GitHub

MCP Servers for GitHub

GitHub is a platform and cloud-based service for software development and version control using Git, allowing developers to store and manage their code.

View all MCP Servers

Why this server?
Provides integration with GitHub for issue tracking, repository access, and package distribution through GitHub Container Registry (ghcr.io).
Luno MCP Serverofficial
luno
A
security
A
license
A
quality
Luno MCP Server
Last updated -
12
11
Go
MIT License
Why this server?
Enables pulling pre-built Docker images from GitHub Container Registry
Blockscout MCP Serverofficial
blockscout
A
security
A
license
A
quality
A server that exposes blockchain data (balances, tokens, NFTs, contract metadata) via the Model Context Protocol, enabling AI agents and tools to access and analyze blockchain information contextually.
Last updated -
16
14
Python
MIT License
Why this server?
Provides access to GitHub functionality through global helpers for handling GitHub events.
Panther MCP Serverofficial
panther-labs
A
security
A
license
A
quality
mcp-panther
Last updated -
34
22
Python
Apache 2.0
Why this server?
References integration with MCP Inspector from GitHub for debugging purposes
302AI BrowserUse MCP Serverofficial
302ai
A
security
A
license
A
quality
A Model Context Protocol server that enables Claude Desktop to browse the web, likely allowing the AI to access and interact with web content.
Last updated -
2
11
5
JavaScript
MIT License
Why this server?
Allows retrieving information about Git-hosted Pulumi component resources from GitHub repositories, accessible through the get-resource and list-resources commands.
@pulumi/mcp-serverofficial
pulumi
A
security
A
license
A
quality
@pulumi/mcp-server
Last updated -
5
130
56
TypeScript
Apache 2.0
Why this server?
Referenced for the uv package manager repository, which is a prerequisite tool for the MCP server
Alibaba Cloud MCP Serverofficial
aliyun
A
security
A
license
A
quality
A server implementation that enables management of Alibaba Cloud ECS (Elastic Compute Service) resources through a collection of API and OOS automation tools, supporting operations like instance lifecycle management, monitoring, and resource inspection.
Last updated -
26
62
Python
Apache 2.0
Why this server?
Enables running the MCP server directly from GitHub repositories using npx without installation.
FetchSERP MCP Serverofficial
fetchSERP
A
security
A
license
A
quality
A Model Context Protocol server that provides AI assistants with access to FetchSERP API capabilities for SEO analysis, SERP data, web scraping, and keyword research.
Last updated -
20
565
9
JavaScript
MIT License
Why this server?
Allows users to report issues, contribute code, and access documentation through the GitHub repository.
TomTom MCP Serverofficial
tomtom-international
A
security
A
license
A
quality
Provides seamless access to TomTom's location services including search, routing, traffic and static maps data, enabling easy integration of precise geolocation data into AI workflows and development environments.
Last updated -
10
283
19
TypeScript
Apache 2.0
Why this server?
Mentioned as an acquisition target in an example query for researching M&A transactions through the octagon-deals-agent.
mcp-octagonofficial
OctagonAI
A
security
A
license
A
quality
Deliver real-time investment research with extensive private and public market data.
Last updated -
11
847
55
JavaScript
MIT License
Why this server?
Provides access to the Chronulus MCP source code repository for installation and contribution
Chronulus MCP Serverofficial
ChronulusAI
A
security
A
license
A
quality
Enables integration of Chronulus AI Forecasting & Prediction Agents with Claude, allowing users to access AI-powered forecasting and prediction capabilities directly through Claude's interface.
Last updated -
9
88
Python
MIT License
Why this server?
Allows ingestion of content from GitHub repositories and issues into Graphlit for search and retrieval
Graphlit MCP Serverofficial
graphlit
A
security
A
license
A
quality
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Last updated -
43
802
341
TypeScript
MIT License
Why this server?
Enables cloning of repositories from GitHub to set up the MCP server from source.
