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Sourcerer MCP
Semantic code search & navigation MCP server for efficient AI agent context retrieval.
Sourcerer MCP provides a Model Context Protocol (MCP) server that enables AI agents to perform semantic code search and navigation. By indexing codebases at the function, class, and chunk level, it allows agents to retrieve only the necessary code snippets, greatly reducing token consumption. The tool integrates with Tree-sitter for language parsing and OpenAI for generating code embeddings, supporting advanced contextual code understanding without full file ingestion.
automation 84 MCPs
llm-integration 82 MCPs
API integration 48 MCPs
context management 47 MCPs
developer-tools 43 MCPs
typescript 43 MCPs
natural-language-interface 40 MCPs
Python 40 MCPs
AI-integration 35 MCPs
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