"Reliable sources for use in training language models" matching MCP servers:

• Strava Training MCP

  hxie-pallas

  A

  license

  -

  quality

  C

  maintenance

  Provides comprehensive access to Strava API for marathon training and race analysis, enabling language models to query athlete data, analyze training patterns, track performance metrics, monitor heart rate zones, and detect injury risks.

  Last updated 2025-12-13

  1

  MIT

• Vibetest Use

  browser-use

  F

  license

  -

  quality

  D

  maintenance

  Launches multiple Browser-Use agents to automatically test websites for UI bugs, broken links, accessibility issues, and other technical problems on both live and localhost sites.

  Last updated 2025-09-02

  794

• MCP Language Server

  isaacphi

  A

  license

  -

  quality

  D

  maintenance

  Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.

  Last updated 2026-03-01

  1,536

  BSD 3-Clause

• In Memoria

  pi22by7

  A

  license

  -

  quality

  C

  maintenance

  Persistent memory and pattern learning for AI coding assistants via MCP.

  Last updated 2025-12-23

  187

  168

  MIT

• Custom Vision Training Client

  ag2-mcp-servers

  F

  license

  -

  quality

  C

  maintenance

  An MCP server for Microsoft's Cognitive Services Custom Vision Training API that enables AI agents to create, train, and manage custom image classification and object detection models through natural language interactions.

  Last updated 2025-07-16

• Computer Use

  spencerkinney

  F

  license

  -

  quality

  C

  maintenance

  Computer Use

  Last updated 2025-05-22

  7

• amazon-in-mcp

  justadityaraj

  A

  license

  A

  quality

  B

  maintenance

  MCP server for amazon.in — cheapest in-stock, best-value picks, and price history links.

  Last updated 2026-05-24

  8

  3

  1

  MIT

• mac-use-mcp

  antbotlab

  A

  license

  A

  quality

  C

  maintenance

  Zero-dependency macOS desktop automation for AI agents. Screenshot, mouse, keyboard, clipboard, and window control via MCP. 18 tools, macOS 13+, one command: npx mac-use-mcp.

  Last updated 2026-05-01

  18

  40

  5

  MIT

• language-server-mcp

  alexwohletz

  A

  license

  B

  quality

  C

  maintenance

  TypeScript-based MCP server designed to enhance code editing experiences by providing features such as hover information, code completion, and diagnostics.

  Last updated 2025-11-26

  3

  26

  MIT

• All-in-MCP

  isomoes

  A

  license

  C

  quality

  B

  maintenance

  Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.

  Last updated 2026-02-07

  7

  2

  MIT

• mcp-browser-use

  vinayak-mehta

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that connects any MCP client (like Claude or Cursor) with the browser using browser-use, allowing clients to utilize existing LLMs without requiring additional API keys.

  Last updated 2025-03-20

  79

  Apache 2.0

• mcp-remote-macos-use

  baryhuang

  A

  license

  A

  quality

  C

  maintenance

  The first open-source MCP server that enables AI to fully control remote macOS systems.

  Last updated 2025-06-10

  8

  483

  MIT

• Security-Use MCP Server

  security-use

  A

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to scan project dependencies and Infrastructure as Code files for security vulnerabilities and misconfigurations. It also provides automated fixing capabilities to remediate identified security issues.

  Last updated 2026-03-01

  18

  3

  MIT

• Browser Use Server

  ztobs

  F

  license

  A

  quality

  C

  maintenance

  Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript.

  Last updated 2025-04-27

  4

  22

• Realty In Au MCP Server

  BACH-AI-Tools

  A

  license

  B

  quality

  C

  maintenance

  Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.

  Last updated 2025-12-07

  13

  MIT

• Realty In Ca1 MCP Server

  BACH-AI-Tools

  A

  license

  B

  quality

  C

  maintenance

  Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.

  Last updated 2025-12-07

  MIT

• MCP Server for Alloy Modeling

  awwaiid

  A

  license

  B

  quality

  C

  maintenance

  Enables LLM-powered agents to generate, execute, and analyze Alloy modeling language code for software modeling and formal verification. Provides tools to run Alloy models, access documentation and examples, and generate models from system descriptions.

  Last updated 2025-10-05

  1

  MIT

• Browser-use MCP Server

  win4r

  A

  license

  C

  quality

  C

  maintenance

  A TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and generate summaries of text notes through Claude Desktop.

  Last updated 2025-03-17

  1

  2,146

  1

  MIT

• browser-use MCP server

  adamdude828

  F

  license

  C

  quality

  C

  maintenance

  This server provides a note storage system with a custom URI scheme, allowing users to add and summarize notes, with adjustable summary detail levels.

  Last updated 2025-02-05

  1

• browser-use MCP server

  deploya-labs

  A

  license

  D

  quality

  C

  maintenance

  AI-driven browser automation server that implements the Model Context Protocol to enable natural language control of web browsers for tasks like navigation, form filling, and visual interaction.

  Last updated 2025-03-08

  1

  2

  MIT