"A server for accessing or retrieving data from GitHub" matching MCP servers:

• Quick Data for Windows MCP

  Beaulewis1977

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  security

  A

  license

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  quality

  A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

  Last updated 2025-06-16

  1

  MIT

• GitHub MCP Server

  crypto-ninja

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  security

  F

  license

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  quality

  Enables comprehensive GitHub workflow automation including Actions monitoring, PR management, code search, file operations, and repository management through a code-first architecture that reduces token usage by 98%.

  Last updated 2026-01-09

  4

• Yes or No MCP

  a-polishchuk

  A

  security

  F

  license

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  quality

  A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.

  Last updated 2025-06-04

  1

  3

• MCP Server for Cirro Data

  NorahZager

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  security

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  license

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  quality

  This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.

  Last updated 2025-06-03

• A-Share MCP Server

  firmmaple

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  security

  A

  license

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  quality

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  MIT

• GitHub MCP Server

  akarnik23

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  security

  F

  license

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  quality

  Enables access to GitHub repositories and data through the GitHub API. Supports retrieving repositories, issues, pull requests, and searching code across GitHub with authentication via personal access tokens.

  Last updated 2025-10-17

• CHOFF-A-MCP (Anamnesis)

  dd-dent

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  security

  A

  license

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  quality

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• GitHub MCP Server

  cyanheads

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  security

  A

  license

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  quality

  A Model Context Protocol server that enables LLM agents to manage GitHub repositories, issues, pull requests, branches, files, and releases through a standardized interface.

  Last updated 2025-12-02

  922

  8

  Apache 2.0

• GitHub MCP Server

  ualUsham

  A

  security

  F

  license

  -

  quality

  An MCP server that enables Claude and other compatible LLMs to interact with the GitHub API, supporting features like creating issues, retrieving repository information, listing issues, and searching repositories.

  Last updated 2025-03-19

  4

• GitHub MCP Server

  shibdad

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  security

  A

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  quality

  Connects Claude Desktop to GitHub repositories, enabling users to perform git operations and GitHub API interactions through natural conversation.

  Last updated 2025-04-26

  922

  MIT

• github-mcp

  Eyalm321

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  security

  F

  license

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  quality

  An MCP server providing 1,112 tools for the GitHub REST API across all 44 API categories. It enables comprehensive GitHub operations through Claude with typed validation and category filtering.

  Last updated 2026-04-13

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

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  quality

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  636

  MIT

• GitHub Projects MCP Server

  jamescalam

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  security

  F

  license

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  quality

  Provides an MCP server for scraping and retrieving data from GitHub Projects, including issues, pull requests, and organizational metadata. It enables natural language interaction with project boards and repository contents using GitHub Personal Access Tokens.

  Last updated 2025-07-11

  1

• GitHub MCP Server

  nkefor

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  security

  F

  license

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  quality

  Enables LLMs to interact with GitHub repositories, issues, pull requests, and workflows through the Model Context Protocol. It provides a comprehensive set of tools for repository management, issue tracking, code search, and CI/CD automation.

  Last updated 2026-01-16

• GitHub MCP Server

  guangxiangdebizi

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  security

  F

  license

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  quality

  Enables AI assistants to analyze GitHub repository structures and read file contents with features like directory traversal, file type analysis, syntax highlighting, and code pattern detection. Supports both public and private repositories through GitHub API integration.

  Last updated 2025-08-28

  2

• A-MEM: Agentic Memory System

  tobs-code

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  security

  F

  license

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  quality

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  6

• Github MCP Server

  ParasSolanki

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  security

  F

  license

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  quality

  Provides integration with Github through the Model Context Protocol (MCP), allowing Large Language Models to interact with Github's repositories, issues, pull requests and search functionality.

  Last updated 2025-03-06

  922

  4

• GitHub MCP Server

  renantrendt

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  security

  F

  license

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  quality

  A Model Context Protocol server that enables AI assistants to perform GitHub operations including repository management, file operations, issue tracking, and pull request creation.

  Last updated 2025-03-16

  1

• mcp-github

  MissionSquad

  A

  security

  A

  license

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  quality

  Anthropic's github MCP server, but better. Support for more endpoints. Including releases and tags, pull request reviews, statuses, rate limit, gists, projects, packages, and even pull request diffs. Indented to be used with MissionSquad's MCP API for secret management (aka your access token).

