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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.
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"IBM MCP Context Forge - Model Context Protocol Framework" matching MCP servers:
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FlicenseBqualityFmaintenanceAn MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.Last updated14- Alicense-qualityDmaintenanceMCP proxy that reduces context usage through semantic tool routing, enabling on-demand discovery and routing of relevant tools.Last updatedMIT
- Alicense-qualityDmaintenanceProvides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.Last updated2MIT
- 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-qualityDmaintenanceA middleware server that intelligently routes AI model queries to appropriate data sources, providing contextual information to enhance AI responses.Last updated
- 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
- 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
- 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-qualityBmaintenanceAn MCP server that enables AI assistants to manage Context Repo prompts, documents, and collections with semantic search and progressive disclosure navigation.Last updated781MIT
- Alicense-qualityAmaintenancePrivate knowledge base with Markdown pages and assets, exposed via MCP for agent access.Last updated1MIT
- 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-qualityDmaintenanceA server that enables language models to perform web searches through SearXNG using the Model Context Protocol standard.Last updated1522MIT
- Flicense-qualityFmaintenanceEnables semantic search across documentation stored in Gemini FileSearchStores, returning AI-generated answers with source citations.Last updated1
- Flicense-quality-maintenanceEnables AI to automatically search, retrieve, and organize your Cursor chat history across sessions. Supports tagging, nicknames, project-scoped search, and full-text search to maintain context between conversations.Last updated
- Flicense-qualityDmaintenanceA Python implementation of the Model Context Protocol (MCP) server that enables searching and extracting information from arXiv papers, designed to be extensible with additional MCP tools.Last updated
- Flicense-qualityCmaintenanceA local MCP server that semantically searches Markdown context files and extension context links, providing tools for context_search, context_read, and context_status.Last updated
- 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 updated333MIT
- 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