Sponsored by Deepsite.site

Sourcerer Mcp

Created By
st3v3nmw4 months ago
An MCP server for semantic code search & navigation that helps AI agents work efficiently without burning through costly tokens. Instead of reading entire files, agents can search conceptually and jump directly to the specific functions, classes, and code chunks they need.
Overview

what is Sourcerer MCP?

Sourcerer MCP is a server designed for semantic code search and navigation, enabling AI agents to efficiently locate specific functions, classes, and code chunks without the need to read entire files, thus conserving costly token usage.

how to use Sourcerer MCP?

To use Sourcerer MCP, install it via Go or Homebrew, configure it with your OpenAI API key, and set up your project workspace. Once configured, you can utilize its semantic search capabilities to find relevant code snippets.

key features of Sourcerer MCP?

  • Semantic search index for efficient code navigation
  • Integration with OpenAI API for generating embeddings
  • Automatic re-indexing of changed files
  • Support for multiple programming languages (Go, with plans for Python, TypeScript, JavaScript)

use cases of Sourcerer MCP?

  1. Assisting AI agents in quickly finding relevant code snippets.
  2. Reducing cognitive load by allowing conceptual searches instead of text matching.
  3. Enhancing code navigation in large codebases.

FAQ from Sourcerer MCP?

  • What programming languages does Sourcerer MCP support?

Currently, it supports Go, with plans to add Python, TypeScript, and JavaScript.

  • Do I need an OpenAI API key to use Sourcerer MCP?

Yes, an OpenAI API key is required for generating embeddings.

  • How does Sourcerer MCP handle file changes?

It automatically re-indexes changed files and respects .gitignore files.

Server Config

{
  "mcpServers": {
    "sourcerer": {
      "command": "sourcerer",
      "env": {
        "OPENAI_API_KEY": "your-openai-api-key",
        "SOURCERER_WORKSPACE_ROOT": "/path/to/your/project"
      }
    }
  }
}
Recommend Servers
TraeBuild with Free GPT-4.1 & Claude 3.7. Fully MCP-Ready.
Zhipu Web SearchZhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.
Jina AI MCP ToolsA Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.
Tavily Mcp
WindsurfThe new purpose-built IDE to harness magic
Visual Studio Code - Open Source ("Code - OSS")Visual Studio Code
Serper MCP ServerA Serper MCP Server
TimeA Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.
ChatWiseThe second fastest AI chatbot™
DeepChatYour AI Partner on Desktop
MCP AdvisorMCP Advisor & Installation - Use the right MCP server for your needs
MiniMax MCPOfficial MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
Baidu Map百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。
EdgeOne Pages MCPAn MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.
BlenderBlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.
AiimagemultistyleA Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.
Playwright McpPlaywright MCP server
Howtocook Mcp基于Anduin2017 / HowToCook (程序员在家做饭指南)的mcp server,帮你推荐菜谱、规划膳食,解决“今天吃什么“的世纪难题; Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"
Amap Maps高德地图官方 MCP Server
CursorThe AI Code Editor
Context7Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors