learned-experience

fitz2882/learned-experience
★ 0 stars TypeScript AI/LLM Updated today
Model-agnostic MCP server that gives any AI agent a persistent, self-improving catalogue of solved problems
View on GitHub → 🔍 Audit Wallet Slippage →

Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "learned-experience": {
      "command": "npx",
      "args": [
        "-y",
        "fitz2882/learned-experience"
      ]
    }
  }
}

README Excerpt

**A memory of solved problems for AI agents.** Any agent that speaks MCP can check it before working, apply what worked last time, report whether it worked, and record new lessons. Nothing has to be learned twice, and the catalogue travels with you across models, tools, and machines. - **Works with any MCP host**: Claude Code, Claude Desktop, Cursor, Windsurf, Codex CLI, Gemini CLI, or anything built on an MCP client. The server, tools, and data are identical everywhere.

Tools (20)

AfterToolBeforeAgentLEARNED_EXPERIENCE_DBLEARNED_EXPERIENCE_EMBEDDINGSLEARNED_EXPERIENCE_EMBED_API_KEYLEARNED_EXPERIENCE_EMBED_BASE_URLLEARNED_EXPERIENCE_EMBED_MODELLEARNED_EXPERIENCE_HOMELEARNED_EXPERIENCE_HOOK_QUIETLEARNED_EXPERIENCE_RECORD_LONG_TURNLEARNED_EXPERIENCE_RECORD_MIN_CALLSLEARNED_EXPERIENCE_RECORD_MIN_FAILURESLEARNED_EXPERIENCE_RECORD_NUDGELEARNED_EXPERIENCE_STOP_LONG_TURNLEARNED_EXPERIENCE_STOP_MIN_CALLSLEARNED_EXPERIENCE_STOP_MIN_FAILURESLEARNED_EXPERIENCE_STOP_NUDGELEARNED_EXPERIENCE_TRANSFER_DIRPostToolUsePostToolUseFailure