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maintenanceProvides AI agents with a toolset to query model inventories, trace dependencies, and analyze the impact of changes across machine learning models and data pipelines.
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Apache 2.0
72,476 servers. Updated
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"Guide to Deploying a Large Language Model Framework" matching MCP servers:
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AlicenseAqualityCmaintenanceContract-driven test enforcement and reporting for LLM-generated code via MCP, VS Code, Copilot CLI, Claude, Cursor, or Python SDK.14MIT
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hicar-mcpofficial
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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- Alicense-qualityDmaintenanceMCP server that routes AI chat requests to the best available provider (Anthropic, OpenAI, Groq, etc.) with automatic fallback, budget caps, and model-tier routing.MIT
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Alicense-qualityDmaintenanceEnables searching and retrieving content, module information, and Twig template snippets from a-blog cms via its GET API.344ISC
PandaDoc MCPofficial
Alicense-qualityAmaintenanceWhat is PandaDoc MCP? PandaDoc MCP (Model Context Protocol) server connects AI agents directly to PandaDoc's document workflow — creating, sending, and tracking contracts and agreements without leaving your AI client. How to use PandaDoc MCP? To use PandaDoc MCP, connect your PandaDoc account, provide the required API credentials, and configure the appropriate MCP client.2MIT
Kumiki A/Bofficial
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Persome MCP Serverofficial
Alicense-qualityAmaintenanceEnables MCP agents to query a local, cross-app personal model built from macOS activity, providing search, receipts, and model tools.1,327Apache 2.0- Flicense-qualityCmaintenanceEnables semantic search and interaction with Fuel Network documentation and Sway Language resources within AI-powered development environments. It provides high-quality technical context using a local vector database to assist with smart contract development and FuelVM queries.7
Anima MCP Serverofficial
Flicense-qualityDmaintenanceConnects AI coding assistants to Anima Playground, Figma designs, and design systems, enabling handoff of designs to production code.6- -license-quality-maintenanceA GitHub-based implementation of the Model Context Protocol that enables LLMs to access and manipulate data in a Universal Object Reference (UOR) framework, providing standardized interfaces for object management with decentralized storage.
Deepy MCP Serverofficial
FlicenseAqualityBmaintenanceThin MCP server that enables AI agents to generate video, image, and audio content via the Deepy API using a personal API key, with safe generation flow and no business logic.9- AlicenseAqualityCmaintenanceEnables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.3887105Apache 2.0
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AlicenseBqualityDmaintenanceEnables AI-powered 3D model generation from text and images with PBR textures, supporting blockchain authentication and MCP integration.717MIT- Alicense-qualityDmaintenanceAccess to many public datasets right from your LLM application.155MIT
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