flux159/mcp-server-kubernetes — MCP Server for kubernetes management commands ☆
1,570 - rohitg00/kubectl-mcp-server — Kubernetes cluster chat with Claude/Cursor ☆
954 - weibaohui/k8m — Mini Kubernetes AI Dashboard ☆
872 - strowk/mcp-k8s-go — Go-based Kubernetes connection ☆
386 - vfarcic/dot-ai — Deploy apps to any Kubernetes cluster ☆
335 - portainer/portainer-mcp — Portainer container management ☆
220 - alexei-led/k8s-mcp-server — Kubernetes cluster management ☆
213 - reza-gholizade/k8s-mcp-server — Kubernetes cluster management ☆
178 - weibaohui/kom — Kubernetes SDK wrapping kubectl ☆
149 - silenceper/mcp-k8s — Kubernetes cluster interaction ☆
150 - kubestellar/console — AI-powered multi-cluster Kubernetes dashboard with MCP server (kc-agent) for natural language operations ☆
127 - StacklokLabs/mkp — MKP Kubernetes MCP server ☆
59 - cyclops-ui/mcp-cyclops — Cyclops Kubernetes management ☆
30 - wenhuwang/mcp-k8s-eye — Kubernetes diagnosis and management ☆
28 - kubesphere/ks-mcp-server — ☆
16
- hashicorp/terraform-mcp-server — Terraform ecosystem integration for AI ☆
1,510 - nwiizo/tfmcp — Terraform AI-assisted infrastructure ☆
371 - 1Panel-dev/mcp-1panel — MCP server for 1Panel management ☆
164 - kocierik/mcp-nomad — A nomad MCP Server (modelcontextprotocol) ☆
58 - bright8192/esxi-mcp-server — MCP server for VMware ESXi management ☆
64 - jokemanfire/mcp-containerd — Use mcp to manage containerd(developing) ☆
53 - openstack-kr/python-openstackmcp-server — openstack mcp server ☆
20 - severity1/terraform-cloud-mcp — Terraform Cloud API integration ☆
23
- mattt/iMCP — Access Messages, Contacts, Reminders on Mac ☆
1,526 - carterlasalle/mac_messages_mcp — MCP server for secure iMessage database access on macOS ☆
318 - hannesrudolph/imessage-query-fastmcp-mcp-server — Safe iMessage database queries ☆
79 - wyattjoh/imessage-mcp — iMessage data reading from macOS ☆
29
- elie222/inbox-zero — AI email assistant for inbox zero ☆
12,050 - MadLlama25/fastmail-mcp — Access to Fastmail API for AI assistants ☆
124 - ZilongXue/claude-post — Email management via natural language ☆
114 - mailtrap/mailtrap-mcp — Official mailtrap.io MCP server ☆
64 - mailgun/mailgun-mcp-server — Mailgun API integration ☆
58 - Shy2593666979/mcp-server-email — Email with attachments for Gmail, Outlook, QQ ☆
80 - egyptianego17/email-mcp-server — Send emails with attachments via SMTP ☆
28
- lharries/whatsapp-mcp — WhatsApp MCP server ☆
6,178 - chigwell/telegram-mcp — MCP server for Telegram messaging ☆
1,482 - line/line-bot-mcp-server — LINE Messaging API for AI agents ☆
770 - chaindead/telegram-mcp — Telegram dialogs, messages, drafts, statuses ☆
343 - areweai/tsgram-mcp — Telegram for local Claude Code debug ☆
91 - ztxtxwd/open-feishu-mcp-server — Feishu/Lark OAuth and document management ☆
85 - pubnub/pubnub-mcp-server — PubNub Model Context Protocol Server ☆
32 - mjknowles/matrix-mcp-server — Matrix server integration and chat ☆
51 - DLHellMe/telegram-mcp-server — Scrape and analyze Telegram content ☆
32
- gitmotion/ntfy-me-mcp — MCP server for ntfy push notifications ☆
72 - infobip/mcp — Infobip Remote MCP Servers Documentation ☆
33 - Cactusinhand/mcp_server_notify — Send system notification when Agent task is done. ☆
54 - teddyzxcv/ntfy-mcp — MCP server for ntfy push notifications ☆
44 - AshikNesin/pushover-mcp — A MCP implementation for sending notifications via Pushover ☆
42 - aahl/mcp-notify — Notify to Weixin, Telegram, Bark, Lark, DingTalk ☆
29
- korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆
1,790 - chatmcp/mcp-server-chatsum — Query and Summarize your chat messages. ☆
1,030 - joinly-ai/joinly — Make your meetings accessible to AI Agents ☆
563 - SaseQ/discord-mcp — MCP server for Discord integration ☆
456 - v-3/discordmcp — Discord MCP Server for Claude Integration ☆
225 - discourse/discourse-mcp — MCP client for Discourse sites ☆
70 - zencoderai/slack-mcp-server — Slack workspace interaction and messaging ☆
75 - jagan-shanmugam/mattermost-mcp-host — Mattermost integration with LangGraph agent ☆
34
- gerkensm/callcenter.js-mcp — Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI ☆
24
- MigoXLab/dingo — AI data, model, app quality evaluation ☆
737 - evalstate/mcp-hfspace — HuggingFace Spaces integration ☆
388 - YanxingLiu/dify-mcp-server — Model Context Protocol (MCP) Server for dify workflows ☆
280 - 0xshellming/mcp-summarizer — MCP Server for AI Summarization ☆
165 - ChronulusAI/chronulus-mcp — Chronulus AI forecasting and prediction agents ☆
111 - optuna/optuna-mcp — Optuna hyperparameter optimization ☆
84 - zenml-io/mcp-zenml — ZenML MLOps platform connection ☆
49 - kumo-ai/kumo-rfm-mcp — MCP server to query KumoRFM in your agentic flows ☆
34 - arrismo/kaggle-mcp — MCP server for Kaggle ☆
39 - HumanSignal/label-studio-mcp-server — MCP server for Label Studio data labeling ☆
34 - privetin/dataset-viewer — MCP server for Hugging Face dataset viewer ☆
31
- YangLiangwei/PersonalizationMCP — Personal data hub for AI from Steam, YouTube, Bilibili ☆
58 - anshumax/world_bank_mcp_server — World Bank open data API ☆
50 - explorium-ai/mcp-explorium — Explorium B2B Data - MCP Server ☆
21
- reading-plus-ai/mcp-server-data-exploration — Interactive CSV data exploration ☆
544 - kdqed/zaturn — Data Analysis With Vibes ☆
75 - santoshray02/csv-editor — AI-powered CSV data manipulation and analysis ☆
24 - brightlikethelight/networkx-mcp-server — First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration ☆
20
- dbt-labs/dbt-mcp — A MCP (Model Context Protocol) server for interacting with dbt. ☆
598 - kubeflow/mcp-apache-spark-history-server — Apache Spark History Server bridge ☆
189 - microsoft/fabric-rti-mcp — Fabric Real-Time Intelligence server ☆
129 - acryldata/mcp-server-datahub — Official MCP server for DataHub ☆
78 - keboola/mcp-server — Model Context Protocol (MCP) Server for the Keboola Platform ☆
86 - thoughtspot/mcp-server — The ThoughtSpot MCP Server ☆
33 - aywengo/kafka-schema-reg-mcp — Kafka Schema Registry management ☆
32 - RafaelCartenet/mcp-databricks-server — AI agents interact with Databricks ☆
42 - JordiNeil/mcp-databricks-server — MCP Server for Databricks ☆
50 - growthbook/growthbook-mcp — GrowthBook flags and experiments ☆
23 - IBM/data-intelligence-mcp-server — data-intelligence-mcp-server is a centralized Model Context Protocol (MCP) server that provides a unified gateway for exposing and managing MCP tools across microservices in the Watsonx Data Intelligence ecosystem ☆
19 - yangkyeongmo/mcp-server-openmetadata — OpenMetadata integration for data catalog ☆
24 - syucream/lightdash-mcp-server — Access to Lightdash analytics ☆
26 - mattijsdp/dbt-docs-mcp — dbt documentation interaction ☆
23 - yashshingvi/databricks-genie-MCP — ☆
17 - datumnova/ms-fabric-mcp — ☆
16
- datalayer/jupyter-mcp-server — Model Context Protocol (MCP) Server for Jupyter. ☆
1,250 - jjsantos01/jupyter-notebook-mcp — A Model Context Protocol (MCP) for Jupyter Notebook ☆
131 - phisanti/MCPR — AI agents in interactive R sessions ☆
26
- antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆
4,325 - hustcc/mcp-echarts — ECharts visual charts with AI ☆
259 - isaacwasserman/mcp-vegalite-server — MCP server for Vega-Lite data visualization ☆
100 - palewire/datawrapper-mcp — Create Datawrapper charts with AI ☆
48
- ClickHouse/mcp-clickhouse — Connect ClickHouse to your AI assistants. ☆
857 - motherduckdb/mcp-server-motherduck — Local MCP server for DuckDB and MotherDuck ☆
508 - Snowflake-Labs/mcp — Snowflake Cortex AI and SQL orchestration ☆
296 - isaacwasserman/mcp-snowflake-server — MCP server for Snowflake database queries ☆
185 - ktanaka101/mcp-server-duckdb — DuckDB database interaction ☆
178 - ergut/mcp-bigquery-server — MCP server for Google BigQuery integration ☆
146 - LucasHild/mcp-server-bigquery — Google BigQuery database access ☆
129 - pab1it0/adx-mcp-server — MCP server for Azure Data Explorer ☆
57 - aliyun/alibabacloud-adb-mysql-mcp-server — AnalyticDB for MySQL MCP Server ☆
32 - lishenxydlgzs/aws-athena-mcp — MCP server to run AWS Athena queries ☆
41 - iunera/druid-mcp-server — A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Druid clusters. Built with Spring Boot and Spring AI, this server enables seamless integration between AI assistants and Apache Druid through standardized MCP protocol. ☆
17 - startreedata/mcp-pinot — MCP Server for Apache Pinot ☆
16
- redis/mcp-redis — MCP server for Redis database operations ☆
596 - aliyun/alibabacloud-tablestore-mcp-server — MCP server for Alibaba Tablestore NoSQL ☆
157 - upstash/mcp-server — Upstash Model Context Server ☆
57
- instantdb/instant — Modern Firebase with real-time database ☆
10,393 - supabase/mcp — Connect Supabase to your AI assistants ☆
2,868 - alexander-zuev/supabase-mcp-server — MCP server for Supabase database and auth ☆
830 - neondatabase/mcp-server-neon — Neon Management API and databases ☆
624 - gannonh/firebase-mcp — Model Context Protocol (MCP) server for Firebase. ☆
248 - Aiven-Open/mcp-aiven — Model Context Protocol server for Aiven ☆
26 - JoshuaRileyDev/supabase-mcp-server — MCP server for Supabase database operations ☆
52 - niledatabase/nile-mcp-server — Nile Database tenants, users, auth for LLMs ☆
17
- neo4j-contrib/mcp-neo4j — Neo4j Labs Model Context Protocol servers ☆
979 - neo4j-contrib/gds-agent — Neo4j Graph Data Science tools ☆
96 - ravenwits/mcp-server-arangodb — ArangoDB database interaction ☆
47 - da-okazaki/mcp-neo4j-server — mcp-neo4j-server ☆
59 - FalkorDB/FalkorDB-MCPServer — Connect LLMs to FalkorDB ☆
39
- googleapis/mcp-toolbox — Open source database MCP toolbox ☆
16,227 - bytebase/dbhub — Token-efficient multi-database MCP ☆
3,383 - damms005/devdb-vscode — Zero-config VS Code database extension ☆
1,429 - centralmind/gateway — Universal database MCP for LLMs ☆
544 - runekaagaard/mcp-alchemy — MCP server for SQLAlchemy database operations ☆
417 - FreePeak/db-mcp-server — MCP server for database operations ☆
411 - executeautomation/mcp-database-server — Connect to SQLite, SQL Server, PostgreSQL ☆
379 - XGenerationLab/xiyan_mcp_server — Natural language database queries ☆
242 - s2-streamstore/s2-sdk-typescript — TypeScript SDK for S2, the durable streams API ☆
35 - schemacrawler/SchemaCrawler-AI-MCP-Server-Usage — How to use SchemaCrawler AI MCP Server ☆
28 - prisma/mcp — Prisma database workflows ☆
47 - fireproof-storage/mcp-database-server — Store and load JSON documents from LLM tool use ☆
31 - datastrato/mcp-server-gravitino — MCP server for Apache Gravitino ☆
23
- mongodb-js/mongodb-mcp-server — Connect to MongoDB and Atlas clusters ☆
1,103 - kiliczsh/mcp-mongo-server — A Model Context Protocol Server for MongoDB ☆
284 - furey/mongodb-lens — MongoDB Lens: Full Featured MCP Server for MongoDB Databases ☆
206 - QuantGeekDev/mongo-mcp — A mongo db server for the model context protocol (MCP) ☆
175 - datastax/astra-db-mcp — An MCP server for Astra DB workloads ☆
41 - couchbase/mcp-server-couchbase — Couchbase database cluster integration ☆
34
- crystaldba/postgres-mcp — Postgres with read/write access and performance ☆
3,209 - benborla/mcp-server-mysql — MCP server for MySQL database operations ☆
2,060 - designcomputer/mysql_mcp_server — Secure MySQL database interaction ☆
1,362 - subnetmarco/pgmcp — An MCP server to query any Postgres database in natural language. ☆
540 - apache/doris-mcp-server — Apache Doris MCP Server ☆
336 - wenb1n-dev/mysql_mcp_server_pro — Enhanced MySQL with anomaly analysis ☆