  Last updated 2025-03-20

  45

  199

  5

  MIT

• QuantClaw Data

  yoniassia

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  security

  F

  license

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  quality

  Provides access to a comprehensive financial intelligence platform featuring real-time market data, quantitative models, and alternative data sources. It enables users to perform advanced financial analysis including options analytics, portfolio modeling, and SEC filing research.

  Last updated 2026-04-02

• GitHub MCP Server

  pipseedai

  A

  security

  A

  license

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  quality

  Enables AI agents to interact with GitHub repositories through the GitHub REST API for managing files, issues, and repository metadata. It supports both read operations like searching code and write operations such as creating repositories and updating issue comments.

  Last updated 2026-02-06

  9

  MIT
• 

  EOSC Data Commons Searchofficial

  EOSC-Data-Commons

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  security

  A

  license

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  quality

  Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.

  Last updated 2026-04-01

  14

  MIT

• mcp-server-github-gist

  ofershap

  A

  security

  A

  license

  A

  quality

  MCP server to create, read, update, list, and search GitHub Gists from your IDE.

  Last updated 2026-03-10

  8

  12

  MIT

• No-as-a-Service (NoaaS)

  Koneisto

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  security

  A

  license

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  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  4

  MIT

• MCP GitHub Repository Server

  loglmhq

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  security

  A

  license

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  quality

  A server that allows AI assistants to browse and read files from specified GitHub repositories, providing access to repository contents via the Model Context Protocol.

  Last updated 2024-12-06

  7

  MIT

• GitHub MCP Server

  radireddy

  A

  security

  F

  license

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  quality

  Enables AI agents to analyze employee GitHub activity including PRs, code reviews, comments, and contributions across repositories with time-range filtering for performance assessment and impact analysis.

  Last updated 2025-12-21

  6

  922

• GitHub MCP Server

  tuanle96

  A

  security

  F

  license

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  quality

  Enables comprehensive GitHub operations through natural language including file management, repository administration, issue tracking, and advanced code searching.

  Last updated 2025-04-03

  47

  3

  1

• GitHub MCP Server

  software-engineer-mj

  A

  security

  A

  license

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  quality

  A Python-based Model Context Protocol server that provides 87 tools for comprehensive interaction with the GitHub API. It enables AI agents to manage repositories, issues, pull requests, workflows, and projects through automated commands.

  Last updated 2026-02-23

  87

  MIT

• mrc-data

  meacheal-ai

  A

  security

  F

  license

  A

  quality

  The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.

  Last updated 2026-04-15

  19

  119

  1

• GitHub MCP Server

  timbuchinger

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  security

  F

  license

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  quality

  Enables interaction with GitHub issues via the Model Context Protocol, allowing users to list and create issues with secure authentication.

  Last updated 2025-02-19

• mcp-data-extractor

  sammcj

  A

  security

  A

  license

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  quality

  A Model Context Protocol server that extracts embedded data (such as i18n translations or key/value configurations) from TypeScript/JavaScript source code into structured JSON configuration files.

  Last updated 2025-02-27

  2

  33

  9

  MIT

• GitHub MCP Server

  hithereiamaliff

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  security

  A

  license

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  quality

  Enables interaction with GitHub repositories, issues, pull requests, and code search through natural language. Supports self-hosted deployment with built-in analytics and flexible authentication options.

  Last updated 2026-03-16

  MIT

• Financial Data MCP Server

  Samarth2001

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  security

  A

  license

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  quality

  Provides real-time and historical financial market data from Yahoo Finance, including stock prices, options chains, and company news. It also enables technical analysis calculations like moving averages and RSI for comparing or analyzing stock performance.

  Last updated 2025-08-29

  3

  MIT

• mcp-github-trending

  hetaoBackend

  A

  security

  A

  license

  -

  quality

  A MCP server that provides access to GitHub trending repositories and developers data through a simple API interface.

  Last updated 2026-03-18

  2

  47

  MIT

• MCP Data Wrangler

  shibuiwilliam

  A

  security

  A

  license

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  quality

  A Model Context Protocol server for data wrangling that provides standardized interfaces for data preprocessing, transformation, and analysis tasks including data aggregation and descriptive statistics.

