A
license-
qualityA
maintenanceA lightweight MCP server for semantic search over markdown knowledge bases, enabling AI coding agents to index, search, and answer questions from local markdown documents.
Last updated
MIT
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"Gathering Context from an Ubuntu Server" matching MCP servers:
- AlicenseAqualityAmaintenanceSearch 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency.Last updated32MIT
- AlicenseAqualityBmaintenanceA local-first MCP server that ingests PDFs, extracts structure, and provides semantic search and sequential navigation tools for AI clients to query and learn from documents.Last updated10MIT
- AlicenseAqualityBmaintenanceGive your AI agents access to 8,500+ community curated awesome lists with over 1 million curated resources.Last updated210757MIT
- AlicenseAqualityDmaintenanceAccesses the doppelgangers.ai Social Media Context API to provide contextualized XML renderings of Twitter/X posts including conversation summaries and metadata. It enables semantic search and comprehensive post retrieval for high-quality analysis of social media trends and topics.Last updated315MIT
- AlicenseAqualityCmaintenanceA high-performance MCP server providing up-to-date documentation for Go, npm, Python, Rust, Docker, Kubernetes, Terraform, and more — fetched from official sources, not training data.Last updated183MIT
- Alicense-qualityDmaintenanceMCP proxy that reduces context usage through semantic tool routing, enabling on-demand discovery and routing of relevant tools.Last updatedMIT
- Alicense-qualityAmaintenancePrivate knowledge base with Markdown pages and assets, exposed via MCP for agent access.Last updated12MIT
- Alicense-qualityBmaintenanceAn MCP server that enables semantic search over local files or GitHub repositories by indexing content into a serverless vector database, allowing AI assistants to understand meaning rather than just keywords.Last updated24MIT
- Alicense-qualityFmaintenanceA simple MCP server that can enable MCP clients to query Bluesky instances.Last updated33MIT
- Flicense-qualityCmaintenanceLocal MCP server that provides semantic search (RAG) over code repositories, enabling AI clients like Claude and Gemini to access project context without manual re-upload.Last updated
- Flicense-qualityFmaintenanceEnables semantic search across documentation stored in Gemini FileSearchStores, returning AI-generated answers with source citations.Last updated1
- AlicenseAqualityAmaintenanceA small MCP server that gives agents rich context about a YouTube video — its transcript, jump-to-the-moment deep links, metadata, and most-replayed moments — so they can answer questions, summarize, pull quotes, or surface highlights.Last updated71MIT
- AlicenseAqualityAmaintenanceExposes tools for AI assistants to query a persistent SQLite+FTS5 index of C/C++ symbols parsed from real build commands, enabling sub-millisecond lookup, full-text search, and natural-language explanation without hallucination.Last updated336MIT
- AlicenseAqualityCmaintenanceAn MCP server and CLI tool that transforms codebases into AI-ready context through semantic search, call graph analysis, and incremental indexing. It enables AI assistants to perform hybrid vector and keyword searches to understand complex repository structures and cross-file relationships.Last updated5141MIT
- AlicenseAqualityBmaintenanceEnables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.Last updated290324MIT
- AlicenseAqualityDmaintenanceEnables efficient code navigation and retrieval through natural language search, BM25 ranking, and fuzzy matching across multiple programming languages. It drastically reduces token usage by allowing Claude to query specific code symbols and logic instead of reading entire files.Last updated131113MIT
- AlicenseBqualityDmaintenanceThe URL-Context-MCP MCP Server provides a tool to analyze and summarize the content of URLs using Google Gemini's URL Context capability via the Gemini API. Now also supports optional grounding with Google Search alongside URL Context. The server is designed to follow prompt-only orchestration: conLast updated247MIT
cfabric-mcpofficial
Alicense-qualityFmaintenanceEnables AI agents to perform corpus analysis tasks such as discovery, search, and data access via the Model Context Protocol.Last updated7MIT- Alicense-qualityDmaintenanceMCP Long Context Reader is a Python-based toolkit designed to overcome the context window limitations and high costs associated with Large Language Models (LLMs) processing extensive documents. It provides a FastMCP server with multiple, powerful strategies for an LLM agent to 'read' and query long documents without needing to load the entire text into its context window.Last updated5MIT