247 - MariaDB/mcp — MariaDB MCP (Model Context Protocol) server implementation ☆
190 - StarRocks/mcp-server-starrocks — StarRocks MCP (Model Context Protocol) Server ☆
184 - call518/MCP-PostgreSQL-Ops — PostgreSQL operations and monitoring ☆
161 - f4ww4z/mcp-mysql-server — A Model Context Protocol server for MySQL database operations ☆
168 - tuannvm/mcp-trino — High-performance Trino MCP in Go ☆
119 - oceanbase/awesome-oceanbase-mcp — MCP Server for OceanBase database and its tools ☆
108 - jparkerweb/mcp-sqlite — Comprehensive SQLite interaction ☆
126 - hannesrudolph/sqlite-explorer-fastmcp-mcp-server — Read-only SQLite database access ☆
107 - donghao1393/mcp-dbutils — Multi-database connector for SQLite, MySQL, PostgreSQL ☆
89 - Teradata/teradata-mcp-server — Teradata database integration ☆
54 - wenb1n-dev/SmartDB_MCP — Universal database MCP for MySQL, PostgreSQL, Oracle and more ☆
80 - aliyun/alibabacloud-rds-openapi-mcp-server — MCP server for RDS Services via OPENAPI. ☆
55 - Zhwt/go-mcp-mysql — Go-based MCP server for MySQL ☆
65 - singlestore-labs/mcp-server-singlestore — SingleStore database management API ☆
32 - ydb-platform/ydb-mcp — MCP server for YDB distributed database ☆
28 - isdaniel/pgtuner_mcp — provides AI-powered PostgreSQL performance tuning capabilities. ☆
26 - pingcap/pytidb — TiDB AI SDK for apps and agents ☆
33 - dolthub/dolt-mcp — The MCP server for Dolt ☆
20 - aliyun/alibabacloud-adbpg-mcp-server — ☆
16 - ahmedmustahid/postgres-mcp-server — MCP server for PostgreSQL ☆
31 - panasenco/mcp-sqlite — SQLite with Datasette metadata support ☆
26 - OpenLinkSoftware/mcp-sqlalchemy-server — ODBC server with FastAPI and SQLAlchemy ☆
24 - c4pt0r/mcp-server-tidb — mcp server for tidb ☆
24 - Xexr/mcp-libsql — MCP server for libSQL database ☆
21 - abel9851/mcp-server-mariadb — An mcp server that provides read-only access to MariaDB. ☆
20 - Dataring-engineering/mcp-server-trino — MCP Server for Trino ☆
18
- elastic/mcp-server-elasticsearch — Elasticsearch queries and index management ☆
705 - cr7258/elasticsearch-mcp-server — Elasticsearch and OpenSearch interaction ☆
303 - meilisearch/meilisearch-mcp — Meilisearch interaction via LLM interfaces ☆
194 - opensearch-project/opensearch-mcp-server-py — OpenSearch cluster interaction for AI ☆
147 - vectorize-io/vectorize-mcp-server — Official Vectorize MCP Server ☆
111 - suhail-ak-2/mcp-typesense-server — Typesense search for AI assistants ☆
19
- baserow/baserow — No-code database, apps, agents with AI ☆
5,645 - xing5/mcp-google-sheets — Google Drive and Sheets integration ☆
986 - domdomegg/airtable-mcp-server — Airtable bases integration for AI systems ☆
456 - freema/mcp-gsheets — Google Sheets read, write, manipulate ☆
93 - rashidazarang/airtable-mcp — Airtable integration for AI applications ☆
87 - edwinbernadus/nocodb-mcp-server — nocodb mcp server ☆
75 - felores/airtable-mcp — Manage Airtable bases and records ☆
75 - proompteng/bilig — Headless spreadsheet WorkPaper MCP server for formula readback, input edits, and JSON persistence in Node.js agent workflows. ☆
35
- confluentinc/mcp-confluent — MCP server for Confluent Kafka platform ☆
166 - tuannvm/kafka-mcp-server — Apache Kafka server in Go ☆
54 - kenliao94/mcp-server-rabbitmq — MCP server for interacting with RabbitMQ ☆
38
- GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆
6,557 - pab1it0/prometheus-mcp-server — MCP server for Prometheus metrics ☆
512 - VictoriaMetrics/mcp-victorialogs — VictoriaLogs log management integration ☆
96 - influxdata/influxdb3_mcp_server — MCP Server for InfluxDB 3 ☆
36 - GreptimeTeam/greptimedb-mcp-server — A Model Context Protocol (MCP) server for GreptimeDB ☆
29 - apache/iotdb-mcp-server — Apache IoTDB MCP Server ☆
39 - idoru/influxdb-mcp-server — An MCP Server for querying InfluxDB ☆
44
- qdrant/mcp-server-qdrant — Official Qdrant vector database MCP ☆
1,505 - chroma-core/chroma-mcp — Chroma vector database capabilities ☆
587 - zilliztech/mcp-server-milvus — Model Context Protocol Servers for Milvus ☆
240 - weaviate/mcp-server-weaviate — MCP (Model Context Protocol) server for Weaviate ☆
162 - pinecone-io/pinecone-mcp — Connect Pinecone to AI assistants ☆
70 - privetin/chroma — MCP server for Chroma ☆
41
- tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆
11,983 - WordPress/mcp-adapter — Bridge Abilities API to MCP ☆
1,604 - zcaceres/fetch-mcp — A flexible HTTP fetching Model Context Protocol server. ☆
813 - automation-ai-labs/mcp-link — Convert Any OpenAPI V3 API to MCP Server ☆
624 - blurrah/mcp-graphql — Model Context Protocol server for GraphQL ☆
408 - apollographql/apollo-mcp-server — Apollo MCP Server ☆
304 - postmanlabs/postman-mcp-server — Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman collections, OpenAPI specs, and environments via Model Context Protocol (MCP) ☆
299 - MFYDev/ghost-mcp — Interact with Ghost CMS via LLM ☆
223 - hostinger/api-mcp-server — MCP server for Hostinger API integration ☆
143 - delano/postman-mcp-server — An MCP server that provides access to Postman. ☆
159 - webflow/mcp-server — Model Context Protocol (MCP) server for the Webflow Data API. ☆
138 - shannonlal/mcp-postman — MCP Server for running Postman Collections with Newman ☆
84 - ivo-toby/contentful-mcp — Contentful CMS Management API ☆
62 - shanejonas/openrpc-mcp-server — JSON-RPC via OpenRPC ☆
43 - Omedia/mcp-server-drupal — Drupal MCP module companion ☆
51 - Jktfe/serveMyAPI — MCP server for custom API serving ☆
25 - xxxbrian/mcp-rquest — Browser-like HTTP with TLS fingerprinting ☆
48 - hannesj/mcp-graphql-schema — GraphQL Schema Model Context Protocol Server ☆
47 - Arize-ai/text-to-graphql-mcp — MCP server for text-to-GraphQL conversion ☆
24 - hijaz/postmancer — REST client replacing Postman/Insomnia ☆
28 - drestrepom/mcp_graphql — Interact with GraphQL APIs via MCP tools ☆
20 - fotoetienne/gqai — Turn any GraphQL endpoint into a set of MCP tools ☆
23
- czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆
22,740 - leonardsellem/n8n-mcp-server — Tools for interacting with n8n API ☆
1,636 - utensils/mcp-nixos — MCP-NixOS - Model Context Protocol Server for NixOS resources ☆
801 - ckreiling/mcp-server-docker — MCP server for Docker ☆
740 - QuantGeekDev/docker-mcp — A docker MCP Server (modelcontextprotocol) ☆
501 - TencentEdgeOne/edgeone-makers-mcp — Deploy HTML to EdgeOne Pages with public URL ☆
433 - jamsocket/forevervm — Stateful AI code sandboxes ☆
228 - docker/hub-mcp — Docker Hub MCP Server ☆
160 - yangkyeongmo/mcp-server-apache-airflow — MCP server for Apache Airflow workflows ☆
175 - DefangLabs/defang — MCP server for Defang cloud deployment ☆
163 - nacos-group/nacos-mcp-router — MCP server discovery, install, and proxy ☆
180 - harness/mcp-server — This is the official repo for the Harness MCP server ☆
90 - OctopusDeploy/mcp-server — Octopus Deploy Official MCP Server ☆
101 - CircleCI-Public/mcp-server-circleci — MCP server for CircleCI CI/CD pipeline integration ☆
90 - Vortiago/mcp-azure-devops — AI assistants with Azure DevOps ☆
79 - buildkite/buildkite-mcp-server — Official MCP Server for Buildkite. ☆
52 - call518/MCP-Airflow-API — Apache Airflow API integration ☆
51 - bitrise-io/bitrise-mcp — Bitrise CI/CD app and build management ☆
41 - launchdarkly/mcp-server — LaunchDarkly's Model Context Protocol (MCP) Server ☆
27 - IvanAmador/vercel-ai-docs-mcp — Vercel AI SDK documentation search ☆
50 - leonardosepulvedat/mcp-n8n — Complete n8n API integration for Claude Desktop and Cursor - 100 workflow templates with intelligent matching ☆
21 - configcat/mcp-server — Official ConfigCat Model Context Protocol (MCP) Server ☆
17 - endorhq/cli — Sandboxed environments for favorite services via MCP ☆
27 - gofireflyio/firefly-mcp — Firefly MCP ☆
16 - conductor-oss/conductor-mcp — Model Context Protocol server for Orkes Conductor ☆
16 - axliupore/mcp-code-runner — MCP server for executing code in Docker containers ☆
18
- bgauryy/octocode — MCP server for semantic code search and context generation ☆
916 - SonarSource/sonarqube-mcp-server — Official SonarQube MCP Server for code quality and security in AI agents ☆
629 - admica/FileScopeMCP — Codebase dependency diagrams ☆
301 - janreges/ai-distiller — Fast tool for extracting essential public information from code ☆
166 - st3v3nmw/sourcerer-mcp — Semantic code search reducing token waste ☆
119 - micl2e2/code-to-tree — Source code to AST tree conversion ☆
86 - codacy/codacy-mcp-server — Codacy's MCP Server implementation ☆
62 - lineai-intelligence/lineai-mcp-server — Codelogic software dependency analysis ☆
38 - Disentinel/grafema — Semantic code graph MCP server for AI coding agents — 40+ tools for call-chain tracing, data-flow analysis, and semantic code search ☆
36 - azer/react-analyzer-mcp — React code analysis and docs generation ☆
59 - vezlo/src-to-kb — Convert source code to LLM ready knowledge base ☆
39 - cqfn/aibolit-mcp-server — Aibolit Java static analyzer for AI agents ☆
27 - kandrwmrtn/cplusplus_mcp — MCP server for C++ codebase analysis using libclang ☆
32 - j4c0bs/mcp-server-sql-analyzer — MCP server for SQL static analysis. ☆
32 - isiahw1/mcp-server-bing-webmaster — MCP server providing access to Bing Webmaster Tools API endpoints for SEO management and analytics ☆
22
- jasonjmcghee/claude-debugs-for-you — Interactive debugging via MCP and VS Code ☆
514 - cameroncooke/reloaderoo — Powerful MCP debugging proxy and CLI inspection tool. ☆
126 - stass/lldb-mcp — LLDB MCP server ☆
111 - pansila/mcp_server_gdb — MCP Server to expose the GDB debugging capabilities ☆
68
- GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆
15,694 - grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆
6,980 - 21st-dev/magic-mcp — Frontend development with AI like Magic ☆
5,699 - Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆
2,945 - hustcc/mcp-mermaid — Generate mermaid diagram and chart with AI MCP dynamically. ☆
625 - mastergo-design/mastergo-magic-mcp — Connect MasterGo to AI assistants ☆
280 - public-ui/kolibri — The accessible HTML-Standard ☆
276 - storybookjs/mcp — MCP server for Storybook UI component library ☆
266 - YuChenSSR/mindmap-mcp-server — mindmap, mcp server, artifact ☆
236 - freema/mcp-design-system-extractor — MCP server for extracting design system components ☆
69 - starwind-ui/starwind-ui-mcp — Starwind UI for Cursor and Windsurf ☆
35 - themesberg/flowbite-mcp — Figma to code with Flowbite ☆
40 - smartzan63/lucid-mcp-server — ☆
19 - NonicaTeam/AI-Connector-for-Revit — This repository is to log suggestions and issues regarding the AI Connector for Revit in NonicaTab. ☆
16 - themeselection/flyonui-mcp — MCP server for flyonUI ☆
32 - heilgar/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆
25 - kapilduraphe/webflow-mcp-server — Webflow MCP server ☆
21 - 2niuhe/mcp_plantuml — Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer ☆
16
- jinzcdev/markmap-mcp-server — Markdown to interactive mind maps ☆
277 - veelenga/claude-mermaid — MCP Server to previewing mermaid diagrams with live reload ☆
201 - apeyroux/mcp-xmind — Analyze and query XMind mind maps ☆
91 - Narasimhaponnada/mermaid-mcp — MCP server for Mermaid diagram generation ☆
51
- upstash/context7 — Up-to-date code docs for LLMs ☆
61,034 - lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆
5,405 - MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆
1,846 - kimsungwhee/apple-docs-mcp — Apple Developer Documentation search ☆
1,362 - andrea9293/mcp-documentation-server — Document management with Gemini ☆
