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Learn from Lessons MCP
Finds corrections in local Claude Code, Codex and opencode transcripts and organizes lessons with their source quotes. Its stdio MCP server makes the lesson store available to agents. Requires Python 3.9 or later. Lesson generation uses a configured agent CLI and can send transcript content to its provider; injection commands can edit project instructions. Review extracted lessons before adoption. Public source repository created November 9, 2026 (UTC).
MCP unverified
Integration
| Transport | stdio |
| Auth | none |
| Endpoint | lessons mcp |
| Install | Review the source and install in an isolated Python 3.9 or later environment using pipx install git+https://github.com/assassin808/learn-from-lessons; register lessons mcp; approve transcript scope and provider access before lessons dream, then inspect evidence before applying lessons inject |
Use Cases
| 01 | Retrieve a lesson with the correction that motivated it |
| 02 | Review recurring mistakes across approved transcripts |
Tags
agent-memory corrections transcripts coding-agents
Machine-readable: /api/servers.json
· JSON-LD schema embedded in <head>