Recraft AI MCP Serverofficial
recraft-ai
A
security
A
license
A
quality
An MCP server that integrates with Recraft AI to enable generation and manipulation of high-quality raster and vector images through tools like image generation, editing, vectorization, background removal, and upscaling.
Last updated -
9
544
20
TypeScript
MIT License
Why this server?
Provides integration with GitHub for accessing the MiniMax MCP server's codebase and repositories
MiniMax MCP Serverofficial
MiniMax-AI
A
security
A
license
A
quality
Enables MCP clients like Claude Desktop and Cursor to interact with MiniMax APIs for generating speech, cloning voices, creating videos, and generating images.
Last updated -
6
862
Python
MIT License
Why this server?
Includes integration references for accessing repositories and issue tracking functionality.
Semgrep MCP Serverofficial
semgrep
A
security
A
license
A
quality
An MCP server that provides a comprehensive interface to Semgrep, enabling users to scan code for security vulnerabilities, create custom rules, and analyze scan results through the Model Context Protocol.
Last updated -
6
226
Python
MIT License
Why this server?
Allows access to GitHub repositories through git clone operations to obtain the MCP server code
Qiniu MCP Serverofficial
qiniu
A
security
A
license
A
quality
The Model Context Protocol (MCP) Server built on Qiniu Cloud products supports users in accessing Qiniu Cloud Storage, intelligent multimedia services, and more through this MCP Server within the context of AI large model clients.
Last updated -
13
21
Python
MIT License
Why this server?
Uses GitHub for issue tracking, bug reports, feature requests, and pull requests via its repository.
DeepWriter MCP Serverofficial
deepwriter-ai
A
security
A
license
A
quality
Provides tools for creating, managing, and generating content for DeepWriter projects through a standardized Model Context Protocol interface.
Last updated -
6
5
TypeScript
Apache 2.0
Why this server?
Integrates with GitHub repositories for testing web applications, with support for specifying repo name and branch information
Debugg AI MCPofficial
debugg-ai
A
security
A
license
A
quality
Debugg AI MCP
Last updated -
1
616
61
TypeScript
MIT License
Why this server?
Provides access to installation from source via GitHub repository, with examples linking to attachments hosted on GitHub.
Norman Finance MCP Serverofficial
norman-finance
A
security
A
license
A
quality
Norman Finance is an accounting and tax filing autopilot designed for entrepreneurs in Germany. The Norman Finance MCP server enables new ways of interacting with Norman Finance's accounting, tax, and invoicing services. Simplifying financial workflows by integrating Norman Finance API capabilities
Last updated -
34
6
Python
MIT License
Why this server?
Provides repository access for cloning the project code
Explorium AgentSource MCP Serverofficial
explorium-ai
A
security
A
license
A
quality
Explorium AgentSource MCP Server empowers every agent to become an AI-driven, Go-To-Market specialized agent! With over 20 specialized endpoints designed for prospecting, sales, and lead generation, agents can effortlessly generate and enrich accounts and prospects, access deep business insights, an
Last updated -
23
24
Python
Apache 2.0
Why this server?
Enables downloading the Hologres MCP Server source code for local integration.
Hologres MCP Serverofficial
aliyun
A
security
A
license
A
quality
A universal interface that enables AI Agents to communicate with Hologres databases, allowing them to retrieve database metadata and execute SQL operations.
Last updated -
6
22
Python
Apache 2.0
Why this server?
Integrates with GitHub to fetch and update JSON Resumes stored in GitHub Gists, analyze codebases, and commit resume changes back to GitHub
JSON Resume MCP Serverofficial
jsonresume
A
security
A
license
A
quality
A server that enhances AI assistants with the ability to update your JSON Resume by analyzing your coding projects, automatically extracting skills and generating professional descriptions.
Last updated -
3
577
55
TypeScript
The Unlicense
Why this server?
Provides access to the Vectara-mcp repository on GitHub where users can find the source code and contribute to the project.
Vectara MCP serverofficial
vectara
A
security
A
license
A
quality
Vectara MCP server
Last updated -
2
13
Python
Apache 2.0
Why this server?
