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rekipedia

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  • License — License: MIT
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SUMMARY

Turn your codebase into readable format, for both Human and AI Agent.

README.md

rekipedia

Turn any repo into an AI-ready knowledge base — wiki, RAG, and MCP server included.

PyPI version Python 3.11+ MIT License MCP

Why rekipedia?

Problem rekipedia
"Where does the auth logic live?" reki ask "how does auth work?" → src/auth.py:42
Onboarding new devs takes days reki onboard . generates a guided walkthrough in seconds
AI agents hallucinate about your codebase reki mcp gives agents a grounded knowledge base with citations
Refactor anxiety reki hotspots surfaces hub nodes and bridge nodes before you touch anything
Wiki goes stale immediately reki watch . auto-reindexes on every file save

⚡ Quickstart

pip install rekipedia
# or: npx rekipedia

With LLM (richer wiki + Q&A)

export REKIPEDIA_API_KEY=sk-...
reki scan .
reki ask "how does authentication work?"

Key Features

🗂 reki scan — Instant knowledge store

Parses your repo into a SQLite knowledge store with symbols, relationships, and auto-generated wiki pages.

reki scan .            # full scan with LLM summaries
reki scan . --no-llm   # zero config, no API key required

💬 reki ask — Q&A grounded in your code

Answers questions with file:line citations. No hallucinations — every answer is backed by indexed source.

reki ask "what is the entry point?"
reki ask "which modules handle payments?" --brief

Answer: The entry point is src/main.py:12 — `App.run()` bootstraps the server.
Sources: src/main.py:12, src/server.py:34

🤖 reki mcp — MCP server for AI agents

Plug rekipedia directly into Claude Code, Cursor, or any MCP-aware agent.

reki mcp

Available tools: ask, search_nodes, get_context, get_relationships, get_hub_nodes, get_impact

🔥 reki hotspots — Architectural hotspot detection

Finds hub and bridge nodes — the files your whole codebase depends on.

reki hotspots

Hub nodes:   src/core/engine.py (42 dependents)
Bridge nodes: src/adapters/db.py (connects 3 clusters)

🔄 reki update — Incremental updates

Only regenerates wiki pages affected by your changes.

reki update . --impact-only

MCP Integration

rekipedia ships a full MCP stdio server. Connect it to any MCP-aware agent in seconds.

Add to your .mcp.json:

{
  "mcpServers": {
    "rekipedia": {
      "command": "reki",
      "args": ["mcp"],
      "cwd": "."
    }
  }
}

Claude Code and Cursor will automatically discover this config. The agent can then call:

  • ask — Q&A over the codebase
  • search_nodes — symbol/file search
  • get_context — file-level context
  • get_relationships — dependency graph queries
  • get_hub_nodes — architectural hotspots
  • get_impact — change impact analysis

LLM Setup

rekipedia works without an LLM (--no-llm). To enable richer summaries and Q&A:

export REKIPEDIA_API_KEY=sk-...          # OpenAI, Anthropic, or compatible
export REKIPEDIA_MODEL=gpt-4o           # default: gpt-4o

Any OpenAI-compatible endpoint works:

export REKIPEDIA_API_KEY=ollama
export REKIPEDIA_MODEL=ollama/llama3

Commands

Command Description
reki scan . Full scan — index symbols, generate wiki
reki scan . --no-llm Scan without LLM, zero config
reki ask "question" Ask anything about the codebase
reki ask "question" --brief Short answer mode
reki update . --impact-only Incremental update, affected pages only
reki serve . Local web UI at http://127.0.0.1:7070
reki embed . Build FAISS semantic index
reki export . --format md|zip|json|html Export the wiki
reki diff Show impact of uncommitted changes
reki hotspots Hub & bridge node detection
reki refactor . --dry-run Preview refactor suggestions
reki refactor . --apply Apply refactor suggestions
reki mcp Start MCP stdio server
reki review LLM-powered PR review
reki watch . Auto-index on file change
reki hook install Install git post-commit hook

Coming Soon

  • Hosted wiki — share your knowledge base with a link, no self-hosting required
  • Team sync — collaborative wiki with conflict-free merge for distributed teams
  • GitHub Action — auto-update wiki on every push
  • VS Code extension — inline reki ask from your editor

Contributing

rekipedia is going MIT open source. Contributions welcome.

git clone https://github.com/unrealandychan/rekipedia.git
pip install -e ".[dev]"

Open an issue or PR — the bar is low and the maintainer is responsive.

Current version: 0.17.25 · PyPI · MIT License

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