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ohmyrepos

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by chernistry

Overview

The MCP Server integrates Oh My Repos' semantic search, RAG chat, and similarity tools with AI coding assistants like Claude Desktop and Cursor.

Installation

Run Command
./run.sh mcp

Environment Variables

  • GITHUB_TOKEN
  • GITHUB_USERNAME
  • QDRANT_URL
  • QDRANT_API_KEY
  • CHAT_LLM_PROVIDER
  • CHAT_LLM_MODEL
  • CHAT_LLM_API_KEY
  • CHAT_LLM_BASE_URL
  • OLLAMA_BASE_URL
  • OLLAMA_CHAT_MODEL
  • OLLAMA_EMBEDDING_MODEL
  • EMBEDDING_PROVIDER
  • EMBEDDING_MODEL
  • EMBEDDING_MODEL_API_KEY
  • EMBEDDING_MODEL_URL
  • RERANKER_PROVIDER
  • RERANKER_MODEL
  • RERANKER_API_KEY
  • RERANKER_URL
  • ENVIRONMENT
  • LOG_LEVEL
  • MAX_DAILY_TOKENS
  • SECRETS_BACKEND

Security Notes

The server uses Pydantic's `SecretStr` and supports `env`, `keyring`, or `aws` as `SECRETS_BACKEND` for managing API keys and tokens, which is a good security practice. It also implements in-memory rate limiting and token budget tracking to prevent abuse and control costs. Network communication relies on external services (GitHub, LLMs, Qdrant) which inherently carry some risk, but the implementation appears to follow standard secure coding practices. No direct use of `eval` or obfuscation found.

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Stats

Interest Score0
Security Score8
Cost ClassHigh
Avg Tokens3000
Stars0
Forks0
Last Update2025-11-22

Tags

AI ToolsRAGSemantic SearchGitHubLLM IntegrationCode Assistant