Integrates with GitHub for repository cloning and project management for the MCP server itself
YingDao RPA MCP Serverofficial
ying-dao
A
security
A
license
A
quality
A Model Context Protocol server that enables AI platforms to invoke RPA (Robotic Process Automation) capabilities from YingDao, allowing automated execution of repetitive tasks through AI interactions.
Last updated -
3
8
32
TypeScript
MIT License
Why this server?
The server integrates with Daipendency, which is hosted on GitHub and provides documentation extraction capabilities
Daipendencyofficial
daipendency
A
security
A
license
A
quality
Get the narrative and API documentation for the exact version of any of your dependencies. (Only Rust is supported at the moment.)
Last updated -
1
11
58
TypeScript
MIT License
Why this server?
Hosted on GitHub for source code access, contributions, and version control
Formula One MCP Server
notsedano
A
security
A
license
A
quality
A Model Context Protocol server that provides comprehensive Formula One racing data, enabling access to event schedules, driver information, telemetry data, race results, and performance analytics through natural language queries.
Last updated -
8
TypeScript
MIT License
Why this server?
Integrates with GitHub's OAuth services for authentication, enabling secure access to the MCP server through GitHub credentials
Sentry MCPofficial
getsentry
A
security
F
license
A
quality
A remote Model Context Protocol server acting as middleware to the Sentry API, allowing AI assistants like Claude to access Sentry data and functionality through natural language interfaces.
Last updated -
7
11
279
TypeScript
Why this server?
Enables automatic agent downloading from the baryonlabs/claude-sub-agent-contents repository, providing offline caching and tracking of downloaded agents
Claude Agents Power
hongsw
A
security
A
license
A
quality
An intelligent MCP server that analyzes projects and recommends professional role assignments, enabling users to download specialized agent templates for 100+ roles across various company departments.
Last updated -
8
2
JavaScript
MIT License
Why this server?
Provides automatic agent downloading from the baryonlabs/claude-sub-agent-contents repository, with download tracking and usage analytics.
Claude Agents Power
hongsw
A
security
A
license
A
quality
An intelligent MCP server that analyzes projects and recommends team compositions from 100+ professional roles across company departments, with automatic agent downloading for specialized tasks.
Last updated -
8
2
JavaScript
MIT License
Why this server?
Provides deep search and discovery across GitHub repositories, enabling access to code, issues, pull requests, and commit histories from both public and private repositories while respecting organizational permissions
Octocode MCP
bgauryy
A
security
A
license
A
quality
AI-powered code assistant that provides advanced search and discovery capabilities across GitHub and NPM ecosystems, helping users understand code patterns, implementations, and connections between repositories.
Last updated -
10
1,310
123
TypeScript
MIT License
Why this server?
Provides open-source access to the Phoenix MCP implementation, allowing for contributions and customizations
@arizeai/phoenix-mcpofficial
Arize-ai
A
security
F
license
A
quality
Phoenix MCP Server is an implementation of the Model Context Protocol for the Arize Phoenix platform. It provides a unified interface to Phoenix's capabilites. You can use Phoenix MCP Server for: Prompts Management: Create, list, update, and iterate on prompts Datasets: Explore datasets, and synte
Last updated -
15
740
6,455
Why this server?
Provides the project repository on GitHub for access to source code and documentation.
ClinicalTrials.gov MCP Server
cyanheads
A
security
A
license
A
quality
Empowers AI agents with direct access to the official ClinicalTrials.gov database, enabling programmatic searching, retrieval, and analysis of clinical study data through a Model Context Protocol interface.
Last updated -
3
3,570
12
TypeScript
Apache 2.0
Why this server?
Hosts the Healthcare MCP Server repository, allowing users to access and clone the codebase for installation and deployment.
Healthcare MCP Server
Cicatriiz
A
security
A
license
A
quality
A Model Context Protocol server providing AI assistants with access to healthcare data tools, including FDA drug information, PubMed research, health topics, clinical trials, and medical terminology lookup.
