context-bridge-mcp

tijuthomas5/context-bridge-mcp
★ 1 stars Python AI/LLM Updated 3d ago
A local-first code retrieval MCP server for AI coding agents. Hybrid keyword + vector search over Graphify-indexed codebases, with domain-aware ranking profiles.
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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "context-bridge-mcp": {
      "command": "uvx",
      "args": [
        "context-bridge-mcp"
      ]
    }
  }
}

Or install with pip: pip install context-bridge-mcp

README Excerpt

Without CB, an AI coding agent either guesses which files are relevant, or you paste entire source files into the chat — burning thousands of input tokens on code that isn't needed. With CB, the AI calls a single MCP tool and gets back a **compact, ranked result**: the owner file, related files, key symbols, and a dependency summary — typically a few hundred tokens instead of tens of thousands of lines of raw source.

Topics

ai-coding-assistantai-toolsantigravityclaude-codecode-intelligencecode-retrievalcodexcursordeveloper-toolsgraphifyhybrid-searchllmmcpmcp-serverpython