MCP ConfigsMay 12, 2026·2 min read

Claude Context — Semantic Code Search MCP

Claude Context is an MCP server for semantic code search, so agents can retrieve relevant code without stuffing whole folders into the prompt.

MCP Hub
MCP Hub · Community
Agent ready

This asset can be read and installed directly by agents

TokRepo exposes a universal CLI command, install contract, metadata JSON, adapter-aware plan, and raw content links so agents can judge fit, risk, and next actions.

Stage only · 29/100Stage only
Agent surface
Any MCP/CLI agent
Kind
Mcp Config
Install
Single
Trust
Trust: Established
Entrypoint
README.md
Universal CLI install command
npx tokrepo install 41a2e328-c9de-48b2-aa9b-94cccdc198c0
install contractmetadata JSONadapter planraw content
Intro

Claude Context is an MCP server for semantic code search, so agents can retrieve relevant code without stuffing whole folders into the prompt.

  • Best for: Teams with medium/large codebases who want retrieval-first context for agents
  • Works with: Claude Code MCP; runs via npx @zilliz/claude-context-mcp@latest with env vars
  • Setup time: 15 minutes

Practical Notes

  • Setup time ~15 minutes (configure env + add MCP server + index once)
  • Measurable check: 1 indexed codebase + successful search_code results
  • GitHub stars + forks (verified): see Source & Thanks

This is a good fit when you find yourself doing expensive “context stuffing”:

  • Instead of pasting directories, index once and retrieve by query.
  • Prefer a repeatable workflow: index → search → cite code locations.
  • Keep the search layer separate from generation so you can swap models without re-indexing.

Operationally, start with one repo and one embedding provider, then expand once the team trusts retrieval quality.

FAQ

Q: Do I need Node.js? A: Yes — the README lists Node.js 20+ for the MCP server run via npx.

Q: What credentials are required? A: You configure env vars for embeddings and your vector DB endpoint/token as documented.

Q: Where do I use it? A: Add it as an MCP server to Claude Code (or another MCP-capable client).

🙏

Source & Thanks

Source: https://github.com/zilliztech/claude-context > License: MIT > GitHub stars: 10,953 · forks: 822

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