Open-Source MCP servers

Matching MCP servers:

• Scientific Computation MCP

  Aman-Amith-Shastry

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  Enables mathematical and scientific computations including linear algebra operations (matrices, eigenvalues, decompositions), vector calculus (gradients, curl, divergence), and visualization of vector fields and functions.

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  MIT License

• medical-mcp

  JamesANZ

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  An MCP server that provides comprehensive medical information by querying multiple authoritative medical APIs including FDA, WHO, PubMed, Google Scholar, and RxNorm.

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  MIT License

• Medical MCP Server

  ThrownLemon

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  Provides comprehensive medical information by querying authoritative sources including FDA drug database, WHO health statistics, PubMed literature, RxNorm nomenclature, Google Scholar, and Australia's PBS API through 22+ specialized tools.

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  MIT License

• Scholarly Research MCP Server

  aringadre76

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  Enables comprehensive academic research by searching and analyzing papers from PubMed, Google Scholar, ArXiv, and JSTOR. Provides full-text access, citation management, and research organization through five powerful consolidated tools.

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• Medical GraphRAG Assistant

  isc-tdyar

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  Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.

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  MIT License

• Database Tools for Claude AI

  elber-code

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  MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.

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