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AIConn

Infrastructure for production AI agents — security, memory, and developer tools. Rust-first, MCP-native.

AIConn

Infrastructure for production AI agents — security, memory, and developer tools.

Rust-first. MCP-native. Offline-first. Zero telemetry.


What we build

All tools share a common architecture: single binary, no cloud dependency, composable via the Model Context Protocol.

AgentShield — Security Scanner for AI Agent Extensions

Offline-first, multi-framework security scanner. Detects command injection, SSRF, credential exfiltration, tool poisoning, and supply chain risks in MCP servers, CrewAI agents, and LangChain tools. 12 built-in detectors, 4 adapters, SARIF output, GitHub Action, VS Code extension. Validated against 7 Anthropic reference MCP servers.

brew tap aiconnai/engram && brew install agentshield
agentshield scan ./my-mcp-server

Engram — Persistent Memory for AI Agents

Production-grade memory engine: hybrid search (BM25 + vector), knowledge graphs, 216+ MCP tools, portable .egm snapshots, multi-agent sync, multimodal memory (image/audio/video), gRPC + HTTP transports. Used in production at MBRAS AI Chat.

cargo add engram-core
# or: pip install engram-client

Claude Toolkit — Developer Workflow Tools

Unified CLI for Claude Code — Claude Primer (repo priming) + MAO Orchestrator (multi-agent coordination with intelligent model routing).

ImageKit MCP Server — Media Asset Management

MCP server for ImageKit.io — upload, search, transform, and manage media assets from any MCP-compatible AI agent.


SDKs

Language Package Install
Rust engram-core cargo add engram-core
Python engram-client pip install engram-client
TypeScript engram-client npm install engram-client

Philosophy

An AI agent is only as reliable as the infrastructure it runs on.

We build the layer below the model: where data is stored, where access is controlled, and where agent behavior can be audited. Every tool we ship:

  • Works offline — no cloud account required to get started
  • Ships as a single binary — no runtime dependencies
  • Speaks MCP — compatible with Claude, Cursor, Windsurf, and any MCP client
  • Is open source (MIT or Apache-2.0) or has a free tier

The stack in practice

Agent (Claude / GPT / Gemini)
  │
  ├── AgentShield  ← scans MCP servers before deployment
  │                   detects injection, SSRF, exfiltration
  │
  ├── Engram       ← stores episodic + semantic memory
  │                   retrieves context across sessions
  │                   syncs to S3/R2 for persistence
  │
  └── MCP Server   ← your tools (ImageKit, databases, APIs)

Built in Rust. Tested in production. Shipped as open source.

Popular repositories Loading

  1. agentshield agentshield Public

    Security scanner for AI agent extensions — offline-first, multi-framework, SARIF output

    Rust 6 1

  2. automate automate Public archive

    Automate Small Business Different Systems

    1

  3. engram engram Public

    AI Memory Infrastructure - Persistent memory for AI agents with semantic search, knowledge graphs, and cloud sync

    Rust 1

  4. primer primer Public

    Unified CLI for Claude Code — Claude Primer + MAO Orchestrator

    JavaScript 1

  5. ForPro1 ForPro1 Public archive

    App Version1

  6. sites-ad sites-ad Public archive

    CSS

Repositories

Showing 10 of 17 repositories
  • cortex Public

    Heavy agent runtime — ReACT loops, crew orchestration, multi-provider LLM, cost tracking. The computational core for long-lived AI agent workloads.

    aiconnai/cortex’s past year of commit activity
    Rust 0 Apache-2.0 0 0 0 Updated Mar 21, 2026
  • docs Public
    aiconnai/docs’s past year of commit activity
    TypeScript 0 0 0 0 Updated Mar 21, 2026
  • meridian Public

    Agent runtime for Cloudflare — memory, security, and MCP built in. TypeScript orchestration layer for SvelteKit + Durable Objects.

    aiconnai/meridian’s past year of commit activity
    TypeScript 0 0 0 0 Updated Mar 21, 2026
  • engram Public

    AI Memory Infrastructure - Persistent memory for AI agents with semantic search, knowledge graphs, and cloud sync

    aiconnai/engram’s past year of commit activity
    Rust 1 MIT 0 1 0 Updated Mar 21, 2026
  • agentshield Public

    Security scanner for AI agent extensions — offline-first, multi-framework, SARIF output

    aiconnai/agentshield’s past year of commit activity
    Rust 6 Apache-2.0 1 0 0 Updated Mar 21, 2026
  • homebrew-engram Public

    Homebrew tap for Engram - AI memory infrastructure

    aiconnai/homebrew-engram’s past year of commit activity
    Ruby 0 MIT 0 0 0 Updated Mar 21, 2026
  • .github Public

    AIConn org profile

    aiconnai/.github’s past year of commit activity
    0 0 0 0 Updated Mar 21, 2026
  • primer Public

    Unified CLI for Claude Code — Claude Primer + MAO Orchestrator

    aiconnai/primer’s past year of commit activity
    JavaScript 1 MIT 0 0 0 Updated Mar 16, 2026
  • mao-marketplace Public archive

    ⚠️ Moved to limaronaldo/claude-toolkit — see packages/mao-orchestrator/

    aiconnai/mao-marketplace’s past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Mar 13, 2026
  • imagekit-mcp-server Public

    MCP server for ImageKit.io — upload, search, transform, and manage media assets

    aiconnai/imagekit-mcp-server’s past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Feb 21, 2026

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