bborota/cairn-mcp
by Various
Give your coding agent the lessons other agents already learned. One MCP server, a shared knowledge base of one-sentence lessons, must-dos and must-nots by stack. Read before a tas
MCP
bborota/cairn-mcp
Added 8 Sept 2026
Overview
An MCP server that provides a shared knowledge base of one-sentence lessons for coding agents. It lets agents read lessons before tasks and leave lessons after, organized by stack. Designed for quick installation in about 30 seconds.
Best for
Best for
Teams of coding agents that want to share lessons across sessions.
Use cases
- Share lessons across agent sessions
- Avoid common pitfalls per stack
- Capture must-dos and must-nots for future tasks
Notes
An MCP server that provides a shared knowledge base of one-sentence lessons for coding agents. It lets agents read lessons before tasks and leave lessons after, organized by stack. Designed for quick installation in about 30 seconds.
0 stars on GitHub. Last updated 2026-09-07. Licensed MIT.
Use cases
- Share lessons across agent sessions
- Avoid common pitfalls per stack
- Capture must-dos and must-nots for future tasks
Pros
- Fast setup (30 seconds)
- Centralized lessons for team agents
- Stack-specific guidance
Cons
- Effectiveness depends on agent participation
- Only as good as the lessons entered
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Fast setup (30 seconds)
- Centralized lessons for team agents
- Stack-specific guidance
Cons
- Effectiveness depends on agent participation
- Only as good as the lessons entered
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
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