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    Enables normalization of musical piece and composer names by searching the Pitina Piano Piece Encyclopedia, returning official titles, composer names, opus numbers, and performance times.
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    1
    MIT
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    Clinical research MCP server providing real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). Built for trial coordinators and life sciences teams. No API key required.
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    MIT
  • F
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    Enables LLMs to retrieve verified macronutrient data (calories, protein, carbs, fat) for real ingredients and quantities from USDA FoodData Central, with structured caveats for uncertain matches.
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    MCP server that exposes Bitwarden's Public API for organization member and vault group management, enabling inviting members and assigning them to vault groups. Supports stateless, multi-tenant authentication via gateway mode or env-based credentials.
    9
    Apache 2.0
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    MCP server for Swiss federal finances (EFV), providing read-only tools to query budget, debt, forecasts, and spending by task and institution from public data.
    6
    MIT
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    A dynamic MCP proxy that allows switching environment variables on-the-fly, enabling context switching for multiple AWS accounts or Kubernetes clusters without restarting the client.
    5
    MIT
  • F
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    AI-powered research assistant MCP server for searching academic papers and answering research questions with DOI citations.
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    MCP server for PTC ThingWorx, the IIoT platform, providing 8 tools for AI agents to read live state and trigger actions across the industrial asset graph with env-gated safety for writes and invocations.
    8
    MIT
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    An MCP server that enables LLMs to search, fetch, and act on Google Workspace (Drive, Gmail, Docs, Sheets, etc.) with rich, one-call results and file deposits to disk, reducing context usage.
    3
    MIT
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    MCP server for Housecall Pro, providing 5 tools for AI agents to register customers, schedule jobs, create estimates, log leads, and generate invoices (env-gated).
    5
    MIT
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    Exposes RNV color workflow tools for color mixing, conversion, harmony generation, text transformation, and palette management, allowing LLMs to directly compute colors and manipulate palettes.
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    MIT
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    mcp-test-runner is an MCP server that lets your AI client (Claude / Cursor / Codex / Gemini) drive your entire QA loop end-to-end: * Run tests across pytest / Jest / Cypress / Go / Maestro — single MCP surface, one env var to switch * Analyze a URL (Web DOM probe) or a live mobile screen (Maestro hierarchy) to extract testable modules + candidate cases * Generate runna
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    MIT
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    Enables AI assistants to audit and clean development workspaces safely by detecting reclaimable artifacts, exposed .env files, and potential secret leaks.
    6
    MIT
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    MCP server for Mindbody, enabling AI agents to fetch client info, query class schedules, book classes/appointments (env-gated), and process checkout (payment-gated).
    5
    MIT
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    Connects Claude Desktop to real-time stock market data via Finnhub API, enabling company profiles, stock quotes, market news, and a customizable watchlist.
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    A Python MCP server that lets MCP hosts call OpenRouter models for chat, image generation, embeddings, and model search via FastMCP with .env support and retry handling.
    5
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    MIT