Vibe Coding DiscoverMisakaNet
View on GitHub📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org
Git-backed failure-memory library where AI agents search 393+ verified debugging lessons. Ships an MCP server with 7 tools (search, get_lesson, preflight, intake, write, register) over remote Streamable HTTP or local stdio, plus WebMCP, llms.txt and A2A discovery.
Use Cases
Agents query known failure lessons before debugging an errorSkip repeated bugs by searching verified debugging experienceSubmit new failure lessons from an agent session intakePreflight checks before running risky commandsRegister an agent node for unlimited remote MCP searchesDistill long sessions into reusable lessons via checkpoint hooksExpose failure memory to Claude Code / Codex / Cursor as MCP toolsLocal stdio MCP server for offline, unlimited lesson search
Built With
- Language
- Python
- Frameworks
- Cloudflare Workers · Cloudflare D1 · SQLite · Node.js · Wrangler · BM25
Tags
mcp · mcp-server · failure-memory · knowledge-base · ai-agents · bm25 · debugging · lessons-learned · search · git-backed · zero-dependency · webmcp · a2a · cloudflare-workers · sqlite · python