MCP servers leaderboard.
Servers that expose tools, resources and prompts to any MCP client. Browse all of them at /servers.
| # | Listing | Category | Stars | Forks | Last push |
|---|---|---|---|---|---|
| 1 | arxiv-mcp-server Local MCP server for reading arXiv papers section by section, exporting BibTeX citations and monitoring research topics. | Science & health | 3.2k | 256 | Oct 5, 2026 |
| 2 | Medplum MCP Lets AI models securely access, analyze and interact with FHIR healthcare data on a Medplum server through a fhir-request tool; available locally and hosted. | Science & health | 2.7k | 971 | Oct 4, 2026 |
| 3 | ToolUniverse Ecosystem for building AI scientist systems that standardizes how LLMs find and call 1000+ scientific tools, models and datasets; ships a native MCP server. | Science & health | 1.7k | 261 | Oct 5, 2026 |
| 4 | Strava MCP A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs. | Science & health | 493 | 92 | Jun 13, 2026 |
| 5 | Apple Health MCP Server MCP server for querying Apple Health data with natural language using DuckDB under the hood. | Science & health | 273 | 25 | Jul 9, 2026 |
| 6 | Healthchain Python SDK for healthcare AI — typed, validated FHIR tools for agents, real-time EHR connectivity, production deployment . | Science & health | 228 | 42 | Sep 1, 2026 |
| 7 | Trainingpeaks MCP TrainingPeaks MCP server for Claude Desktop, Code and Cowork. No API approval needed - works with any account. Query workouts, CTL/ATL/TSB fitness data, power PRs via natural language. | Science & health | 178 | 81 | Aug 2, 2026 |
| 8 | Livetennisapi MCP MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability. | Science & health | 152 | 53 | Sep 28, 2026 |
| 9 | FHIR FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server. | Science & health | 137 | 56 | Sep 30, 2026 |
| 10 | PubMed-MCP-Server MCP server that lets AI assistants search and analyze biomedical literature in PubMed. | Science & health | 129 | 46 | May 8, 2025 |
| 11 | Medical MCP An MCP server that provides comprehensive medical information by querying multiple authoritative medical APIs including FDA, WHO, PubMed, Google Scholar, and RxNorm. | Science & health | 114 | 36 | Oct 1, 2026 |
| 12 | NASA-MCP-server MCP server for NASA APIs giving AI models a standard interface to NASA data sources such as APOD, Mars rover imagery and near-Earth objects. | Science & health | 93 | 16 | Sep 30, 2026 |
| 13 | Semantic Scholar MCP Server MCP server for the Semantic Scholar API: search papers, retrieve paper and author details, and fetch citations and references. | Science & health | 86 | 10 | Mar 25, 2025 |
| 14 | MCP-wolfram-alpha MCP server connecting chat clients to the Wolfram Alpha computational intelligence API. | Science & health | 75 | 21 | Aug 18, 2025 |
| 15 | Google Health MCP Local-first MCP server for Google Health API v4 (Fitbit + Pixel Watch) — Claude/Cursor/Hermes. | Science & health | 65 | 9 | Aug 29, 2026 |
| 16 | Mlb API MCP A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface. | Science & health | 59 | 12 | Aug 1, 2026 |
| 17 | Chatspatial MCP server for spatial transcriptomics analysis through natural language interfaces. | Science & health | 45 | 14 | Sep 29, 2026 |
| 18 | Omop MCP Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Language Models. | Science & health | 41 | 10 | May 11, 2026 |
| 19 | Biothings MCP MCP (Model Context Protocol) server for biothings. | Science & health | 35 | 10 | Nov 3, 2025 |
| 20 | Gget MCP Bioinformatic MCP server that wraps the most useful functions of the gget library. | Science & health | 32 | 9 | Oct 27, 2025 |
| 21 | Agentic Swmm Workflow Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integrating QGIS and EPA SWMM through the aiswmm runtime, reusable Skills, and MCP. | Science & health | 29 | 15 | Sep 26, 2026 |
| 22 | Encode Toolkit MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments. | Science & health | 21 | 5 | Sep 27, 2026 |
| 23 | Opengenes MCP MCP server for a queryable database for aging and longevity research from the OpenGenes project. | Science & health | 21 | 5 | Oct 14, 2025 |
| 24 | openalex-mcp-server MCP server for OpenAlex's catalog of 270M+ scholarly works, served over stdio and streamable HTTP. | Science & health | 14 | 5 | Sep 30, 2026 |
| 25 | chembl-mcp-server MCP server over ChEMBL to link compounds to protein targets, rank bioactivity (IC50/Ki/EC50) and look up drug mechanisms and indications. | Science & health | 1 | 0 | Sep 26, 2026 |