342 - szeider/consult7 — MCP server to consult a language model with large context size ☆
295 - Govcraft/rust-docs-mcp-server — Rust documentation lookup ☆
293 - khromov/svelte-llm-mcp — Svelte developer documentation as an MCP and in llms.txt format ☆
160 - mrjoshuak/godoc-mcp — MCP server that reduces LLM context usage when AI coding agents work with Go — structured documentation instead of source-file dumps. ☆
124 - tosin2013/mcp-adr-analysis-server — AI-powered ADR and architecture analysis ☆
33 - V0v1kkk/DotNetMetadataMcpServer — .NET type metadata for AI coding agents ☆
30 - yWorks/mcp-typescribe — TypeScript library support for LLMs ☆
46 - yikakia/godoc-mcp-server — Go package docs from pkg.go.dev ☆
38 - inkeep/mcp-server-python — Inkeep MCP Server ☆
24 - Excoriate/mcp-terragrunt-docs — Terragrunt documentation context ☆
20 - idachev/mcp-javadc — MCP server for decompiling Java .class files to source ☆
20 - oborchers/mcp-server-docy — Documentation access capabilities ☆
18 - augmentedivan/fabric-mcp-server — Fabric patterns with AI agents ☆
18
- getsentry/XcodeBuildMCP — MCP server for Xcode build operations ☆
6,266 - isaacphi/mcp-language-server — MCP server implementing Language Server Protocol ☆
1,579 - JetBrains/mcp-jetbrains — MCP server for JetBrains IDE integration ☆
966 - juehang/vscode-mcp-server — VS Code editing features for LLM coding ☆
389 - r-huijts/xcode-mcp-server — Xcode project management ☆
385 - hechtcarmel/jetbrains-index-mcp-plugin — JetBrains plugin for MCP index integration ☆
322 - bigcodegen/mcp-neovim-server — Control Neovim via MCP ☆
318 - biegehydra/BifrostMCP — VS Code semantic tools via MCP ☆
224 - tumf/mcp-text-editor — Line-oriented text editing for LLM tools ☆
199 - Tritlo/lsp-mcp — An MCP server that lets you interact with LSP servers ☆
123 - hloiseau/mcp-gopls — Go LSP server via gopls ☆
99 - hechtcarmel/jetbrains-debugger-mcp-plugin — JetBrains debugger control via MCP ☆
97 - marimo-team/codemirror-mcp — CodeMirror MCP extension ☆
79 - linw1995/nvim-mcp — MCP server for Neovim integration ☆
65 - ShenghaiWang/xcodebuild — Xcode iOS build with error feedback ☆
84 - laurynas-biveinis/elisp-dev-mcp — Emacs Elisp development tools for LLMs ☆
47 - AB498/code-context-provider-mcp — Code context and analysis for AI ☆
21
- PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆
27,317 - mark3labs/mcp-go — Go implementation of MCP ☆
9,017 - QuantGeekDev/mcp-framework — TypeScript framework with auto-discovery ☆
928 - bhauman/clojure-mcp — Clojure MCP ☆
774 - php-mcp/laravel — Laravel SDK for building MCP servers ☆
477 - opgginc/laravel-mcp-server — Laravel package for MCP servers ☆
330 - Epistates/turbomcp — High-performance MCP framework ☆
95 - kpavlov/tachyon — Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Streamable HTTP, native Netty transports, tools, tasks, resources, prompts, completions, resumable sessions, and stateless deployment support. ☆
30 - reflagcom/javascript — JS/TS SDKs for Reflag ☆
25 - oatpp/oatpp-mcp — C++ MCP implementation for Oat++ framework ☆
50 - Super-I-Tech/mcp_plexus — Multi-tenant MCP framework built on FastMCP ☆
30 - stephencme/create-mcp-ts — TypeScript MCP server template ☆
21
- mobile-next/mobile-mcp — Mobile automation for iOS, Android, emulators ☆
5,962 - joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆
2,140 - minhalvp/android-mcp-server — Android device control via adb ☆
801 - hyperb1iss/droidmind — Control your Android devices with AI using Model Context Protocol ☆
429 - InditexTech/mcp-server-simulator-ios-idb — MCP server for iOS simulator via IDB ☆
309 - mhmzdev/figma-flutter-mcp — Figma design tokens for Flutter code agents ☆
245 - zillow/auto-mobile — Mobile automation tools with MCP ☆
80 - JoshuaRileyDev/simulator-mcp-server — MCP server for iOS Simulator control ☆
53 - Tommertom/awesome-ionic-mcp — Ionic and Capacitor mobile app development ☆
46 - XixianLiang/HarmonyOS-mcp-server — MCP server for manipulating HarmonyOS next devices. ☆
34 - ambar/simctl-mcp — MCP server for iOS Simulator control ☆
20
- janwilmake/openapi-mcp-server — Complex OpenAPI exploration with plain language ☆
899 - ckanthony/openapi-mcp — Dockerized OpenAPI to MCP conversion ☆
194 - twilio-labs/mcp — OpenAPI to MCP tools and Twilio APIs ☆
109 - kadykov/mcp-openapi-schema-explorer — Token-efficient OpenAPI/Swagger exploration ☆
76 - zaizaizhao/mcp-swagger-server — OpenAPI/Swagger to MCP conversion ☆
74 - ReAPI-com/mcp-openapi — OpenAPI specification MCP server. ☆
90 - baryhuang/mcp-server-any-openapi — Call APIs via semantic search ☆
82 - hannesj/mcp-openapi-schema — OpenAPI Schema Model Context Protocol Server ☆
50 - criteo/openapi-to-mcp — An MCP server for your API ☆
34
- arvindand/maven-tools-mcp — Maven Central dependency intelligence for JVM build tools ☆
30 - Artmann/package-registry-mcp — NPM, Cargo, PyPi, NuGet package search ☆
39 - Bigsy/maven-mcp-server — Maven build and dependency tools ☆
34 - jeannier/homebrew-mcp — Homebrew package management ☆
29 - btwiuse/npm-search-mcp-server — MCP server for searching npm packages ☆
16 - subelsky/bundler_mcp — MCP server for Ruby Bundler integration ☆
20
- trycua/cua — MCP server for CUA platform ☆
21,745 - robotmcp/ros-mcp-server — ROS robot control with Claude and GPT ☆
1,408 - omni-mcp/isaac-sim-mcp — Isaac Simulation MCP Extension and Server ☆
186 - abrinsmead/mindpilot-mcp — Visualize code and architect new systems ☆
90 - wise-vision/ros2_mcp — ROS 2 robotics AI bridge ☆
86 - lpigeon/unitree-go2-mcp-server — MCP server for Unitree Go2 robot control ☆
86 - Yutarop/ros-mcp — MCP server for ROS to control robots via topics, services, and actions. ☆
36
- cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆
2,147 - amxv/mcp-manager — Web UI to manage MCP servers in Claude ☆
292
- debugg-ai/debugg-ai-mcp — AI-managed end-to-end testing ☆
68 - SmartBear/smartbear-mcp — SmartBear's official MCP Server ☆
43 - QAInsights/jmeter-mcp-server — JMeter AI workflow integration ☆
71 - mrexodia/user-feedback-mcp — Human-in-the-loop workflow for Cursor ☆
53 - reportportal/reportportal-mcp-server — MCP server for ReportPortal ☆
22 - Hypersequent/qasphere-mcp — MCP Server for QA Sphere TMS ☆
23 - currents-dev/currents-mcp — Currents MCP Server ☆
19 - hungthai1401/bruno-mcp — MCP Server for running Bruno Collections ☆
44 - QAInsights/k6-mcp-server — k6 MCP server ☆
26
- anaisbetts/mcp-installer — An MCP server that installs other MCP servers for you ☆
1,531 - githejie/mcp-server-calculator — A Model Context Protocol server for calculating. ☆
156 - jsdelivr/globalping-mcp-server — Remote network commands for LLMs ☆
62 - Mtehabsim/ScreenPilot — AI device control like a human ☆
54 - zazencodes/random-number-mcp — MCP server for random number generation ☆
50 - NON906/omniparser-autogui-mcp — Automatic operation of on-screen GUI. ☆
70 - bharathvaj-ganesan/whois-mcp — MCP Server for whois lookups. ☆
59 - newtype-01/prompthouse-mcp — Personal prompt library manager ☆
52 - fastn-ai/fastn-mcp — Fastn MCP server — give AI agents governed, audited access to integrations and tools across your customers' systems of record. ☆
23 - ofek/pycli-mcp — MCP server for any Python command line application ☆
23 - abhiphile/fermat-mcp — Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers. ☆
20 - SecretiveShell/MCP-timeserver — Datetime info for agentic systems ☆
42 - andybrandt/mcp-simple-timeserver — Current time check for Claude via MCP ☆
34 - TheoBrigitte/mcp-time — MCP (Model Context Protocol) server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities ☆
26 - ZeparHyfar/mcp-datetime — A MCP server for datetime formatting and file name generation. ☆
31 - FelixFoster/mcp-enhance-prompt — AI-powered prompt enhancement and generation ☆
24
- github/github-mcp-server — GitHub's official MCP Server ☆
32,396 - idosal/git-mcp — Free remote MCP for any GitHub project ☆
8,339 - gitkraken/gk-cli — GitKraken CLI Releases and Documentation ☆
446 - Tiberriver256/mcp-server-azure-devops — An MCP server for Azure DevOps ☆
381 - adhikasp/mcp-git-ingest — GitHub repository content reading ☆
313 - puravparab/Gitingest-MCP — mcp server for gitingest ☆
136 - kopfrechner/gitlab-mr-mcp — MCP server for GitLab merge requests and issues ☆
94 - oschina/mcp-gitee — MCP server for Gitee repositories ☆
61 - ddukbg/github-enterprise-mcp — github-enterprise-mcp ☆
29 - Ryan0204/github-repo-mcp — GitHub repository reading ☆
29 - kurdin/github-repos-manager-mcp — GitHub Repos Manager MCP Server for MCP clients ☆
21
- stack-chan/stack-chan — A JavaScript-driven M5Stack-embedded super-kawaii robot. ☆
1,663 - tevonsb/homeassistant-mcp — A MCP server for Home Assistant ☆
575 - lamaalrajih/kicad-mcp — KiCad integration for Mac, Windows, Linux ☆
495 - Extelligence-ai/bagel — Chat with robotics, drone, IoT data ☆
394 - voska/hass-mcp — Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server. ☆
331 - recursechat/mcp-server-apple-shortcuts — Apple Shortcuts automation on macOS ☆
342 - jeff-nasseri/mikrotik-mcp — MCP server for Mikrotik ☆
251 - hao-cyber/phone-mcp — Control Android phone via ADB ☆
242 - FradSer/mcp-server-apple-events — Native integration with Apple Reminders and Calendar ☆
183 - horw/esp-mcp — ESP32 commands and getting started ☆
155 - johannesPettersson80/codesys-mcp-toolkit — CODESYS industrial automation platform ☆
116 - thingsboard/thingsboard-mcp — MCP server for ThingsBoard IoT platform interaction ☆
98 - LGDiMaggio/predictive-maintenance-mcp — AI predictive maintenance and fault diagnosis via MCP ☆
74 - vishalmysore/choturobo — Arduino robotics with AI integration ☆
78 - yoelbassin/gr-mcp — MCP server for GNU Radio ☆
48 - aqara/aqara-mcp-server — Aqara's official MCP Server ☆
40 - chrisgleissner/c64bridge — MCP server to control and program the Commodore 64 Ultimate, Ultimate 64, Ultimate II, or VICE. ☆
33 - yiwenlu66/PiloTY — AI pilot for PTY operations - control terminals via MCP ☆
44 - nokia/mcp-redfish — ☆
16 - OctoEverywhere/mcp — 3D printing live status and control ☆
35 - kukapay/opcua-mcp — An MCP server that connects to OPC UA-enabled industrial systems. ☆
29 - thinq-connect/thinqconnect-mcp — ThinQ Connect MCP Server ☆
30 - kukapay/modbus-mcp — Industrial Modbus data for AI ☆
26 - MiddlePoint-Solutions/mcp-on-android-tv — MCP server on Android TV with ADB ☆
22 - Hypijump31/bluetooth-mcp-server — bluetooth-mcp-server for Claude AI ☆
23 - gNucleus/text-to-cad-mcp — gNucleus Text To CAD MCP server ☆
18
- mark3labs/mcp-filesystem-server — Go filesystem operations via MCP ☆
679 - cyberchitta/llm-context.py — Python library for LLM context management ☆
306 - isaacphi/mcp-gdrive — Google Drive file reading ☆
284 - 8b-is/smart-tree — Context-aware AI-crafted replacement for tree command ☆
267 - rust-mcp-stack/rust-mcp-filesystem — Fast async filesystem operations ☆
168 - efforthye/fast-filesystem-mcp — High-performance MCP server for file operations ☆
59 - exoticknight/mcp-file-merger — MCP server for merging multiple files into one ☆
27 - Tencent/cos-mcp — Tencent Cloud COS storage integration ☆
38 - willianpinho/large-file-mcp — MCP server for intelligent handling of large files — smart chunking, search, navigation, and streaming. ☆
19 - vespo92/TrueNasCoreMCP — A working TrueNAS Core MCP Server ☆
30 - NetApp/mcp — Model Context Protocol servers for NetApp services ☆
16 - Xuanwo/mcp-server-opendal — Model Context Protocol Server for Apache OpenDAL ☆
35
- XeroAPI/xero-mcp-server — Xero accounting API integration ☆
