"Enabling General Models to Think" matching MCP servers:

• Quantitative Researcher MCP

  tejpalvirk

  F

  license

  A

  quality

  D

  maintenance

  Provides tools for managing quantitative research knowledge graphs, enabling structured representation of research projects, datasets, variables, hypotheses, statistical tests, models, and results.

  Last updated 2025-04-03

  6

  9

• VedAstro MCP Server

  VedAstro

  A

  license

  A

  quality

  D

  maintenance

  Vedic astrology MCP server providing 6 tools: horoscope predictions (200+ life aspects), compatibility match reports with Kuta scoring, Chaldean numerology, raw planet and house chart data, 24 general astro properties, and Ashtakvarga charts. Free tier included with no API key required, premium unlimited tier also available

  Last updated 2026-04-23

  3

  582

  MIT

• swiss-food-safety-mcp

  malkreide

  A

  license

  A

  quality

  A

  maintenance

  MCP server connecting AI models to Swiss Federal Food Safety and Veterinary Office open data, enabling queries about food recalls, animal disease surveillance, food control results, and more.

  Last updated 2026-07-22

  11

  MIT

• gigaxity-deep-research

  yoloshii

  A

  license

  A

  quality

  C

  maintenance

  An open-source deep research MCP server that provides multi-source web search and synthesis with citations, enabling agents to perform citation-backed research using Qwen3-30B-A3B-Thinking and other models.

  Last updated 2026-07-19

  6

  44

  MIT

• mike-plus

  Zhonghao1995

  A

  license

  A

  quality

  B

  maintenance

  A headless, natural-language-driven automated modelling workflow for MIKE+, enabling users to inspect models, change parameters, run simulations, and analyze results without the MIKE+ GUI.

  Last updated 2026-07-07

  10

  5

  MIT
• 

  Graphistry MCPofficial

  graphistry

  A

  license

  A

  quality

  F

  maintenance

  GPU-accelerated graph visualization and analytics server for Large Language Models that integrates with Model Control Protocol (MCP), enabling AI assistants to visualize and analyze complex network data.

  Last updated 2026-03-18

  17

  8

  11

  MIT

• NetLogo MCP

  Razee4315

  A

  license

  A

  quality

  A

  maintenance

  The first MCP server for NetLogo, enabling AI assistants to create, run, and analyze agent-based models through natural conversation.

  Last updated 2026-07-07

  36

  23

  MIT

• brahe-mcp

  duncaneddy

  A

  license

  A

  quality

  C

  maintenance

  Exposes the astrodynamics capabilities of the Brahe library enabling language models to perform space situational awareness and astrodynamics calculations.

  Last updated 2026-05-08

  51

  1

  MIT

• FinanceMCP

  guangxiangdebizi

  A

  license

  B

  quality

  A

  maintenance

  Provides real-time financial data to language models via MCP protocol, enabling access to stock prices, market indices, and financial news through Tushare API.

  Last updated 2026-05-26

  14

  262

  626

  MIT

• MCP DS Toolkit Server

  Yasserelhaddar

  A

  license

  B

  quality

  D

  maintenance

  A standalone MCP server that brings complete data science capabilities to AI assistants, enabling them to load data, train models, and track experiments through natural language.

  Last updated 2025-09-21

  30

  MIT

• BioMCP

  acashmoney

  F

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that enhances language models with protein structure analysis capabilities, enabling detailed active site analysis and disease-related protein searches through established protein databases.

  Last updated 2025-03-11

  2

  18

• TA-Lib MCP Server

  phuihock

  A

  license

  C

  quality

  D

  maintenance

  Provides technical analysis indicators like SMA, EMA, RSI, MACD, Bollinger Bands, and Stochastic through MCP, enabling AI assistants to perform financial market analysis and calculations on price data.

  Last updated 2025-11-20

  18

  7

  MIT
• 

  FHIRfly MCP Serverofficial

  FHIRfly-io

  A

  license

  -

  quality

  B

  maintenance

  MCP server for connecting Claude Desktop to FHIRfly healthcare reference data APIs, enabling lookup of drugs, providers, clinical codes, and more.

  Last updated 2026-07-14

  40

  MIT
• 

  Remapdb MCP Serverofficial

  BitMeshLtd

  A

  license

  -

  quality

  A

  maintenance

  Connects AI tools to Remapdb vehicle tuning data, enabling search and retrieval of manufacturers, models, engines, and tuning information.

  Last updated 2026-06-23

  12

  MIT

• mcp-newsdata

  pipeworx-io

  A

  license

  -

  quality

  C

  maintenance

  Wraps the NewsData.io global news API, enabling AI agents to access and query global news data through natural language.

  Last updated 2026-06-04

  5

  MIT

• PDF to Text MCP Server

  xxx87

  A

  license

  -

  quality

  D

  maintenance

  Converts PDF files to text for use with MCP-compatible applications like Cursor IDE.

  Last updated 2025-09-19

  MIT

• mcp-meteors

  pipeworx-io

  A

  license

  -

  quality

  C

  maintenance

  Provides NASA fireball, near-Earth asteroid, and close approach data via MCP, enabling users to query space object information using natural language.

  Last updated 2026-06-02

  0

  MIT

• io.github.Seif-Sameh/Kaggle

  Seif-Sameh

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server that provides seamless integration with the Kaggle API, enabling interaction with competitions, datasets, kernels, and models through MCP-compatible clients.

  Last updated 2026-06-12

  MIT

• PDF to PNG Converter MCP

  LostSunset

  A

  license

  -

  quality

  C

  maintenance

  Enables Claude Code to convert PDF files to high-quality PNG images, download academic papers, and batch process PDFs with automatic folder organization.

  Last updated 2026-03-13

  MIT

• mcp-adzuna

  pipeworx-io

  A

  license

  -

  quality

  C

  maintenance

  Provides access to Adzuna's global job-board aggregation, enabling job search, salary analysis, and regional stats via natural language queries.

  Last updated 2026-06-02

  0

  MIT