mcp-vector-search

by bobmatnyc · Memory & Knowledge · ★ 55

mcp-vector-search is an MCP server by bobmatnyc. CLI-first semantic code search with MCP integration. Modern, fast, and intelligent code search powered by ChromaDB and AST parsing. It has 55 GitHub stars and ranks #528 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: bobmatnyc
GitHub stars: 55
This week: Tracking since 18 Oct 2026
Language: Python
License: Other
Last update: 2026-05-21 (5 months ago)
Links: Source PyPI

How to install mcp-vector-search

mcp-vector-search is published on PyPI as mcp-vector-search, and it depends on mcp. These steps assume it runs as a local stdio server, which is the usual setup.

Check the README. Confirm the start command and note any API keys or environment variables it needs (pass them with -e KEY=value or an env block). You need uv for uvx.

Add it to Claude Code from a terminal:

claude mcp add mcp-vector-search -- uvx mcp-vector-search

Or add it to Cursor or Claude Desktop in .cursor/mcp.json or claude_desktop_config.json:

{
  "mcpServers": {
    "mcp-vector-search": {
      "command": "uvx",
      "args": [
        "mcp-vector-search"
      ]
    }
  }
}

Restart the client and check it. Run claude mcp list, or open the client's MCP settings, and confirm mcp-vector-search and its tools are listed. The install guide covers VS Code and Codex.

Also listed in

MCP servers for vector databases294

Maintain this project? Get it featured ($99/mo, pinned at the top of Memory & Knowledge) or see what featuring includes.

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Frequently asked questions

What is mcp-vector-search?

mcp-vector-search is an MCP server by bobmatnyc in the Memory & Knowledge category. CLI-first semantic code search with MCP integration. Modern, fast, and intelligent code search powered by ChromaDB and AST parsing. It has 55 GitHub stars and ranks #528 of 1287 in Memory & Knowledge by stars.

Is mcp-vector-search free and open source?

mcp-vector-search lists its license as Other. Read the license text in the repository before using it in a commercial product, and check whether the service it connects to charges for API access.

What are the alternatives to mcp-vector-search?

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