Integrations

Connect MisakaNet to your AI coding tool. Search 271+ failure-recovery lessons directly from your workflow.

Available Integrations

Tool	Status	Setup
Cursor	✅ Ready	Failure-memory rule
Claude Code	✅ Ready	Failure playbook
Continue.dev	✅ Ready	Setup Guide
Shell	✅ Ready	misaka-search.sh — see below
misaka run	✅ Ready	python scripts/misaka_run.py <cmd>
Aider	Planned	—
VS Code	Planned	—
Cline	Planned	—

Public smoke evidence

• MCP smoke report — local stdio tool calls verified.
• Runtime smoke matrix — Cursor / Claude Code / misaka run / shell entry points.
• Glama Analytics counting boundary — 0 Glama-routed tool calls ≠ 0 usage.

Quick: Shell Alias

Add to ~/.bashrc or ~/.zshrc:

misaka() {
  local repo="$HOME/MisakaNet"
  if [ ! -d "$repo" ]; then
    git clone https://github.com/Ikalus1988/MisakaNet.git "$repo"
  fi
  cd "$repo" && pip install -q misakanet-core
  python3 search_knowledge.py "$*" --top 5
}

Usage: misaka database locked

Python Integration

from misakanet.tools.langchain_tool import MisakaNetSearchTool

tool = MisakaNetSearchTool()
results = tool._run("database locked")

MCP Server

MisakaNet ships as an MCP server for Claude Code, Cursor, Continue.dev, and any MCP-compatible tool.

Claude Code Setup

Add to ~/.claude/settings.json:

{
  "mcpServers": {
    "misakanet": {
      "command": "python3",
      "args": ["C:/Users/hp/MisakaNet/scripts/mcp_server.py"]
    }
  }
}

Available Tools

Tool	Description
misakanet_search	Search lessons by query, domain, and top-N
misakanet_get_lesson	Get full lesson content by path or ID
misakanet_submit_usage	Report lesson usage (solved/partial/not-helpful)

Prerequisites

# Build SAG-Lite index (one-time)
python3 scripts/export_okf.py
python3 scripts/build_sag_index.py

Usage

Once configured, your AI tool can search MisakaNet directly:

• Claude Code: "search MisakaNet for database locked errors"
• Cursor: @misaka database locked
• Any MCP client: call misakanet_search tool

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Want to build an integration for your tool? See bounty #268.