Open-source codebase intelligence that gives agents and teams cited context across current code, git history, and technical web research.
Chunkhound source profile. From the maintainer documentation: “Open-source codebase intelligence that gives agents and teams cited context across current code, git history, and technical web research.”
curl -LsSf https://astral.sh/uv/install.sh | sh - API keys (optional — regex search works without any): - Embeddings: VoyageAI (recommended) | OpenAI | Ollama (local) - LLM: Claude Code CLI or Codex CLI (no key needed) |Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| local | only or security-sensitive environments |
The original Chromium automation reference server — simple, screenshot-driven browser control.
Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.
A blazingly fast codebase graphRAG implementation in 100% Rust
Classify documents, extract structured fields, mask PII, export JSONL/RAG datasets for AI agents.
Microservice Communication Protocol (MCP) server for Medium's API to publish content and manage user accounts
Bridge Codex and other MCP clients with Anthropic Claude Code CLI for read-only second opinions