  Last updated 2025-03-30

  16

  8

  MIT

• GitHub Stars MCP Server

  Dustyposa

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  security

  A

  license

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  quality

  A high-performance server for analyzing GitHub user starred repositories, providing insights into development trends, technology adoption patterns, and timeline tracking.

  Last updated 2025-08-05

  2

  Apache 2.0

• GitHub PR MCP Server

  gourav221b

  A

  security

  A

  license

  -

  quality

  A TypeScript server that analyzes GitHub Pull Requests using the Model-Controller-Presenter pattern.

  Last updated 2025-07-23

  1

  6

  MIT

• GitHub Actions MCP Server

  ko1ynnky

  A

  security

  F

  license

  -

  quality

  An MCP server that enables AI assistants to manage GitHub Actions workflows by providing tools for listing, viewing, triggering, canceling, and rerunning workflows through the GitHub API.

  Last updated 2025-07-10

  9

  9

  41

• GitHub MCP Server

  DivyanshKushwaha

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  security

  F

  license

  -

  quality

  A modular command processor server that enables interaction with GitHub's REST API to fetch user details, repository information, and authenticated user data through natural language commands in Claude.

  Last updated 2025-03-18

• Todo for AI MCP Server

  todo-for-ai

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  security

  A

  license

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  quality

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  4

  Apache 2.0

• GitHub MCP Server

  HyunjunGil

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  security

  -

  license

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  quality

  Enables direct GitHub operations through Claude and Cursor, including repository management, branch creation, issue tracking, and pull request management. Provides seamless integration with GitHub API for comprehensive project workflow automation.

  Last updated 2025-09-04
• 

  Hong Kong Open Data MCP Serverofficial

  mcp-open-data-hk

  A

  security

  A

  license

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  quality

  Enables access to Hong Kong government's official open data portal (DATA.GOV.HK) through natural language queries. Supports searching datasets, browsing categories, and retrieving detailed information about Hong Kong's public data resources.

  Last updated 2025-08-14

  8

  5

  MIT

• Chainflip Broker as a Service

  CumpsD

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  security

  A

  license

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  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  2

  MIT

• GitHub MCP Tools

  NZenitram

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  security

  F

  license

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  quality

  A Multi-Claude Program for interacting with GitHub APIs through Claude Desktop, allowing users to search repositories, manage issues, pull requests, repository settings, workflows, and collaborators.

  Last updated 2025-03-22

  1

• mcp-server-github-actions

  ofershap

  A

  security

  A

  license

  A

  quality

  MCP server for GitHub Actions — view workflow runs, read logs, re-run failed jobs, and manage CI/CD.

  Last updated 2026-03-10

  9

  15

  2

  MIT

• MCP Data Analytics Server

  Edwin1719

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  security

  A

  license

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  quality

  A FastMCP-based server that provides data analysis tools for processing, analyzing, and visualizing data with an intuitive Streamlit web interface.

  Last updated 2025-06-02

  2

  MIT

• GitHub MCP Server

  awaybreaktoday

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  security

  A

  license

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  quality

  Enables comprehensive interaction with GitHub repositories, including code management, issues, pull requests, and full GitHub Actions workflow control with triggering, monitoring, and artifact management capabilities.

  Last updated 2025-09-20

  132

  MIT

• GitHub Kanban MCP Server

  Sunwood-ai-labs

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables efficient management of GitHub issues in a Kanban board format, allowing LLMs to automate task management through GitHub integration.

  Last updated 2025-06-28

  4

  29

  9

  MIT
• 

  Treasure Data MCP Serverofficial

  treasure-data

  -

  security

  A

  license

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  quality

  Enables AI assistants to query and interact with Treasure Data through a secure interface, supporting SQL queries, database exploration, CDP segment management, and workflow monitoring across multiple regions.

  Last updated 2026-03-02

  139

  6

  Apache 2.0

• GitHub DeepWiki MCP Server

  kongyo2

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  security

  -

  license

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  quality

  This MCP server provides detailed GitHub repository information by integrating with mcp.deepwiki.com and GitHub API to fetch repository wiki content, README files, and enable intelligent question-answering about repositories.

  Last updated 2025-08-28

  MIT