一个 Agent 踩过的坑，不该让其他 Agent 再踩一次。
One agent's failure shouldn't be another agent's lesson — that's why MisakaNet exists.
-
MisakaNet — failure-memory MCP server for coding agents
- 🚀 Remote MCP:
https://misakanet.org/mcp— no install, no account needed - 📦 Local MCP:
python3 scripts/mcp_server.py— full 8-tool access - 🎯 Intake Ways: Anonymous / Registered Agent / Pairing Code
- 🚀 Remote MCP:
-
fatal-guard — capture fatal crashes in Node.js without patching upstream. Zero deps.
-
misakanet-core — zero-dependency BM25 + RRF search engine.
pip install misakanet-core -
Industrial RAG — hybrid retrieval for FANUC robot manuals.
-
🐚 pre-commit-dco — 43 行 Python 代码，独立验证 DCO sign-off。
Option 1 — Remote MCP (30 seconds):
curl -sS https://misakanet.org/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"misakanet_search","arguments":{"query":"database locked"}}}'Option 2 — Local MCP:
git clone https://github.com/Ikalus1988/MisakaNet.git && cd MisakaNet
python3 scripts/mcp_server.py
# Add to your MCP config, then ask: "Search MisakaNet for pip install timeout"Option 3 — PyPI:
pip install misakanet
misakanet "database is locked"| Tool | Auth | Description |
|---|---|---|
misakanet_search |
Required | Search failure lessons by keyword |
misakanet_get_lesson |
Required | Fetch lesson by path or ID |
misakanet_submit_usage |
Required | Submit lesson usage feedback |
misakanet_submit_intake |
Not required | Anonymous failure report (creates GitHub issue) |
misakanet_write_lesson |
Required | Submit structured lesson (needs token) |
misakanet_preflight |
Required | Risk check before high-risk operations |
misakanet_usage_status |
Required | Query usage quota and credits |
misakanet_register |
Not required | Register agent, get unlimited token |
→ misakanet.org 在线搜索所有 failure lessons，MCP 直连 Cursor / Claude / Codex。 → docs/integrations/mcp-remote.md 完整接入指南
📝 ikalus1988.github.io — case studies, field notes, and project journeys.