"Extracting data from GitHub" matching MCP servers:

• MCP GitHub README Generator

  MustafaKemal0146

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that analyzes GitHub repositories and automatically generates README.md files. Supports multiple AI providers and offers web, MCP tool, and n8n workflow modes.

  Last updated 2025-07-16

  1

  Creative Commons Zero v1.0 Universal

• Narad GitHub Agent

  Edge-Explorer

  A

  license

  -

  quality

  D

  maintenance

  Enables AI-powered GitHub interactions including repository analysis, code search, PR reviews, and more through the MCP protocol.

  Last updated 2026-03-11

  4

  MIT

• mcp-github-copilot

  kud

  A

  license

  -

  quality

  B

  maintenance

  MCP server for GitHub Copilot that allows querying any Copilot model programmatically using existing Copilot CLI credentials, with support for file attachments and model discovery.

  Last updated 2026-07-05

  12

  MIT

• GitHub Copilot Custom MCP

  owainow

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  license

  -

  quality

  D

  maintenance

  Enables GitHub Copilot to perform markdown review, dependency checking, and AI-powered code review through serverless Azure Functions, demonstrating educational and production MCP tool patterns.

  Last updated 2025-10-20

  1

  MIT

• GitHub Models Helper

  bvm-arjun108

  F

  license

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  quality

  D

  maintenance

  MCP server that lists available GitHub Models and compares responses from multiple models for the same prompt.

  Last updated 2026-01-19

• Memxus

  gpitrella

  A

  license

  A

  quality

  B

  maintenance

  One context engine for every AI. Persistent context from GitHub, Notion, and your decisions, delivered to Claude, ChatGPT, Cursor, VS Code, Gemini, and any MCP-compatible client.

  Last updated 2026-07-26

  6

  9

  3

  AGPL 3.0

• bytesagain-mcp

  bytesagain

  A

  license

  A

  quality

  D

  maintenance

  Search 60,000+ AI agent skills from ClawHub, LobeHub, Dify, and GitHub via MCP SSE or REST API. Free, no API key required.

  Last updated 2026-04-27

  4

  MIT

• Data Verify MCP Server

  CCCpan

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that provides comprehensive data verification in China, including identity, business, vehicle, OCR, and risk assessment services.

  Last updated 2026-07-03

  10

  9

  166

  GPL 3.0

• Smart Prompts MCP Server

  hmcts

  F

  license

  A

  quality

  D

  maintenance

  An enhanced MCP server that fetches prompts from GitHub repositories with intelligent discovery, composition, and management features.

  Last updated 2025-10-20

  7

  1

• daxops-mcp

  cyphonica

  F

  license

  A

  quality

  B

  maintenance

  Build Power BI dashboards from your data, straight from Claude Code (or any MCP client).

  Last updated 2026-07-15

  11

  5

• mcp-youtube-intelligence

  Dmitriusan

  A

  license

  A

  quality

  A

  maintenance

  MCP server for extracting structured intelligence from YouTube channels and videos — transcripts, topics, and competitive signals for AI-powered research workflows.

  Last updated 2026-07-06

  1

  MIT

• arm-migrate-mcp

  CisnerosCodes

  A

  license

  A

  quality

  B

  maintenance

  Analyzes, plans, and benchmarks LLM workload migration from x86 to Arm64, generating measurable speedups using free GitHub Arm runners.

  Last updated 2026-07-15

  4

  MIT

• agentcast-mcp

  MukundaKatta

  A

  license

  A

  quality

  C

  maintenance

  Enforces structured output from LLMs by extracting JSON, validating against a shape spec, and generating retry prompts for incorrect responses.

  Last updated 2026-07-18

  3

  71

  1

  MIT

• Fabric MCP Server

  1818TusculumSt

  F

  license

  A

  quality

  D

  maintenance

  Provides access to 227+ expert-crafted Fabric AI patterns for tasks like summarizing, analyzing, and extracting wisdom, all through Claude Desktop with no API keys needed.

  Last updated 2025-10-22

  4

  4

• stockup-mcp

  StockUpCC

  F

  license

  A

  quality

  B

  maintenance

  Connects AI agents to StockUp Quan's financial reasoning models with real-time stock data from Yahoo Finance, enabling grounded financial analysis and queries.

  Last updated 2026-07-17

  1

  1

• pr-reviewer-mcp

  srivastava-aryan

  F

  license

  A

  quality

  B

  maintenance

  An MCP server exposing AI-powered GitHub PR review as tools.

  Last updated 2026-07-09

  5

• HubLens MCP Server

  HubLensOfficial

  A

  license

  A

  quality

  D

  maintenance

  HubLens automatically detects trending OSS on GitHub and Hacker News daily, then generates EN/ZH summaries, categories, and scoring via Vertex AI (Gemini). This MCP server wraps the HubLens Public REST API so any AI agent can ground its OSS recommendations in fresh, structured, multi-day data.

  Last updated 2026-04-20

  3

  8

  1

  MIT
• 

  AlgoChains MCP Serverofficial

  AlgoChains

  A

  license

  A

  quality

  A

  maintenance

  Enables AI assistants to interact with a complete trading infrastructure, including live futures bots, real market data, backtesting, and copy-trading signals. Supports 503 tools across 20 domains, from market data to order execution, with zero synthetic data.

  Last updated 2026-07-26

  100

  1

  MIT
• 

  Latent Defense MCP Serverofficial

  latent-defense

  A

  license

  B

  quality

  C

  maintenance

  Connects Claude Code to a Latent Defense deployment to map GitHub repositories into an infrastructure graph, discover attack paths using the JEPA energy model, and triage findings from the terminal.

  Last updated 2026-06-22

  85

  Apache 2.0

• book-crawler-mcp

  LiZhuBin

  A

  license

  B

  quality

  D

  maintenance

  A server for automated crawling of academic papers and GitHub repositories, downloading PDFs, extracting content, AI-generating Gumroad product descriptions, and publishing to Gumroad.

  Last updated 2026-03-04

  8

  MIT