349 - akutishevsky/lunchmoney-mcp — MCP server for Lunch Money budgeting app ☆
90 - iiAtlas/hledger-mcp — A local MCP server for interacting with the HLedger cli ☆
64 - minhyeoky/mcp-server-ledger — MCP server for Ledger CLI double-entry accounting ☆
51 - openMF/mcp-mifosx — Model Context Protocol - MCP for Mifos X ☆
25 - john-zhang-dev/xero-mcp — Interact with Xero accounting ☆
21
- mcpdotdirect/evm-mcp-server — EVM network interaction for LLMs ☆
382 - aaronjmars/web3-research-mcp — Deep Research for crypto - free & fully local ☆
159 - armorwallet/armor-crypto-mcp — Blockchain swaps and strategic planning ☆
179 - kukapay/crypto-indicators-mcp — Cryptocurrency technical analysis indicators ☆
130 - alchemyplatform/alchemy-mcp-server — Alchemy blockchain API for AI agents ☆
88 - twelvedata/mcp — MCP server for real-time financial market data access ☆
75 - QuantGeekDev/coincap-mcp — A coincap mcp server to access crypto data from coincap API ☆
93 - getAlby/mcp — Bitcoin Lightning wallet via Nostr ☆
67 - Bankless/onchain-mcp — Bringing the bankless onchain API to MCP ☆
80 - norman-finance/norman-mcp-server — AI-powered bookkeeping and tax automation via MCP ☆
54 - AbdelStark/bitcoin-mcp — Bitcoin & Lightning Network MCP Server. ☆
77 - kukapay/cryptopanic-mcp-server — Provide latest cryptocurrency news to AI agents. ☆
70 - heurist-network/heurist-mesh-mcp-server — Blockchain and web3 via Heurist Mesh ☆
66 - bnb-chain/bnbchain-mcp — BNB Chain, BSC, opBNB, Greenfield ☆
60 - GoPlausible/algorand-mcp — Algorand Local Model Context Protocol (Server & Client) ☆
44 - coinpaprika/dexpaprika-mcp — MCP server for DEX trading data and crypto token analytics ☆
42 - kukapay/whale-tracker-mcp — A mcp server for tracking cryptocurrency whale transactions. ☆
57 - shinzo-labs/coinmarketcap-mcp — MCP Implementation for CoinMarketCap ☆
51 - kukapay/crypto-feargreed-mcp — Crypto Fear & Greed Index data ☆
52 - anjor/coinmarket-mcp-server — MCP server for CoinMarketCap cryptocurrency data ☆
50 - kukapay/crypto-sentiment-mcp — Cryptocurrency sentiment analysis ☆
48 - noditlabs/nodit-mcp-server — Blockchain data via Nodit Web3 API ☆
23 - wowinter13/solscan-mcp — Solana transaction queries ☆
45 - hive-intel/hive-sdk — Managed crypto intelligence MCP for AI agents across market data, DeFi, wallets, security, DEX flows, NFTs, Solana, infrastructure, and prediction markets. ☆
19 - kukapay/dune-analytics-mcp — A mcp server that bridges Dune Analytics data to AI agents. ☆
41 - CoinStatsHQ/coinstats-mcp — ☆
16 - kukapay/uniswap-trader-mcp — Uniswap token swaps for AI agents ☆
38 - longmans/coin_api_mcp — CoinMarketCap cryptocurrency data ☆
37 - kukapay/kukapay-mcp-servers — Suite of MCP servers from Kukapay ☆
31 - maestro-org/maestro-mcp-server — Maestro MCP Server for Bitcoin ☆
24 - kukapay/hyperliquid-info-mcp — MCP server for Hyperliquid DEX data ☆
30 - kukapay/jupiter-mcp — Jupiter DEX token swaps on Solana ☆
29 - pwh-pwh/coin-mcp-server — Cryptocurrency info via Bitget API ☆
27 - devonmojito/ton-blockchain-mcp — TON blockchain interaction ☆
26 - Codex-Data/codex-mcp — A Model Context Protocol server for the Codex API ☆
25 - ahnlabio/bicscan-mcp — BICScan MCP Server ☆
17 - kukapay/token-minter-mcp — ERC-20 token minting for AI agents ☆
21 - kukapay/crypto-news-mcp — An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents. ☆
16 - kukapay/rug-check-mcp — An MCP server that detects potential risks in Solana meme tokens. ☆
21 - magnetai/mcp-free-usdc-transfer — Free USDC transfer via Coinbase CDP ☆
21 - janswist/mcp-dexscreener — Dexscreener on-chain price checking ☆
19 - kukapay/crypto-orderbook-mcp — An MCP server that analyzes order book depth and imbalance across major crypto exchanges. ☆
17 - kukapay/crypto-rss-mcp — An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds. ☆
17 - syronlabs/stellar-mcp — A Stellar MCP to interact with Horizon API and Soroban ☆
18 - kukapay/defi-yields-mcp — An MCP server for AI agents to explore DeFi yield opportunities, powered by DefiLlama. ☆
16
- stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆
1,754 - razorpay/razorpay-mcp-server — Razorpay's Official MCP Server ☆
229 - paypal/agent-toolkit — PayPal Agent ☆
190 - square/square-mcp-server — A Model Context Protocol (MCP) server for square ☆
106 - PaddleHQ/paddle-mcp-server — Interact with Paddle API ☆
50 - qonto/qonto-mcp-server — Qonto MCP Server ☆
41 - atharvagupta2003/mcp-stripe — Stripe payments, customers, and refunds ☆
44 - Fewsats/fewsats-mcp — Fewsats MCP server ☆
21
- financial-datasets/mcp-server — Financial Datasets stock market API ☆
2,280 - massive-com/mcp_massive — An MCP server for Massive.com Financial Market Data ☆
383 - stefanoamorelli/sec-edgar-mcp — A SEC EDGAR MCP (Model Context Protocol) Server ☆
350 - narumiruna/yfinance-mcp — MCP server for Yahoo Finance stock data and news ☆
182 - jjlabsio/korea-stock-mcp — MCP Server for Korean stock analysis ☆
174 - OctagonAI/octagon-mcp-server — Public filings, earnings, financial analysis ☆
146 - HuggingAGI/mcp-baostock-server — MCP server for BaoStock Chinese stock market data ☆
117 - berlinbra/alpha-vantage-mcp — MCP Server for Alpha Advantage API ☆
105 - Adity-star/mcp-yfinance-server — Real-time stock data with yfinance ☆
54 - AgentX-ai/yahoo-finance-server — Yahoo Finance stock data and news ☆
51 - zlinzzzz/finData-mcp-server — Financial data from Tushare, Wind, DataYes ☆
58 - Mrbaeksang/korea-stock-analyzer-mcp — Remote MCP server for Korean stock analysis — real DART filings, KRX quotes, conservative valuation ranges for Claude, Cursor and any MCP client ☆
23 - JamesANZ/prediction-market-mcp — Polymarket, PredictIt, Kalshi data ☆
36 - OctagonAI/octagon-vc-agents — AI-driven venture capitalist agents ☆
32
- alpacahq/alpaca-mcp-server — Trade stocks, ETFs, crypto, options ☆
923 - ariadng/metatrader-mcp-server — MetaTrader trading platform for AI LLMs ☆
761 - ferdousbhai/investor-agent — Investor agent building via MCP ☆
344 - kukapay/freqtrade-mcp — Freqtrade crypto trading bot ☆
138 - doggybee/mcp-server-ccxt — Cryptocurrency exchange integration via CCXT ☆
143 - taylorwilsdon/quantconnect-mcp — QuantConnect trading orchestration ☆
116 - ferdousbhai/tasty-agent — Let Claude manage your tastytrade portfolio. ☆
83 - QuantConnect/mcp-server — QuantConnect algo trading interaction ☆
76 - trade-it-inc/trade-it-mcp — Trade It stocks and crypto trading ☆
58 - ozgureyilmaz/polymarket-mcp — Polymarket prediction markets data ☆
48 - mektigboy/server-hyperliquid — Hyperliquid DEX trading integration ☆
44 - ethancod1ng/binance-mcp-server — Binance exchange API integration ☆
32 - laukikk/alpaca-mcp — Alpaca stock and crypto trading ☆
36 - ferdousbhai/wsb-analyst-mcp — MCP server for analyzing WallStreetBets ☆
29 - paperinvest/mcp-server — Paper trading platform integration ☆
23 - solangii/upbit-mcp-server — MCP(Model Context Protocol) server for Upbit ☆
17
- mastra-ai/mastra — TypeScript AI agent framework with RAG ☆
27,344 - lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆
8,514 - quarkiverse/quarkus-mcp-servers — Model Context Protocol Servers in Quarkus ☆
196 - posit-dev/mcptools — Model Context Protocol For R ☆
193 - agentrpc/agentrpc — Universal RPC layer for AI agents ☆
135 - vishalmysore/a2ajava — Google A2A protocol for Spring Boot ☆
109 - strowk/foxy-contexts — Library for MCP context servers ☆
114 - abap-ai/mcp — ABAP MCP - Model Context Protocol - Server SDK ☆
80 - tesla0225/mcp-create — Dynamic MCP server creation and management ☆
98 - mcpdotdirect/template-mcp-server — Template to quickly set up your own MCP server ☆
76 - particlefuture/1mcpserver — Auto-discover and configure MCP servers ☆
53 - domdomegg/programmatic-mcp-prototype — Programmatic MCP tool composition ☆
43 - mojolicious/mojo-mcp — Perl SDK for Model Context Protocol servers and clients ☆
21 - mcpx-dev/mcp-badges — Get your projects MCP (Model Context Protocol) badges ☆
30
- Coding-Solo/godot-mcp — MCP server for Godot game engine ☆
5,285 - IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆
3,953 - CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆
1,870 - IvanMurzak/Godot-MCP — Open-source MCP server connecting AI agents to the Godot Editor and runtime (Godot 4.x, C#) ☆
218 - quazaai/UnityMCPIntegration — Enable AI Agents to Control Unity ☆
157 - playcanvas/editor-mcp-server — MCP Server for AI automation of the PlayCanvas Editor ☆
131 - pab1it0/chess-mcp — MCP server for Chess.com player data, games and statistics ☆
83 - codemaestroai/advanced-unity-mcp — Advanced Unity game engine integration ☆
93 - kkjdaniel/bgg-mcp — MCP server for BoardGameGeek data ☆
52 - sawa-zen/vrchat-mcp — VRChat API interaction ☆
65 - jalpp/chessagine-mcp — Advanced chess analysis capabilities ☆
29 - IvanMurzak/Unreal-MCP — Open-source MCP server connecting AI agents to Unreal Engine 5.7, editor and runtime (C++ plugin + .NET sidecar) ☆
24 - jifrozen0110/mcp-riot — League of Legends MCP Server ☆
28 - jiayao/mcp-chess — MCP server for playing chess against AI ☆
23
- genomoncology/biomcp — BioMCP: Biomedical Model Context Protocol ☆
597 - the-momentum/apple-health-mcp-server — Apple Health data queries with DuckDB ☆
254 - wso2/fhir-mcp-server — FHIR healthcare API integration ☆
132 - JamesANZ/medical-mcp — MCP server for medical data processing ☆
108 - ChristianHinge/dicom-mcp — DICOM server (PACS) interaction ☆
99 - the-momentum/fhir-mcp-server — FHIR MCP Server for handling medical data standard. ☆
97 - cafferychen777/ChatSpatial — Spatial transcriptomics via natural language (Python/R) ☆
43 - akutishevsky/withings-mcp — MCP server for Withings health data integration ☆
38 - srijanshukla18/xray — MCP server for X-ray analysis ☆
52 - OHNLP/omop_mcp — MCP server for OMOP medical data standard ☆
40 - tomekkorbak/oura-mcp-server — MCP server for Oura API integration ☆
38 - longevity-genie/biothings-mcp — MCP (Model Context Protocol) server for biothings ☆
33 - longevity-genie/gget-mcp — Bioinformatic gget functions ☆
30 - longevity-genie/opengenes-mcp — MCP for the open-genes ☆
20
- perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆
2,469 - jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆
2,277 - DMontgomery40/deepseek-mcp-server — MCP server for DeepSeek language models ☆
350 - nesquikm/mcp-rubber-duck — MCP bridge to query multiple OpenAI-compatible LLMs ☆
175 - pyroprompts/any-chat-completions-mcp — MCP Server for using any LLM as a Tool ☆
157 - eLyiN/gemini-bridge — Bridge AI agents to Google Gemini via CLI ☆
94 - choplin/mcp-gemini-cli — MCP server for Gemini CLI integration ☆
101 - pierrebrunelle/mcp-server-openai — Query OpenAI models from Claude via MCP ☆
84 - mzxrai/mcp-openai — Chat with OpenAI models from Claude Desktop ☆
76 - merterbak/Grok-MCP — MCP server for xAI Grok API with tool calling and vision ☆
48 - ruixingshi/deepseek-thinker-mcp — DeepSeek reasoning for MCP-enabled clients ☆
69 - kamelirzouni/MCP-server-Deepseek_R1 — Connect Claude Desktop with DeepSeek ☆
69 - amidabuddha/unichat-mcp-server — Unified chat across multiple LLM providers ☆
40 - andybrandt/mcp-simple-openai-assistant — Use OpenAI GPTs assistants from Claude ☆
39 - JamesANZ/cross-llm-mcp — A Model Context Protocol (MCP) server that provides access to multiple Large Language Model (LLM) APIs including ChatGPT, Claude, Gemini, Mistral, Kimi K2, and DeepSeek. ☆
16 - kamelirzouni/MCP-server-Qwen_Max — MCP server for Qwen Max model ☆
24 - billster45/mcp-chatgpt-responses — MCP server for OpenAI ChatGPT API with Responses API ☆