Last updated -
7
69
18
JavaScript
MIT License
Why this server?
Integrates with GitHub for CI/CD workflows, enabling automated quality gates and performance regression detection through GitHub Actions.
Lighthouse MCP
danielsogl
A
security
A
license
A
quality
Lighthouse MCP
Last updated -
12
145
12
TypeScript
MIT License
Why this server?
Supports repository access for development and contribution purposes, allowing users to clone the source code and submit issues or pull requests.
douyin-mcp-server
yzfly
A
security
A
license
A
quality
douyin-mcp-server
Last updated -
3
171
Python
MIT License
Why this server?
Integrates with GitHub for persona collection browsing, searching, installation, and submission, with features like auto-updates from GitHub releases and GitHub issue creation for persona submissions
DollhouseMCPofficial
DollhouseMCP
A
security
F
license
A
quality
A comprehensive Model Context Protocol (MCP) server that enables dynamic AI persona management with an integrated GitHub-powered marketplace, allowing Claude and other compatible AI assistants to activate different behavioral personas.
Last updated -
28
10
2
TypeScript
Why this server?
Referenced for repository hosting, issue reporting, and feature requests through GitHub's issues and discussions systems.
QuantConnect MCP Server
taylorwilsdon
A
security
A
license
A
quality
LLM Driven Trading Platform Orchestration - Strategy Design, Research & Implementation
Last updated -
38
16
Python
MIT License
Why this server?
Repository hosting for the AWS Security MCP project, accessible via git clone from the groovyBugify organization.
AWS Security MCP
groovyBugify
A
security
A
license
A
quality
A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.
Last updated -
100
64
Python
Apache 2.0
Why this server?
Referenced in the repository URL for cloning the project.
mcp-open-library
8enSmith
A
security
A
license
A
quality
A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book information.
Last updated -
1
68
21
TypeScript
MIT License
Why this server?
Provides tools for GitHub repository management including PR content retrieval and analysis, issue creation and updates, tag management, and release management with automatic release notes.
GitHub PR Issue Analyser
saidsef
A
security
A
license
A
quality
A MCP server that bridges LLMs with GitHub repository management, enabling automated analysis of pull requests, issue management, tag creation, and release management through natural language.
Last updated -
9
5
Python
Apache 2.0
Why this server?
Links to the project repository for access to the source code and related resources
f2c-mcp-server
f2c-ai
A
security
A
license
A
quality
f2c-mcp-server
Last updated -
5
671
209
TypeScript
MIT License
Why this server?
Allows checking GitHub API health with examples specifically mentioning api.github.com endpoint monitoring
Service Health MCP Server
natashanajdovski
A
security
A
license
A
quality
A professional-grade MCP server that enables AI assistants to monitor web services, APIs, and HTTP endpoints with enterprise-level security.
Last updated -
1
TypeScript
MIT License
Why this server?
Provides integration with GitHub for CI/CD workflows through GitHub Actions, enabling automated testing and code quality checks as shown by the CI and code-checks badges.
dev-kit-mcp-server
DanielAvdar
A
security
A
license
A
quality
dev-kit-mcp-server
Last updated -
5
3
Python
MIT License
Why this server?
Allows usage of Glean's enterprise knowledge tools within GitHub, providing access to company content search and people profile information.
Glean MCP Server
gleanwork
A
security
A
license
A
quality
A Model Context Protocol server that provides AI assistants with access to Glean's enterprise knowledge features, including content search, people directory, and AI chat capabilities.
Last updated -
3
73
44
TypeScript
MIT License
Why this server?
Allows installation of the MCP server directly from GitHub using npx, making setup easier for users.
mcp-minecraft
yuniko-software
A
security
A
license
A
quality
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction
Last updated -
14
162
TypeScript
Apache 2.0
Why this server?
