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maintenanceAn MCP server that acts as an AI mentor for any codebase using dual-layer indexing, enabling codebase initialization, tutorial generation, and semantic search.
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AlicenseNot gradedqualityNot gradedmaintenanceA two-sided marketplace that enables AI agents to buy and sell datasets, prompt packs, and MCP tools using Bitcoin Lightning for instant settlement. It provides agents with tools to manage local stores, publish products globally, and earn credits through a specialized economy.3881- AlicenseNot gradedqualityBmaintenanceMCP server for local codebase memory: semantic indexing, hybrid search, and clean code analysis (static + LLM) with retrievable project notes, designed to run fully local on modest hardware.MIT
- AlicenseNot gradedqualityDmaintenanceAST-aware codebase indexing with semantic search, exposed as an MCP server. Enables semantic search and file context retrieval across your codebase using natural language queries.41MIT
- FlicenseNot gradedqualityDmaintenanceEnables AI agents to semantically search and navigate code repositories using natural language, with support for multiple repos, incremental indexing, and no local install needed.
- FlicenseNot gradedqualityDmaintenanceA semantic codebase indexer MCP server that chunks source code, generates embeddings via Ollama, and stores them in Qdrant for natural-language code search.10
- AlicenseAqualityCmaintenanceA local-first MCP server that indexes code repositories and enables AI assistants to search, fetch, and navigate code using BM25 hybrid retrieval, supporting common languages and tools like Codex and ChatGPT.8MIT
- FlicenseAqualityDmaintenanceProvides semantic vector search over local codebases via MCP, enabling hybrid search (dense + sparse + RRF) for any MCP client like GitHub Copilot or Claude Desktop.58
- AlicenseNot gradedqualityCmaintenanceAn MCP server that transforms a local codebase into a queryable, citation-grounded knowledge base using hybrid FAISS and BM25 retrieval, with optional reranking and swappable LLM providers.MIT
- AlicenseNot gradedqualityDmaintenanceEnables semantic code search across multiple repositories using AST-aware chunking and relationship tracking. Supports local LLM embeddings, real-time indexing, and cross-codebase dependency analysis through vector and graph databases.3MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI assistants to semantically search and understand code repositories using PostgreSQL with pgvector embeddings. Provides repository indexing, natural language code search, and development task management with git integration.MIT
- AlicenseNot gradedqualityDmaintenanceEnables semantic search across your codebase using Google's Gemini embeddings and Qdrant Cloud vector storage. Supports 15+ programming languages with smart code chunking and real-time file change monitoring.12519MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI agents to chat with codebases by indexing local directories or GitHub repositories into a vector database for semantic search and code retrieval.15MIT
- FlicenseNot gradedqualityCmaintenanceA MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.83
- FlicenseNot gradedqualityCmaintenanceEnables searching through vectorized Cursor IDE chat history via a FastAPI service powered by LanceDB and Ollama.7
- FlicenseNot gradedqualityDmaintenanceA minimalist indexing tool that provides AI agents with semantic search and structural AST parsing for deep codebase understanding. It enables autonomous agents to navigate large codebases predictably using vector embeddings and native language server capabilities like definition and reference tracking.
- FlicenseNot gradedqualityDmaintenanceEnables semantic search and retrieval of code files using embeddings stored in PostgreSQL. Supports intelligent codebase exploration through natural language queries, file listing, and content retrieval.16
- FlicenseNot gradedqualityCmaintenanceExposes code search and file reading tools over the Model Context Protocol, enabling any MCP-compatible client to query a codebase with natural language.
- AlicenseAqualityDmaintenanceTurn any data source into an MCP server in 5 minutes. Build knowledge bases that AI assistants like Claude and Cursor can query directly.22823MIT
- FlicenseAqualityDmaintenanceEnables web search, content extraction, question answering, and RAG context generation using Tavily API with Cursor-compatible underscore-named tools.4