18 - HyperbolicLabs/hyperbolic-mcp — MCP Server for Claude ☆
18
- jjsantos01/qgis_mcp — Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop ☆
1,066 - mahdin75/gis-mcp — MCP server connecting LLMs to GIS capabilities ☆
185 - mahdin75/geoserver-mcp — GeoServer geospatial integration ☆
87 - JordanGunn/gdal-mcp — Geospatial analysis with epistemic reasoning ☆
74 - webcoderz/MCP-Geo — Geocoding MCP server with GeoPY! ☆
34
- briandconnelly/mcp-server-ipinfo — IP Geolocation Server for MCP using ipinfo.io ☆
44 - iplocate/mcp-server-iplocate — IP geolocation, proxy detection via IPLocate.io API ☆
19
- baidu-maps/mcp — Baidu Map MCP Server ☆
439 - mapbox/mcp-server — Mapbox Model Context Protocol (MCP) server ☆
352 - jagan-shanmugam/open-streetmap-mcp — MCP server for OpenStreetMap data ☆
220 - tomtom-international/tomtom-maps-mcp — TomTom location, search, routing ☆
51 - stadiamaps/stadiamaps-mcp-server-ts — Stadia Maps API integration in TypeScript ☆
25 - kukapay/nearby-search-mcp — Nearby place search with IP-based location ☆
23 - foursquare/foursquare-places-mcp — Foursquare API tools for Model Context Protocol ☆
16
- isdaniel/mcp_weather_server — Weather info via Open-Meteo API ☆
58 - TimLukaHorstmann/mcp-weather — AccuWeather hourly and daily forecasts ☆
34 - sjanaX01/weather-mcp-server — A simple minimal weather mcp server :) ☆
24 - mschneider82/mcp-openweather — mcp server for openweather free api ☆
19
- Upsonic/Upsonic — Build autonomous AI agents in Python. ☆
7,942 - genkit-ai/genkit — AI app framework for JavaScript and Go ☆
6,350 - ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆
1,783 - SecretiveShell/MCP-Bridge — OpenAI-compatible endpoint calling MCP tools ☆
929 - ASCIT31/Dark-Moon — Autonomous AI pentest MCP host that drives Claude or a local model to orchestrate 80+ offensive-security tools, with a local Privacy Gateway ☆
852 - aeonfun/aeon — Autonomous agent framework that runs on GitHub Actions and OAuth-connects to remote MCP servers (Base, Robinhood, PostHog, and more). ☆
677 - Lucassssss/eechat — Local AI chat application ☆
346 - EvalsOne/MCP-connect — Cloud AI access to local Stdio MCP servers ☆
240 - 3choff/mcp-chatbot — CLI chatbot with MCP integration demo ☆
251 - AI-QL/chat-mcp — Desktop chat app with MCP support ☆
242 - johannesbrandenburger/typst-mcp — MCP server for Typst markup-based typesetting system ☆
174 - tanaikech/ToolsForMCPServer — MCP server built with Google Apps Script for Gemini CLI ☆
106 - ckanthony/gin-mcp — Enable MCP features for any Gin API with a line of code ☆
84 - xzq-xu/jvm-mcp-server — JVM-based MCP server implementation ☆
89 - off-grid-ai/OGAD — On-device MCP client for Mac with a local LLM ☆
69 - zacharypodbela/django-rest-framework-mcp — MCP server for Django REST Framework ☆
53 - php-mcp/client — Core PHP implementation for the Model Context Protocol (MCP) Client ☆
57 - rakesh-eltropy/mcp-client — REST API and CLI client for MCP with LangChain ☆
49
- nowork-studio/notfair-plugin — Claude Code skills for SEO, GEO, Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP ☆
3,383 - nowork-studio/notfair-plugin — NotFair Google Ads MCP — diagnose, recommend, and execute campaign changes ☆
3,383 - pipeboard-co/meta-ads-mcp — Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote MCP, badged Meta Business Partner, free plan — no self-hosting required. ☆
1,190 - gomarble-ai/facebook-ads-mcp-server — Facebook and Instagram Ads management ☆
353 - proxy-intell/facebook-ads-library-mcp — Facebook Ads Library search and access ☆
291 - open-strategy-partners/osp_marketing_tools — MCP server for marketing automation tools ☆
273 - surendranb/google-analytics-mcp — Google Analytics 4 data access ☆
235 - cnych/seo-mcp — SEO tool based on Ahrefs data ☆
255 - stape-io/google-tag-manager-mcp-server — MCP server for Google Tag Manager ☆
203 - gomarble-ai/google-ads-mcp-server — Google Ads performance data analysis ☆
143 - microsoft/clarity-mcp-server — Microsoft Clarity integration ☆
107 - amekala/ads-mcp — MCP server for managing ad campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads. 100+ tools for campaign creation, performance analysis, keyword research, and budget optimization. Works with ChatGPT, Claude, Gemini CLI, Cursor, Codex, and Windsurf. ☆
83 - AdsMCP/tiktok-ads-mcp-server — TikTok Ads Marketing API integration via MCP ☆
48 - builtwith/builtwith-mcp — BuiltWith MCP Server ☆
42 - gvaibhav/TAM-MCP-Server — Market sizing and TAM/SAM analysis ☆
34 - stape-io/stape-mcp-server — Interact with the Stape API using AI assistants like Claude, or in AI-powered IDEs like Cursor. ☆
16 - Kiran1689/storyblok-mcp-server — MCP server for Storyblok CMS management ☆
41 - rafaelstz/adobe-commerce-dev-mcp — Adobe Commerce Dev MCP Server ☆
27 - MarketplaceAdPros/amazon-ads-mcp-server — MCP Server to interact with Amazon Ads ☆
29 - jonathan-politzki/smartlead-mcp-server — Smartlead MCP deployment ☆
18
- samuelgursky/davinci-resolve-mcp — MCP server integration for DaVinci Resolve Studio ☆
2,217 - ATH-MaaS/Pixelle-MCP — Multimodal AIGC with ComfyUI + MCP ☆
1,102 - abhiemj/manim-mcp-server — Manim animation code execution ☆
634 - 8beeeaaat/touchdesigner-mcp — MCP server for TouchDesigner ☆
496 - diivi/aseprite-mcp — MCP server for interacting with the Aseprite API ☆
433 - PatrickPalmer/MayaMCP — Autodesk Maya 3D integration ☆
97 - pranav-deshmukh/blender-mcp — Blender 3D modeling integration ☆
96 - wilsonchenghy/ShaderToy-MCP — Create and explore GLSL shaders on ShaderToy ☆
49 - junmer/mcp-server-lottiefiles — ☆
19
- varunneal/spotify-mcp — MCP to connect your LLM with Spotify. ☆
613 - marcelmarais/spotify-mcp-server — Lightweight MCP server for Spotify ☆
432 - Simon-Kansara/ableton-live-mcp-server — Ableton Live OSC control ☆
394 - adamjmurray/producer-pal — AI music production assistant for Ableton Live ☆
262 - tiianhk/MaxMSP-MCP-Server — MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter) ☆
263 - dschuler36/reaper-mcp-server — An MCP Server for interacting with Reaper projects. ☆
117 - SkyworkAI/Mureka-mcp — AI lyrics, song, and music generation ☆
112 - imprvhub/mcp-claude-spotify — Spotify interaction for Claude Desktop ☆
46 - TwelveTake-Studios/reaper-mcp — MCP server to control REAPER DAW with AI. 176 tools for mixing, mastering, MIDI composition, and full music production. ☆
42 - vsaez/mcp-spotify-player — MCP server to manage Spotify from MCP clients ☆
19
- shinpr/mcp-image — AI image generation with Gemini 3 ☆
154 - awkoy/replicate-flux-mcp — MCP server for Replicate Flux image and SVG generation ☆
106 - GenWaveLLC/svgmaker-mcp — MCP server for SVG generation ☆
87 - apinetwork/piapi-mcp-server — PiAPI media: Midjourney, Flux, Kling ☆
74 - Flyworks-AI/flyworks-mcp — Fast and free zeroshot lipsync MCP server ☆
94 - hamflx/imagen3-mcp — MCP server for Google Imagen 3 image generation ☆
68 - WaveSpeedAI/mcp-server — Image and video generation with WaveSpeed AI ☆
30 - MohamedAbdallah-14/prompt-to-asset — Image generation across 30+ models (DALL-E, Flux, Stable Diffusion, Midjourney) via unified API ☆
17 - InhiblabCore/mcp-image-compression — High-performance image compression service ☆
33 - zxkane/mcp-server-amazon-bedrock — Amazon Bedrock Nova Canvas image generation ☆
24
- openclaw/Peekaboo — macOS screenshot and window capture MCP server ☆
5,023 - sunriseapps/imagesorcery-mcp — Image processing operations ☆
326 - IDEA-Research/DINO-X-MCP — MCP server for DINO-X vision model ☆
109 - upnorthmedia/ScreenshotMCP — Website screenshot capture and optimization ☆
57 - groundlight/mcp-vision — Computer vision models as MCP servers ☆
61 - screenshotone/mcp — A CLI version of an MCP server for the ScreenshotOne API ☆
36 - nota/gyazo-mcp-server — Official Model Context Protocol server for Gyazo ☆
27 - MoussaabBadla/code-screenshot-mcp — Generate code screenshots ☆
44 - stass/exif-mcp — MCP server to extract image metadata (EXIF, XMP, etc) ☆
39 - magarcia/mcp-server-giphy — Giphy GIF integration ☆
33 - flowy11/imagician — A MCP server for image edition ☆
18
- garylab/pexels-mcp-server — A Pexels MCP Server for Images and Videos searching ☆
20
- eat-pray-ai/yutu — The AI-powered toolkit that grows your YouTube channel on autopilot. ☆
618 - kimtaeyoon83/mcp-server-youtube-transcript — YouTube video transcript downloader ☆
582 - ZubeidHendricks/youtube-mcp-server — YouTube API and video management ☆
565 - anaisbetts/mcp-youtube — A Model-Context Protocol Server for YouTube ☆
543 - burningion/video-editing-mcp — MCP Interface for Video Jungle ☆
288 - muxinc/mux-ts — Mux Video and Data API wrapper ☆
180 - Laksh-star/mcp-server-tmdb — MCP Server with TMDB ☆
75 - tan-yong-sheng/ai-vision-mcp — Image and video analysis capabilities ☆
76 - nabid-pf/youtube-video-summarizer-mcp — YouTube video captions and summarization ☆
60 - luminarylane/fal-mcp-server — Fal.ai image, video, music generation ☆
52 - video-db/agent-toolkit — MCP toolkit for video database operations ☆
47 - marcindulak/stt-mcp-server-linux — Local speech-to-text for Tmux on Linux ☆
22 - omergocmen/json2video-mcp-server — json2video API integration ☆
26 - sinjab/mcp_youtube_extract — YouTube clip information extraction ☆
19 - TSavo/creatify-mcp — MCP server for AI video generation ☆
22 - 13rac1/videocapture-mcp — MCP server to capture images from webcam or video source ☆
18
- grafana/mcp-grafana — MCP server for Grafana ☆
3,378 - getsentry/sentry-mcp — An MCP server for interacting with Sentry via LLMs. ☆
826 - mpeirone/zabbix-mcp-server — MCP server for Zabbix monitoring with 40+ tools ☆
248 - comet-ml/opik-mcp — MCP server for Opik LLM evaluation platform ☆
218 - VictoriaMetrics/mcp-victoriametrics — VictoriaMetrics monitoring integration ☆
215 - grafana/loki-mcp — An MCP ( Model Context Protocol ) Server for Grafana Loki ☆
165 - pydantic/logfire-mcp — The Logfire MCP Server is here! ☆
162 - langfuse/mcp-server-langfuse — MCP server for Langfuse LLM observability ☆
173 - dynatrace-oss/dynatrace-mcp — MCP server for Dynatrace Observability ☆
134 - Necmttn/ax — Local-first observability for AI coding agent sessions, tool use, skills, and costs ☆
97 - prometheus/prometheus-mcp — MCP server for LLMs to interact with Prometheus ☆
87 - PagerDuty/pagerduty-mcp-server — PagerDuty official MCP server ☆
76 - seekrays/mcp-monitor — MCP server monitoring tool ☆
91 - last9/last9-mcp-server — Last9 MCP Server ☆
59 - metoro-io/metoro-mcp-server — Metoro MCP Server ☆
51 - mcpcap/mcpcap — Network analysis for the AI age ☆
51 - GeLi2001/datadog-mcp-server — MCP server interacts with the official Datadog API ☆
69 - rootlyhq/rootly-mcp-server — Rootly MCP server ☆
45 - mhajder/librenms-mcp — MCP server for LibreNMS management ☆
35 - emicklei/mcp-log-proxy — a web logging proxy for MCP client-server communication ☆
31 - RedHatInsights/insights-mcp — Red Hat Insights AI connection ☆
24 - inspektor-gadget/ig-mcp-server — Container and Kubernetes debugging with AI ☆
27 - ntk148v/alertmanager-mcp-server — MCP server for Prometheus Alertmanager integration ☆
24 - gologinapp/gologin-mcp — ☆
19 - tumf/grafana-loki-mcp — Grafana Loki MCP Repository ☆
29 - tgeselle/bugsnag-mcp — MCP server for Bugsnag error monitoring ☆
23 - MindscapeHQ/mcp-server-raygun — Raygun error investigation for AI ☆
22 - Pratyay/mac-monitor-mcp — MCP server for macOS system monitoring ☆
23
- sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆
5,776 - aashari/mcp-server-atlassian-bitbucket — Atlassian Bitbucket repositories and PRs ☆