Hosts source code and enables issue tracking for support and feature requests
Zaturn
kdqed
A
security
A
license
A
quality
An open-source MCP server that connects to various data sources (SQL databases, CSV, Parquet files), allowing AI models to execute SQL queries and generate data visualizations for analytics and business intelligence.
Last updated -
10
51
Python
MIT License
Why this server?
Mentioned as the platform where the plugin repository and releases are hosted, enabling users to download the plugin and contribute to its development.
WordPress MCPofficial
Automattic
A
security
F
license
A
quality
A WordPress plugin that implements the Model Context Protocol to enable AI models and applications to interact with WordPress sites in a structured and secure way.
Last updated -
5
13
350
Why this server?
Imports feed lists from GitHub repositories, specifically the Chainfeeds repository for Web3 RSS aggregation
crypto-rss-mcp
kukapay
A
security
A
license
A
quality
crypto-rss-mcp
Last updated -
2
4
Python
MIT License
Why this server?
Enables analysis of GitHub Pull Requests, allowing users to extract information and insights from PRs through an MCP server architecture.
GitHub PR MCP Server
gourav221b
A
security
A
license
A
quality
A TypeScript server that analyzes GitHub Pull Requests using the Model-Controller-Presenter pattern.
Last updated -
1
5
TypeScript
MIT License
Why this server?
Mentioned as one of the supported OAuth providers for authentication
MCP Kafka Schema Reg
aywengo
A
security
A
license
A
quality
A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.
Last updated -
62
18
Python
MIT License
Why this server?
Hosts the repository for the MCP server codebase.
Hevy MCP
chrisdoc
A
security
A
license
A
quality
A Model Context Protocol (MCP) server implementation that interfaces with the Hevy fitness tracking app and its API. This server enables AI assistants to access and manage workout data, routines, exercise templates, and more through the Hevy API (requires PRO subscription).
Last updated -
15
353
26
TypeScript
MIT License
Why this server?
Enables GitHub Copilot to perform and analyze accessibility audits on webpages, identifying WCAG compliance issues with optional HTML snippets for debugging
a11y-mcp
priyankark
A
security
A
license
A
quality
An MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Cline/Cursor/GH Copilot) and let them fix a11y issues for you!
Last updated -
2
305
17
JavaScript
Mozilla Public License 2.0
Why this server?
Hosted on GitHub with repository access for cloning, contributing, and accessing documentation and case studies.
Vibe Check MCP
PV-Bhat
A
security
A
license
A
quality
A metacognitive pattern interrupt system that helps prevent AI assistants from overcomplicated reasoning paths by providing external validation, simplification guidance, and learning mechanisms.
Last updated -
3
227
104
TypeScript
MIT License
Why this server?
Upcoming features include GitHub tools such as PR Description Generator, Code Review, and Actions Manager
AiDD MCP Server
skydeckai
A
security
A
license
A
quality
AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages.
Last updated -
29
68
Python
Apache 2.0
Why this server?
Enables pull request management including creating, updating, listing pull requests and adding or updating comments on pull requests across repositories.
Backlog MCP Server
nulab
A
security
A
license
A
quality
A Model Context Protocol server that enables Claude to interact with Backlog project management tools through API integration, allowing management of projects, issues, wiki pages and other Backlog resources.
Last updated -
40
53
81
TypeScript
MIT License
Why this server?
Hosts the repository for the MCP server, enabling users to access the source code directly from GitHub.
File Merger MCP Server
exoticknight
A
security
A
license
A
quality
Enables merging multiple files into a single file through a simple MCP interface. Provides a secure way to combine files while restricting access to only allowed directories.
Last updated -
2
339
15
JavaScript
Apache 2.0
Why this server?
Allows Claude Desktop to browse and interact with Hacker News content, including viewing latest/top/best stories, reading story details and comments, and formatting Hacker News content for better readability.
mcp-claude-hackernews
imprvhub
A
security
A
license
A
quality
mcp-claude-hackernews
Last updated -
1
4
TypeScript
Mozilla Public License 2.0
Why this server?
