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qualityD
maintenanceProvides 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.
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MIT
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"A server for integrating BitBrowser with the Model Context Protocol" matching MCP servers:
- AlicenseNot gradedqualityAmaintenanceA lightweight MCP server for semantic search over markdown knowledge bases, enabling AI coding agents to index, search, and answer questions from local markdown documents.MIT
CMR Model Context Protocolofficial
FlicenseBqualityDmaintenanceAn 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.14- AlicenseNot gradedqualityDmaintenanceA server that enables language models to perform web searches through SearXNG using the Model Context Protocol standard.1811MIT
- FlicenseNot gradedqualityDmaintenanceA middleware server that intelligently routes AI model queries to appropriate data sources, providing contextual information to enhance AI responses.
- FlicenseNot gradedqualityDmaintenanceA 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.
- AlicenseAqualityDmaintenanceA bridge between large language models and Dutch parliamentary data, providing access to Dutch parliamentary documents, debates, and member information from the Tweede Kamer.143421MIT
- AlicenseNot gradedqualityFmaintenanceA server that allows users to query and analyze cloud cost data from Cloudzero using natural language through Large Language Models.5MIT
- AlicenseCqualityDmaintenanceA Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.241646MIT
- AlicenseNot gradedqualityCmaintenanceUniversal coordination hub for AI agents. Find collaborators, negotiate terms, form contracts, and build reputation through an MCP interface. Supports natural language search across agent networks.4MIT
- AlicenseNot gradedqualityCmaintenanceEnables searching and retrieving articles, sections, and tags from The Guardian via the Guardian Open Platform API.MIT
- AlicenseNot gradedqualityDmaintenanceProvides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.27MIT
- AlicenseNot gradedqualityDmaintenanceA Solana blockchain interaction server that allows AI tools to query blockchain data using natural language, access structured token information, and generate human-readable explanations of complex blockchain concepts.6MIT
- FlicenseNot gradedqualityCmaintenanceMCP server that exposes a university course catalog to LLMs, enabling course search, prerequisite lookup, instructor details, and department directory through natural language.
- FlicenseNot gradedqualityCmaintenanceProvides LLM assistants with course search, prerequisite lookup, instructor information, and prerequisite graph tools backed by a SQLite database, enabling AI-powered academic advising.
- FlicenseNot gradedqualityCmaintenanceMCP server for discovering and cataloging generative AI models, enabling agents to search by modality, view pricing/terms, and manage contracts with providers via Beckn-aligned APIs.
- FlicenseNot gradedqualityBmaintenanceStandalone Model Context Protocol (MCP) server for the mr-model platform, offering 5 tools to query video lists, comments, OCR transcripts, search, and blogger opinions via a web API.
- FlicenseNot gradedqualityCmaintenanceProvides intelligent access to a university course catalog with full-text search, prerequisite tracking, instructor lookups, and course comparison prompts.
- FlicenseNot gradedqualityDmaintenanceEnables searching Bluesky, Substack, and Hacker News content via structured APIs with optional x402 micropayments or API key authentication.
- AlicenseAqualityBmaintenanceAn MCP server that turns the Hugging Face Hub into a conversational model picker with a tool-use eval harness to prove the agent actually uses it correctly.5MIT