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Why this server?
Provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.
Why this server?
A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.
Why this server?
A Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
Why this server?
A Model Context Protocol server that helps large language models index, search, and analyze code repositories with minimal setup
Why this server?
Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.
Why this server?
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
Why this server?
A tool that helps users conduct comprehensive research on complex topics by exploring questions in depth, finding relevant sources, and generating structured, well-cited research reports.
Why this server?
A Model Context Protocol server that enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.
Why this server?
SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
Why this server?
A Machine Control Protocol server that enables storing and retrieving information from a Qdrant vector database with semantic search capabilities.