Provides detailed status information for GitHub's infrastructure, including Git operations, API requests, Actions, Webhooks, Issues, Pull Requests, and other components.
Status Observer MCP
imprvhub
A
security
A
license
A
quality
Status Observer MCP
Last updated -
1
5
TypeScript
Mozilla Public License 2.0
Why this server?
Integrates with GitHub repositories to enable debugging support, with example solutions for real GitHub issues
Deebo
snagasuri
A
security
A
license
A
quality
Deebo
Last updated -
4
0
620
JavaScript
Apache 2.0
Why this server?
The MCP server is hosted on GitHub and references GitHub in its badges
Mentor MCP Server
cyanheads
A
security
A
license
A
quality
Provides LLM Agents with AI-powered mentorship for code review, design critique, writing feedback, and brainstorming using the Deepseek API, enabling enhanced output in various development and strategic planning tasks.
Last updated -
5
30
TypeScript
Apache 2.0
Why this server?
Links to the GitHub repository for accessing source code, contributing to the project, and tracking stars/popularity.
Filesystem MCP Server
cyanheads
A
security
A
license
A
quality
A Model Context Protocol server that provides AI agents with secure access to local filesystem operations, enabling reading, writing, and managing files through a standardized interface.
Last updated -
10
255
14
TypeScript
Apache 2.0
Why this server?
Integrates with GitHub for testing and continuous integration through GitHub Actions workflows
PyMCP
anirbanbasu
A
security
A
license
A
quality
Primarily to be used as a template for developing MCP servers with FastMCP in Python, PyMCP is somewhat inspired by the official everything MCP server in Typescript.
Last updated -
6
4
Python
MIT License
Why this server?
Allows fetching documentation from GitHub repositories on Deepwiki using a shortform syntax like 'user/repo', making it easy to retrieve documentation for open source projects.
Deepwiki MCP Server
regenrek
A
security
A
license
A
quality
An MCP server that fetches and converts Deepwiki documentation into Markdown, allowing users to crawl pages from deepwiki.com repositories and access them in different output formats.
Last updated -
1
2,524
837
TypeScript
MIT License
Why this server?
ATLAS integrates with GitHub through the Skills system, with configuration options for GitHub username and email available through environment variables.
atlas-mcp-server
cyanheads
A
security
A
license
A
quality
ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks and dependencies.
Last updated -
22
3
237
TypeScript
Apache 2.0
Why this server?
Supports repository forking and publishing of custom Docker images via GitHub Container Registry integration.
open-webSearch
Aas-ee
A
security
A
license
A
quality
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.
Last updated -
3
10
177
TypeScript
Apache 2.0
Why this server?
Uses GitHub Actions for continuous integration testing, as evidenced by the pytest workflow badge.
FrankfurterMCP
anirbanbasu
A
security
A
license
A
quality
A MCP server for the Frankfurter API for currency exchange rates.
Last updated -
5
1
Python
MIT License
Why this server?
Integrates with GitHub workflows through GitHub Actions for automated release processes.
read-website-fast
just-every
A
security
A
license
A
quality
Fast, token-efficient web content extraction tool that converts websites to clean Markdown for AI agents, featuring smart caching, content extraction with Mozilla Readability, and polite crawling capabilities.
Last updated -
1
477
43
JavaScript
MIT License
Why this server?
Allows installation from source via the GitHub repository, providing access to the complete codebase for advanced customization and development.
Code Reasoning MCP Server
mettamatt
A
security
A
license
A
quality
An enhanced sequential thinking tool optimized for programming tasks that helps break down complex coding problems into structured, self-auditing thought steps with branching and revision capabilities.
Last updated -
1
153
173
TypeScript
MIT License
Why this server?
Hosts the MCP server code repository at wazzan/mcp-coincap-jj, enabling version control and collaboration for the project.
mcp-coincap-jj
wazzan
A
security
A
license
A
quality
A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface. Updated to use Coin Cap API v3
Last updated -
3
504
TypeScript
MIT License
Why this server?
