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@AI-Guiders

AI Guiders

Open tools for agent-first .NET work: Cascade IDE, MCP servers, kb-public. Handbook: github.com/AI-Guiders/handbook
README.md

AI-Guiders

Open tools for agent-first .NET work — IDE, MCP servers, and shared libraries so humans and coding agents share the same observable ground truth (build, tests, git, Roslyn, memory).
Handbook (mission, values, how we work) handbook wiki · repo
Public knowledge slice (CC BY-SA) kb-public
Org site (EN/RU) ai-guiders.github.io
Writing & project cards karataevdmitry.github.io

Open stack (start here)

IDE & agent surface

Project What it is
cascade-ide Agent-, keyboard-, C#-first IDE (Avalonia, .NET 10). Cockpit-style attention model, in-proc MCP, chat. MIT.
agent-notes-mcp MCP 2.0: hot context, knowledge/, routing, localhost status — one TOML config (--config). MIT.
AIGuiders.AgentNotes.Core Shared storage & routing library (MCP + IDE). NuGet. MIT.
kb-public Published read-only KB for agents (playbooks, integrity kernel). Content CC BY-SA; not the full private canon.

C# toolchain (MCP parity)

Same facts in the IDE and in Cursor/Claude via MCP — not a second story in chat.

Project Role
RoslynMcp Diagnostics, code actions, go-to-definition, rename, solution structure
dotnet-debug-mcp DAP debugging (breakpoints, steps, variables)
dotnet-build-test-mcp Structured dotnet build / dotnet test
git-mcp Git status, diff, logical commits
hybrid-codebase-index Hybrid FTS + optional semantic index (SQLite)

Shared libraries & utilities

Project Role
git-mcp-core Shared git argv (IDE + git-mcp)
hybrid-codebase-index-core Index core (NuGet)
dotnet-debug-core Debug session core
dotnet-build-test-parsers MSBuild/test output parsers (NuGet)
mcp-tool-manifest mcp-tools.manifest.json helpers
AIGuiders.DotnetTools Small .NET utilities across repos

Capture & analysis (opt-in)

Project Role
webcam-capture-mcp Webcam / screen / audio burst capture
webcam-analysis-mcp Burst analysis, OCR, Whisper
webcam-mcp-shared Shared library for webcam MCPs

Learning & other

Project Role
agent-first-learn Course: designing with and for AI agents. MIT.
TInvestMcp T-Bank Invest API (read-only MCP)
dotnet-mcp-templates Templates for new MCP servers

Principles (short)

  • Parity — if the agent can do it via MCP, the IDE should not contradict it.
  • Observable loop — editor, tools, and agent stay in one legible contour (cockpit attention model in Cascade IDE).
  • Fail fast on config — e.g. Agent Notes MCP requires explicit --config / TOML, no silent defaults to the wrong KB.

Contribute

  • Issues & PRs — in the relevant repo above.
  • Handbook — org norms and boundaries: handbook.
  • Security — use each repo’s security policy if present; no secrets in issues.

Licenses

Kind Typical license
MCP / IDE / libraries code MIT (per-repo LICENSE)
kb-public content CC BY-SA 4.0 (see repo PUBLISHING.md)

Third-party notices live in individual repositories.

AI-Guiders · agent-first open stack for .NET

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