160 - nguyenvanduocit/jira-mcp — Jira issues and sprints via Go MCP ☆
96 - aashari/mcp-server-atlassian-jira — Atlassian Jira projects, issues and sprints ☆
72 - aashari/mcp-server-atlassian-confluence — Atlassian Confluence spaces and pages ☆
60 - phuc-nt/mcp-atlassian-server — Jira and Confluence integration ☆
53 - KS-GEN-AI/jira-mcp-server — A test of jira mcp server ☆
26 - rahulthedevil/Jira-Context-MCP — Jira tickets info for AI coding agents ☆
26
- evalstate/mcp-miro — MCP server for Miro whiteboard manipulation and sticky creation ☆
113 - k-jarzyna/mcp-miro — Miro integration for Model Context Protocol ☆
65 - kintone/mcp-server — kintone official MCP server ☆
54 - orellazri/coda-mcp — MCP Server for Coda ☆
64 - hiromitsusasaki/raindrop-io-mcp-server — Raindrop.io bookmark management ☆
75 - Fibery-inc/fibery-mcp-server — MCP server for Fibery workspace integration ☆
29
- zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆
2,927 - vivekVells/mcp-pandoc — MCP server for document format conversion using pandoc. ☆
576 - onebirdrocks/ebook-mcp — MCP server for ebook processing ☆
390 - baruchiro/paperless-mcp — MCP server for Paperless-NGX document management ☆
138 - PSPDFKit/nutrient-dws-mcp-server — Nutrient Document Web Services ☆
69 - vgnshiyer/apple-books-mcp — Apple Books MCP Server ☆
55 - Unstructured-IO/UNS-MCP — MCP server for Unstructured document processing ☆
43 - esignaturescom/mcp-server-esignatures — eSignatures.com document signing ☆
40 - thechandanbhagat/cv-forge — MCP server that generates ATS-friendly CVs, cover letters, and email templates tailored to any job description ☆
29 - gpetraroli/mcp_pdf_reader — An MCP server to extraxt/search text from pdf ☆
32 - danielkennedy1/pdf-tools-mcp — MCP server for PDF manipulation (merge, extract, snippets) ☆
31 - intsig-textin/textin-mcp — OCR and document-to-Markdown conversion ☆
28
- taylorwilsdon/google_workspace_mcp — MCP server for Google Workspace integration ☆
3,048 - MarkusPfundstein/mcp-gsuite — MCP Server to interact with Google Gsuite prodcuts ☆
489 - v-3/google-calendar — Google Calendar events and scheduling ☆
72 - baryhuang/mcp-headless-gmail — Gmail without local credentials ☆
55 - vakharwalad23/google-mcp — Collection of Google-native tools (e.g., Gmail, Calendar) for the MCP ☆
21 - giuseppe-coco/Google-Workspace-MCP-Server — Gmail, Calendar, and Drive integration ☆
30
- echelon-ai-labs/servicenow-mcp — MCP Server for ServiceNow ☆
292 - effytech/freshdesk_mcp — Freshdesk support ticket integration ☆
66 - modesty/fluent-mcp — MCP server for Fluent (ServiceNow SDK) ☆
30 - quickchatai/quickchat-ai-mcp — The Quickchat AI MCP server ☆
24
- ankimcp/anki-mcp-server — MCP server for Anki spaced repetition flashcards ☆
450 - scorzeth/anki-mcp-server — An MCP server for Anki ☆
184 - jinzcdev/leetcode-mcp-server — MCP server for LeetCode problems and solutions ☆
139 - nietus/anki-mcp — MCP server for anki ☆
39 - rember/rember-mcp — A Model Context Protocol (MCP) server for Rember. ☆
63 - doggybee/mcp-server-leetcode — MCP server for LeetCode coding challenges ☆
44 - spacholski1225/anki-connect-mcp — MCP implementation for Anki Web ☆
24
- haris-musa/excel-mcp-server — Excel file manipulation ☆
4,118 - Softeria/ms-365-mcp-server — Microsoft 365 and Office via Graph API ☆
924 - sbroenne/mcp-server-excel — Excel MCP Server - 23 tools for AI-powered automation ☆
542 - InditexTech/mcp-teams-server — MCP server for Microsoft Teams integration ☆
392 - merill/lokka — MCP for Microsoft 365 and Graph ☆
291 - pnp/cli-microsoft365-mcp-server — Manage Microsoft 365 using MCP server ☆
125 - Norcim133/OutlookMCPServer — MCP Server for msgraph - mail, calendar, files ☆
16
- RafalWilinski/mcp-apple-notes — RAG over Apple Notes for Claude ☆
412 - lostintangent/gistpad-mcp — Personal knowledge and daily notes management ☆
203 - Vortiago/mcp-outline — AI assistants with Outline docs ☆
155 - entanglr/zettelkasten-mcp — MCP server implementing Zettelkasten knowledge management ☆
162 - gornskew/lisply-mcp — Manage Lisply lisp-speaking backends ☆
52 - ONLYOFFICE/docspace-mcp — DocSpace MCP Server ☆
29 - akseyh/bear-mcp-server — MCP Server integration for Bear note app ☆
45 - joshylchen/zettelkasten — Comprehensive AI-powered knowledge management system implementing the Zettelkasten method. Features atomic note creation, full-text search, AI-powered CEQRC workflows (Capture→Explain→Question→Refine→Connect), intelligent link discovery, and multi-interface access (CLI, API, Web UI, MCP). Perfect for researchers, students, and knowledge workers. ☆
37 - 2slides/mcp-2slides — MCP Server for 2slides - AI agent for PPT generation ☆
32 - danield137/mcp-workflowy — An MCP server for workflowy ☆
28 - Harry-027/JotDown — An MCP Server in Rust for creating Notion pages & mdBooks with LLMs ☆
22 - Piotr1215/mcp-obsidian — simple mcp server for interacting with local obsidian notes ☆
23 - louis030195/easy-obsidian-mcp — wire your brain to AGI through the best obsidian MCP ☆
17
- makenotion/notion-mcp-server — Official Notion MCP Server ☆
4,594 - suekou/mcp-notion-server — MCP server for Notion API with Markdown conversion ☆
920 - danhilse/notion_mcp — Notion integration with advanced formatting ☆
209 - Badhansen/notion-mcp — Notion workspace management ☆
31
- MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆
4,319 - bitbonsai/mcpvault — Lightweight Obsidian vault access ☆
1,627 - StevenStavrakis/obsidian-mcp — A simple MCP server for Obsidian ☆
723
- mondaycom/mcp — AI agents with secure data access ☆
419 - jerhadf/linear-mcp-server — MCP server for Linear issue tracking ☆
347 - makeplane/plane-mcp-server — Plane's Official Model Context Protocol Server ☆
293 - taskade/mcp — MCP server for Taskade project management ☆
164 - tacticlaunch/mcp-linear — MCP server for Linear project management ☆
146 - roychri/mcp-server-asana — MCP server for Asana task and project management ☆
148 - its-dart/dart-mcp-server — Dart AI Model Context Protocol (MCP) server ☆
128 - aikts/yandex-tracker-mcp — Yandex Tracker MCP Server with OAuth2 support ☆
105 - georgeantonopoulos/Basecamp-MCP-Server — Basecamp 3+ project management ☆
97 - feuerdev/keep-mcp — MCP server for Google Keep ☆
91 - tonyzorin/youtrack-mcp — YouTrack server, ARM64 and AMD64 ☆
91 - m0xai/trello-mcp-server — A simple yet powerful MCP server for Trello. ☆
54 - taazkareem/clickup-mcp-server — ClickUp MCP Server - project management with AI ☆
50 - EduBase/MCP — MCP server for EduBase e-learning platform ☆
27 - Teamwork/mcp — Teamwork.com MCP server ☆
24 - bivex/kanboard-mcp — MCP server for Kanboard project management integration ☆
24 - kocakli/Trello-Desktop-MCP — Trello integration for Claude Desktop via MCP ☆
36 - kelvin6365/plane-mcp-server — MCP server for Plane.so project management ☆
40 - Prat011/mcp-server-monday — MCP Server to interact with Monday.com boards and items ☆
34 - khaoss85/mcp-orchestro — Transform product ideas into reality with an intelligent orchestration system that bridges Product Managers, Developers, and AI. Orchestro conducts the entire development symphony: task decomposition, dependency tracking, pattern learning, and real-time progress visualization. ☆
16
- screenpipe/screenpipe — AI app store with 24/7 desktop history ☆
21,142 - nspady/google-calendar-mcp — MCP integration for Google Calendar to manage events. ☆
1,173 - Doist/todoist-mcp — Todoist tools for AI agents ☆
536 - abhiz123/todoist-mcp-server — Todoist natural language task management ☆
392 - Omar-V2/mcp-ical — Interact with MacOS Calendar ☆
325 - zcaceres/gtasks-mcp — A Google Tasks Model Context Protocol Server for Claude ☆
157 - dominik1001/caldav-mcp — CalDAV calendar sync ☆
97 - stanislavlysenko0912/todoist-mcp-server — Todoist Rest API and Sync API ☆
64 - alexarevalo9/ticktick-mcp-server — TickTick task management ☆
72 - takumi0706/google-calendar-mcp — Google Calendar for Claude Desktop ☆
59 - flesler/mcp-tasks — Efficient task management with views ☆
47 - jen6/ticktick-mcp — TickTick task management with filtering ☆
67 - arpitbatra123/mcp-googletasks — MCP server for Google Tasks management ☆
48 - awwaiid/mcp-server-taskwarrior — MCP Server for TaskWarrior! ☆
50 - urbanogardun/things3-mcp — MCP server for Things3 integration on macOS ☆
23 - jbrinkman/valkey-ai-tasks — MCP server for task management with Valkey persistence ☆
25 - hichana/goalstory-mcp — Goal tracking with AI-powered storytelling ☆
18 - Danielpeter-99/calcom-mcp — A FastMCP server for interacting with the Cal.com API. This enables LLMs to manage event types, create bookings, and access Cal.com scheduling data programmatically. ☆
19
- anyproto/anytype-mcp — AI with Anytype encrypted local data ☆
509 - ProfessionalWiki/MediaWiki-MCP-Server — Connect AI with any MediaWiki ☆
122 - yuna0x0/hackmd-mcp — HackMD note-taking integration ☆
67 - HenryHaoson/Yuque-MCP-Server — Yuque mcp server ☆
69 - growilabs/growi-mcp-server — A Model Context Protocol (MCP) server that connects AI models to GROWI wiki content. Enables LLMs to search and retrieve information from your organization's knowledge base for accurate, context-aware responses. ☆
19
- oOo0oOo/lean-lsp-mcp — Lean Theorem Prover MCP ☆
477 - szeider/mcp-solver — Constraint optimization and solving ☆
178 - Pantheon-Security/notebooklm-mcp-secure — Secure NotebookLM MCP with 14 security layers ☆
80 - NellyW8/MCP4EDA — RTL-to-GDSII automation with LLM ☆
105 - SecretiveShell/MCP-wolfram-alpha — Wolfram Alpha computational intelligence ☆
75 - neuromechanist/matlab-mcp-tools — An MCP to develop MATLAB pipelines section by section and read figures one dimension at a time ☆
18
- superradcompany/microsandbox — easy fast local-first microVM runtime and library ☆
7,832 - dagger/container-use — MCP server for container orchestration ☆
4,014 - sandbaseai/sandbase-harness — Local-first agent runtime with sandboxed execution, approvals, audit, replay, and MCP tools ☆
629 - Automata-Labs-team/code-sandbox-mcp — Secure code sandbox in Docker ☆
326 - bazinga012/mcp_code_executor — Execute Python in Conda environment ☆
212 - alfonsograziano/node-code-sandbox-mcp — MCP server for Node.js code sandbox execution ☆
157 - hopx-ai/mcp — Execute code in isolated cloud containers ☆
155 - gradion-ai/ipybox — Python code execution sandbox with MCP tool calling ☆
73 - r33drichards/mcp-js — MCP server exposing V8 JavaScript runtime for AI agents ☆
51 - yepcode/mcp-server-js — JavaScript MCP server framework by YepCode ☆
46 - hileamlakB/Python-Runtime-Interpreter-MCP-Server — Safe Python runtime interpreter ☆
28 - gwbischof/outsource-mcp — Give your AI assistant its own AI assistants. ☆
30
- blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆
3,065 - JackKuo666/Google-Scholar-MCP-Server — Search Google Scholar papers ☆
388 - reading-plus-ai/mcp-server-deep-research — Comprehensive research with reports ☆
213 - adityak74/mcp-scholarly — A MCP server to search for accurate academic articles. ☆
185 - andybrandt/mcp-simple-arxiv — arXiv paper search and reading ☆
199 - andybrandt/mcp-simple-pubmed — PubMed medical research search ☆
171 - takashiishida/arxiv-latex-mcp — MCP server for arXiv LaTeX paper retrieval ☆
144 - kaliaboi/mcp-zotero — Zotero collections for Claude Desktop ☆
164 - JackKuo666/PubMed-MCP-Server — Search and analyze PubMed articles ☆
126 - OctagonAI/octagon-deep-research-mcp — AI-powered comprehensive research and analysis ☆
94 - akalaric/mcp-wolframalpha — Wolfram Alpha integration for Python ☆
84 - HzaCode/OneCite — Parse and format academic references ☆
65 - szeider/mcp-dblp — Access DBLP computer science bibliography ☆
42 - drAbreu/alex-mcp — MCP server for OpenAlex ☆
54 - prashalruchiranga/arxiv-mcp-server — arXiv API via natural language ☆
40 - hbg/mcp-paperswithcode — MCP interface for PapersWithCode API ☆
26 - JackKuo666/bioRxiv-MCP-Server — Access bioRxiv papers ☆
25 - gemy411/multi-agents-research — a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general ☆
16 - mochow13/google-scholar-mcp — MCP server for Google Scholar written in TypeScript ☆
24
- cantian-ai/bazi-mcp — Bazi Chinese astrology information ☆
422 - Rudra-ravi/wikipedia-mcp — Retrieve Wikipedia information ☆
288 - ahonn/mcp-server-gsc — Google Search Console data access ☆
260 - hellokaton/unsplash-mcp-server — A MCP server for Unsplash image search. ☆
234 - deadletterq/mcp-opennutrition — MCP server for nutrition data and analysis ☆
200 - OpenDataMCP/OpenDataMCP — Connect any Open Data to any LLM with Model Context Protocol. ☆
155 - damionrashford/RivalSearchMCP — MCP server for competitive search analysis ☆
121 - cswkim/discogs-mcp-server — MCP Server for Discogs ☆
120 - cameronrye/openzim-mcp — MCP server for OpenZIM archive access ☆
117 - 8enSmith/mcp-open-library — MCP server for Open Library book and author search ☆
89 - yuna0x0/anilist-mcp — AniList MCP server for accessing anime and manga data ☆
84 - riemannzeta/patent_mcp_server — MCP Server for USPTO data ☆
74 - anysiteio/anysite-mcp-server — LinkedIn data access ☆
63 - Linked-API/linkedapi-mcp — LinkedIn account control and data retrieval ☆
63 - zoomeye-ai/mcp_zoomeye — MCP server for ZoomEye network asset information ☆
80 - r-huijts/rijksmuseum-mcp — Rijksmuseum artwork exploration ☆
71 - djalal/quran-mcp-server — Quran.com verses, translations, tafsir ☆
71 - 0xDAEF0F/job-searchoor — A simple MCP server that delivers you jobs based on your needs ☆
66 - imprvhub/mcp-domain-availability — MCP server to check domain availability ☆
57 - yamanoku/baseline-mcp-server — Web API Baseline status information ☆
37 - zzaebok/mcp-wikidata — Wikidata API implementation ☆
48 - amurshak/congressMCP — US Congress data for AI agents ☆
32 - joelio/stocky — An MCP server for searching and downloading stock photography. ☆
26 - adawalli/nexus — MCP Server to make searching openrouter easy ☆
23 - jhomen368/overseerr-mcp — Model Context Protocol (MCP) server for Overseerr and Seerr (the unified successor) - enables AI assistants to search, request, and manage media through your Seer instance ☆
21 - JamesANZ/us-legal-mcp — An MCP server that provides comprehensive US legislation. ☆
36 - angheljf/nyt — MCP server for New York Times article search ☆
19 - DappierAI/dappier-mcp — MCP server for Dappier AI integration ☆
43 - Himalayas-App/himalayas-mcp — Remote jobs MCP server — search 100,000+ remote jobs, post listings, find candidates, and check salary benchmarks from Claude, ChatGPT, Cursor, and any MCP client. Free, no API key required. ☆
19 - mikechao/metmuseum-mcp — Met Museum art collection discovery ☆
32 - cameronrye/activitypub-mcp — A comprehensive Model Context Protocol (MCP) server that enables LLMs like Claude to explore and interact with the existing Fediverse through standardized MCP tools, resources, and prompts. ☆
17 - kehvinbehvin/json-mcp-filter — JSON MCP server to filter only relevant data for your LLM ☆
25 - siva010928/multi-chat-mcp-server — MCP server for multi-chat capabilities ☆
26 - delorenj/mcp-server-ticketmaster — Ticketmaster Discovery API ☆
25 - r-huijts/opentk-mcp — MCP server for Dutch parliamentary data via OpenTK ☆
21 - AshwinSundar/congress_gov_mcp — Query US Congress.gov API ☆
19
- lfnovo/content-core — Extract what matters from any media source ☆
169 - erithwik/mcp-hn — MCP Server for Hackernews ☆
76 - imprvhub/mcp-rss-aggregator — RSS feed aggregation for Claude Desktop ☆
27 - pskill9/hn-server — Hacker news MCP server ☆
40 - format37/youtube_mcp — youtube transcriber mcp server ☆
32 - the0807/GeekNews-MCP-Server — GeekNews MCP Server ☆
18
- exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆
4,893 - tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆
2,342 - Aas-ee/open-webSearch — MCP server for open web search ☆
1,730 - nickclyde/duckduckgo-mcp-server — MCP server for DuckDuckGo search ☆
1,425 - brave/brave-search-mcp-server — Brave Search with AI summarization ☆
1,390 - ihor-sokoliuk/mcp-searxng — Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client ☆
1,147 - mrkrsl/web-search-mcp — Local web search for Claude Desktop ☆
1,092 - kagisearch/kagimcp — Official Kagi search MCP server ☆
480 - pskill9/web-search — Web search using free google search (NO API KEYS REQUIRED) ☆
467 - jae-jae/g-search-mcp — Parallel Google search with summaries ☆
271 - superagents-lab/search1api-mcp — MCP server for web search and crawl via Search1API ☆
173 - serpapi/serpapi-mcp — SerpApi MCP Server for Google and other search engine results ☆
166 - nkapila6/mcp-local-rag — RAG-like web search via MCP ☆
133 - SecretiveShell/MCP-searxng — SearXNG search for agentic systems ☆
128 - ChanMeng666/server-google-news — MCP server for Google News integration ☆
126 - mikechao/brave-search-mcp — MCP server for Brave Search with filtering options ☆
125 - isnow890/naver-search-mcp — MCP server for Naver search integration ☆
84 - tanigami/mcp-server-perplexity — Perplexity API chat with citations ☆
94 - ConechoAI/openai-websearch-mcp — openai websearch tool as mcp server ☆
93 - zhsama/duckduckgo-mcp-server — MCP server for DuckDuckGo web search ☆
86 - leehanchung/bing-search-mcp — MCP Server for Bing Search API ☆
78 - pwilkin/mcp-searxng-public — Query public SearXNG instances ☆
53 - OvertliDS/mcp-searxng-enhanced — SearXNG web search with category awareness ☆
54 - ubie-oss/mcp-vertexai-search — A MCP server for Vertex AI Search ☆
38 - Tomatio13/mcp-server-tavily — MCP Server for Tavily API integration ☆
50 - ac3xx/mcp-servers-kagi — A Model Context Protocol server implementation for Kagi's API ☆
45 - garylab/serper-mcp-server — A Serper MCP Server ☆
38 - mnhlt/WebSearch-MCP — MCP server for web search integration ☆
40
- auth0/auth0-mcp-server — Auth0 tenant management via natural language ☆
113 - sshaaf/keycloak-mcp-server — MCP server for Keycloak identity and access management ☆
46 - firstorderai/authenticator_mcp — Authenticator App for AI agents ☆
42 - atomicchonk/roadrecon_mcp_server — Azure AD ROADrecon analysis for Claude ☆
52 - ChristophEnglisch/keycloak-model-context-protocol — Keycloak user and realm management ☆
46 - hieuttmmo/entraid-mcp-server — EntraID via Microsoft Graph API ☆
40 - descope-sample-apps/descope-mcp-server-stdio — Descope user management and audits ☆
34 - kapilduraphe/okta-mcp-server — Okta MCP Server ☆
22
- eqtylab/mcp-guardian — Manage / Proxy / Secure your MCP Servers ☆
199 - kapilduraphe/mcp-watch — Security scanner for MCP servers ☆
135 - 82ch/MCP-Dandan — MCP security with real-time proxying ☆
65 - postralai/masquerade — The Privacy Firewall for LLMs ☆
78 - kontext-security/attestable-mcp-server — Hardware attestation for MCP server integrity ☆
21 - AIM-Intelligence/AIM-MCP — AIM MCP Server :: Guard and Protect your MCPs & AI Chatting ☆
21 - cromwellian/hippycampus — REST endpoint to MCP conversion ☆
20
- vespo92/OPNSenseMCP — MCP Server for OPNSense to act as IaC proxy ☆
79 - intruder-io/intruder-mcp — An MCP server to let AI agents control Intruder ☆
26
- PortSwigger/mcp-server — MCP Server for Burp ☆
1,090 - w0h1v/mcp-maigret — Maigret OSINT user account collection ☆
258 - w0h1v/mcp-virustotal — VirusTotal API queries ☆
146 - w0h1v/mcp-shodan — MCP server for Shodan - device search, IP recon, CVE intel ☆
157 - roadwy/cve-search_mcp — CVE database security queries ☆
103 - mobb-dev/bugsy — Automatic security vulnerability remediation for your code. ☆
68 - GitGuardian/ggmcp — Scan and remediate hardcoded secrets ☆
37 - StacklokLabs/osv-mcp — An MCP server for OSV ☆
38 - w0h1v/mcp-dnstwist — DNS fuzzing for phishing detection ☆
51 - nickpending/mcp-recon — Tellix conversational recon interface ☆
30 - gnlds/mcp-cve-intelligence-server-lite — CVE intelligence from NVD, MITRE, GitHub ☆
19
- mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆
11,469 - LaurieWired/GhidraMCP — MCP Server for Ghidra ☆
9,840 - zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆
2,682 - symgraph/GhidrAssistMCP — An native MCP server extension for Ghidra ☆
723 - zinja-coder/apktool-mcp-server — APK Tool for Android reverse engineering ☆
636 - fosdickio/binary_ninja_mcp — Binary Ninja plugin for LLM integration ☆
423 - radareorg/radare2-mcp — MCP stdio server for radare2 ☆
293 - 13bm/GhidraMCP — Active Socket based MCP Server for Ghidra ☆
134 - pullkitsan/mobsf-mcp-server — MobSF APK and IPA security scanning ☆
21
- beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆
2,152 - MorDavid/BloodHound-MCP-AI — BloodHound integration with AI through MCP ☆
374 - CrowdStrike/falcon-mcp — CrowdStrike Falcon security analysis ☆
238 - gbrigandi/mcp-server-wazuh — MCP Server for Wazuh SIEM ☆
235 - securityfortech/secops-mcp — All-in-one security testing toolbox via MCP ☆
207 - cycodehq/cycode-cli — SAST, SCA, Secrets, IaC security scanning ☆
99 - zxzinn/opencti-mcp — OpenCTI threat intelligence platform ☆
40 - panther-labs/mcp-panther — Detections, alerts, and log queries ☆
47 - qianniuspace/mcp-security-audit — MCP server for security auditing ☆
56 - slouchd/cyberchef-api-mcp-server — CyberChef API MCP Server ☆
44 - Gaffx/volatility-mcp — This repo hosts an MCP server for volatility3.x ☆
52 - fr0gger/MCP_Security — This is a repository to experiment with MCP for security ☆
51 - Contrast-Security-OSS/mcp-contrast — MCP Server for Contrast Security ☆
23 - jyjune/mcp_vms — MCP server for controlling and accessing a video surveillance system ☆
17 - gbrigandi/mcp-server-cortex — MCP Server for Cortex ☆
16
- iFurySt/RedNote-MCP — MCP server for accessing RedNote(XiaoHongShu, xhs). ☆
1,094 - karanb192/reddit-mcp-buddy — Clean Reddit data: posts, search, users ☆
800 - dialog-tools/reddit-research-mcp — Reddit research with structured insights ☆
232 - adhikasp/mcp-twikit — Twitter interaction via MCP ☆
234 - HagaiHen/facebook-mcp-server — Facebook posts, comments, insights automation ☆
209 - Seym0n/tiktok-mcp — Model Context Protocol (MCP) with TikTok integration ☆
191 - Xquik-dev/x-twitter-scraper — X/Twitter API platform with MCP, tweet search, profile tweets, follower export, media download, posting, replies, webhooks, REST API, and SDKs ☆
184 - 34892002/bilibili-mcp-js — Bilibili video search MCP service ☆
189 - trypeggy/instagram_dm_mcp — Instagram Direct messages MCP ☆
178 - anwerj/youtube-uploader-mcp — Upload, Update or Schedule videos on Youtube with the help of AI ☆
51 - LuniaKunal/mcp-twitter — Manage your twitter account using mcp ☆
60 - macrocosm-os/macrocosmos-mcp — The MCP for macrocosmos subnets. ☆
29 - jaipandya/producthunt-mcp-server — MCP server for Product Hunt data access ☆
53 - ertiqah/linkedin-mcp-runner — LinkedIn content analysis and posting ☆
30 - AbdelStark/nostr-mcp — Nostr posting and interaction ☆
38 - laulauland/bluesky-context-server — Bluesky MCP server ☆
33 - jonathan-politzki/mcp-writer-substack — Bridge Substack writings to Claude ☆
32 - mbelinky/x-mcp-server — MCP server to post on x.com with OAuth v1 and v2 ☆
21 - gwbischof/bluesky-social-mcp — A Bluesky MCP ☆
16
- r-huijts/strava-mcp — Strava fitness data integration ☆
471 - rishijatia/fantasy-pl-mcp — Fantasy Premier League MCP Server ☆
76 - guillochon/mlb-api-mcp — MCP server for MLB baseball statistics ☆
57 - yeonupark/mcp-soccer-data — Real-time football data ☆
39 - mikechao/balldontlie-mcp — MCP server for NBA, NFL, MLB sports data ☆
26 - lenwood/cfbd-mcp-server — An MCP server enabling CFBD API queries within Claude Desktop. ☆
27 - kw510/strava-mcp — MCP server with Strava OAuth on Cloudflare Workers ☆
26 - r-huijts/firstcycling-mcp — MCP server for professional cycling data from FirstCycling ☆
19 - tomekkorbak/strava-mcp-server — MCP server for Strava API integration ☆
22 - willvelida/mcp-afl-server — This is a Model Context Protocol (MCP) server that provides AFL (Australian Football League) data from Squiggle API. ☆
17 - RobSpectre/mvf1 — Python package and CLI for MultiViewer For F1 ☆
19
- mbailey/voicemode — Natural voice conversations with Claude Code ☆
1,332 - mberg/kokoro-tts-mcp — Kokoro Text to Speech (TTS) MCP Server ☆
81
- caol64/wenyan-mcp — Markdown formatting and translation to Chinese ☆
1,302 - aymericzip/intlayer — MCP server for Intlayer internationalization ☆
798 - DeepL/deepl-mcp-server — Translation with DeepL API ☆
111 - translated/lara-mcp — Lara Translate API with language detection ☆
96 - mmntm/weblate-mcp — ☆
22
- openbnb-org/mcp-server-airbnb — Search Airbnb using your AI Agent ☆
512 - cobanov/teslamate-mcp — MCP server for TeslaMate vehicle data and analytics ☆
134 - r-huijts/ns-mcp-server — MCP server for Dutch Railways (NS) travel information ☆
59 - pab1it0/tripadvisor-mcp — MCP server for Tripadvisor location data and reviews ☆
62 - Pradumnasaraf/aviationstack-mcp — MCP for AviationStack API - real-time flight data ☆
25 - mfukushim/map-traveler-mcp — Virtual traveler library for MCP ☆
23 - sunsetcoder/flightradar24-mcp-server — Model Context Protocol server for Flight Tracking ☆
47 - KyrieTangSheng/mcp-server-nationalparks — US National Parks info via NPS API ☆
41 - variflight/variflight-mcp — Variflight services implementation ☆
31 - campertunity/mcp-server — ☆
16 - JordanDalton/DoorDash-MCP-Server — MCP server for DoorDash delivery service integration ☆
25
- ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆
29,776 - firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆
7,282 - apify/apify-mcp-server — MCP server for Apify web scraping and data extraction ☆
4,416 - brightdata/brightdata-mcp — All-in-one public web access solution ☆
2,604 - jae-jae/fetcher-mcp — Playwright web page content fetching ☆
1,074 - etsd-tech/mcp-pointer — DOM element pointing for agents ☆
593 - tinyfish-io/agentql-mcp — AgentQL data extraction integration ☆
177 - scrapeless-ai/scrapeless-mcp-server — Scrapeless Mcp Server ☆
168 - just-every/mcp-read-website-fast — Fast webpage to markdown conversion ☆
161 - pskill9/website-downloader — MCP server to download entire websites ☆
157 - cyberchitta/scrapling-fetch-mcp — Access bot-protected websites ☆
110 - just-every/mcp-screenshot-website-fast — Fast webpage screenshots for LLMs ☆
108 - oxylabs/oxylabs-mcp — Official Oxylabs MCP integration ☆
101 - supadata-ai/mcp — Video and web scraping for Claude ☆
62 - pragmar/mcp-server-webcrawl — Web crawler data and archives connection ☆
45 - webscraping-ai/webscraping-ai-mcp-server — MCP server for AI-powered web scraping ☆
45 - crawlbase/crawlbase-mcp — MCP server connecting AI agents with real-time web data ☆
55 - puremd/puremd-mcp — Unblock, scrape, and search tools for MCP clients ☆
60 - Decodo/mcp-server — Decodo web scraping for MCP clients ☆
34 - ananddtyagi/webpage-screenshot-mcp — MCP server for webpage screenshot capture ☆
57 - djannot/puppeteer-vision-mcp — Web scraping with AI-driven interaction handling ☆
48 - olostep/olostep-mcp-server — MCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies. Gives any MCP-compatible AI agent the ability to scrape, crawl, batch-extract, and search the web in real time. ☆
23 - wong2/mcp-jina-reader — Jina Reader MCP Server ☆
47 - DevEnterpriseSoftware/scrapi-mcp — MCP server for using ScrAPI to scrape web pages. ☆
18 - levz0r/html-to-markdown-mcp — HTML to Markdown converter using Turndown ☆
25
The most starred projects in this list, sorted by GitHub stars.
- upstash/context7 — Up-to-date code docs for LLMs ☆
61,034 - ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆
49,506 - mindsdb/mindshub — Query Engine for AI Analytics - self-reasoning agents on live data ☆
39,618 - microsoft/playwright-mcp — Playwright MCP server ☆
36,321 - github/github-mcp-server — GitHub's official MCP Server ☆
32,396 - ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆
29,776 - oraios/serena — Semantic code retrieval and editing toolkit ☆
28,309 - mastra-ai/mastra — TypeScript AI agent framework with RAG ☆
27,344 - PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆
27,317 - Skyvern-AI/skyvern — Automate browser based workflows with AI ☆
22,808 - czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆
22,740 - trycua/cua — MCP server for CUA platform ☆
21,745 - screenpipe/screenpipe — AI app store with 24/7 desktop history ☆
21,142 - vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆
20,769 - apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆
17,012 - googleapis/mcp-toolbox — Open source database MCP toolbox ☆
16,227 - GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆
15,694 - zilliztech/claude-context — Code search for Claude Code agents ☆
12,425 - elie222/inbox-zero — AI email assistant for inbox zero ☆
12,050 - tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆
11,983 - mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆
11,469 - instantdb/instant — Modern Firebase with real-time database ☆
10,393 - LaurieWired/GhidraMCP — MCP Server for Ghidra ☆
9,840 - awslabs/mcp — AWS MCP servers for AI assistants ☆
9,627 - wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆
9,364 - mark3labs/mcp-go — Go implementation of MCP ☆
9,017 - lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆
8,514 - idosal/git-mcp — Free remote MCP for any GitHub project ☆
8,339 - Upsonic/Upsonic — Build autonomous AI agents in Python. ☆
7,942 - superradcompany/microsandbox — easy fast local-first microVM runtime and library ☆
7,832 - firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆
7,282 - BrowserMCP/mcp — Browser control for AI applications ☆
6,998 - grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆
6,980 - GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆
6,557 - genkit-ai/genkit — AI app framework for JavaScript and Go ☆
6,350 - getsentry/XcodeBuildMCP — MCP server for Xcode build operations ☆
6,266 - lharries/whatsapp-mcp — WhatsApp MCP server ☆
6,178 - mobile-next/mobile-mcp — Mobile automation for iOS, Android, emulators ☆
5,962 - sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆
5,776 - 21st-dev/magic-mcp — Frontend development with AI like Magic ☆
5,699 - baserow/baserow — No-code database, apps, agents with AI ☆
5,645 - executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆
5,632 - lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆
5,405 - Coding-Solo/godot-mcp — MCP server for Godot game engine ☆
5,285 - Kiln-AI/Kiln — Build AI systems with Evals, RAG, Agents, fine-tuning ☆
5,029 - openclaw/Peekaboo — macOS screenshot and window capture MCP server ☆
5,023 - exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆
4,893 - makenotion/notion-mcp-server — Official Notion MCP Server ☆
4,594 - apify/apify-mcp-server — MCP server for Apify web scraping and data extraction ☆
4,416 - antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆
4,325 - MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆
4,319 - archestra-ai/archestra — Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator ☆
4,199 - haris-musa/excel-mcp-server — Excel file manipulation ☆
4,118 - CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆
4,106 - cloudflare/mcp-server-cloudflare — Cloudflare services management ☆
4,098 - dagger/container-use — MCP server for container orchestration ☆
4,014 - IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆
3,953 - basicmachines-co/basic-memory — AI conversations that remember context ☆
3,694 - nowork-studio/notfair-plugin — NotFair Google Ads MCP — diagnose, recommend, and execute campaign changes ☆
3,383 - nowork-studio/notfair-plugin — Claude Code skills for SEO, GEO, Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP ☆
3,383 - bytebase/dbhub — Token-efficient multi-database MCP ☆
3,383 - grafana/mcp-grafana — MCP server for Grafana ☆
3,378 - metorial/metorial — Connect any AI model to 1200+ integrations (MCP, CLI, API) ☆
3,346 - crystaldba/postgres-mcp — Postgres with read/write access and performance ☆
3,209 - blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆
3,065 - taylorwilsdon/google_workspace_mcp — MCP server for Google Workspace integration ☆
3,048 - Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆
2,945 - zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆
2,927 - supabase/mcp — Connect Supabase to your AI assistants ☆
2,868 - sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆
2,719 - zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆
2,682 - metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆
2,614 - brightdata/brightdata-mcp — All-in-one public web access solution ☆
2,604 - perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆
2,469 - tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆
2,342 - financial-datasets/mcp-server — Financial Datasets stock market API ☆
2,280 - jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆
2,277 - samuelgursky/davinci-resolve-mcp — MCP server integration for DaVinci Resolve Studio ☆
2,217 - beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆
2,152 - cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆
2,147 - joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆
2,140 - chatmcp/mcpso — directory for Awesome MCP Servers ☆
2,102 - benborla/mcp-server-mysql — MCP server for MySQL database operations ☆
2,060 - stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆
2,027 - IBM/mcp-cli — Feature-rich CLI for interacting with MCP servers ☆
2,020 - nottelabs/notte — Framework to build web agents ☆
1,996 - containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆
1,985 - microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆
1,969 - CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆
1,870 - MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆
1,846 - korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆
1,790 - ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆
1,783 - julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆
1,762 - stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆
1,754 - Aas-ee/open-webSearch — MCP server for open web search ☆
1,730 - stack-chan/stack-chan — A JavaScript-driven M5Stack-embedded super-kawaii robot. ☆
1,663 - leonardsellem/n8n-mcp-server — Tools for interacting with n8n API ☆
1,636 - bitbonsai/mcpvault — Lightweight Obsidian vault access ☆
1,627 - ezyang/codemcp — Coding assistant MCP for Claude Desktop ☆
1,608 - WordPress/mcp-adapter — Bridge Abilities API to MCP ☆
1,604
Please see CONTRIBUTING for details.
Found something wrong? Open an issue or submit a pull request — contributions are welcome!
- modelcontextprotocol/servers
- punkpeye/awesome-mcp-servers
- appcypher/awesome-mcp-servers
- wong2/awesome-mcp-servers
- All Contributors
The MIT License (MIT). Please see License File for more information.