Enables access to GitHub via SearchAPI.site, allowing AI assistants to retrieve information from the GitHub platform
SearchAPI MCP Server
mrgoonie
A
security
A
license
A
quality
Connects AI assistants to external data sources (Google, Bing, etc.) via SearchAPI.site, implementing the Model Context Protocol (MCP) for secure and contextual access to web information.
Last updated -
1
1
8
TypeScript
MIT License
Why this server?
Shows integration with GitHub for repository status tracking via badges and workflow actions.
Yourware MCP
ai-zerolab
A
security
A
license
A
quality
An MCP server that allows users to upload projects (single files or directories) to the Yourware platform, enabling easy deployment and showcasing of projects.
Last updated -
3
9
Python
MIT License
Why this server?
Supports interactions with GitHub repositories through Git operations like cloning from GitHub URLs, pushing to and pulling from GitHub remotes, enabling LLMs to manage code on GitHub.
Git MCP Server
cyanheads
A
security
A
license
A
quality
A Model Context Protocol server that enables Large Language Models to interact with Git repositories through a robust API, supporting operations like repository initialization, cloning, file staging, committing, and branch management.
Last updated -
21
1,285
97
TypeScript
Apache 2.0
Why this server?
Facilitates GitHub repository interaction and access, as seen in the repository badges and references.
MCP Microsoft Teams Server
InditexTech
A
security
A
license
A
quality
MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
Last updated -
6
279
Python
Apache 2.0
Why this server?
Shows integration with GitHub through CI/CD pipeline badges and repository hosting.
Bear MCP Server
philgetzen
A
security
A
license
A
quality
An MCP server that integrates Bear Note Taking App with Claude Desktop, allowing Claude to read, create, search notes and manage tags directly from Bear.
Last updated -
7
JavaScript
MIT License
Why this server?
Integrates with GitHub Actions for build automation and workflow tracking, as indicated by the build badge in the README.
MCP Server Mermaid
hustcc
A
security
A
license
A
quality
MCP Server Mermaid
Last updated -
1
666
61
TypeScript
MIT License
Why this server?
Repository hosting for the Letta MCP server, enabling version control, contribution workflows, and distribution of the server code.
Letta MCP Server
oculairmedia
A
security
A
license
A
quality
An MCP server implementation that enables interaction with the Letta API for managing agents, memory blocks, and tools in the Letta system.
Last updated -
9
24
JavaScript
MIT License
Why this server?
Retrieves code metrics and analysis results from GitHub repositories through DeepSource integration
DeepSource MCP Server
sapientpants
A
security
A
license
A
quality
A Model Context Protocol server that integrates with DeepSource to provide AI assistants with access to code quality metrics, issues, and analysis results.
Last updated -
9
530
1
TypeScript
MIT License
Why this server?
Hosts the repository for development installation of the nlobby-mcp server
N Lobby MCP Server
minagishl
A
security
A
license
A
quality
A Model Context Protocol server that provides secure access to N Lobby school portal data including announcements, schedules, and learning resources through browser-based authentication.
Last updated -
16
28
3
TypeScript
MIT License
Why this server?
Connects to the ReviewWebsite.com API hosted on GitHub, enabling AI assistants to create, read, update, and delete website reviews, as well as extract and process website content.
ReviewWebsite MCP Server
mrgoonie
A
security
A
license
A
quality
MCP server that connects AI assistants to ReviewWebsite.com API for creating and managing website reviews, extracting data, converting URLs to markdown, and interacting with web content.
Last updated -
9
6
5
TypeScript
MIT License
Why this server?
Hosts the project repository for source code access, issue reporting, and contribution through pull requests.
Short Video MCP Server
yangbuyiya
A
security
A
license
A
quality
A FastMCP-based service that extracts no-watermark links from 20+ video platforms (including TikTok, Kuaishou, etc.) and can convert video speech to text.
Last updated -
3
24
Python
MIT License
Why this server?
Hosts the project repository with CI workflows for package testing and validation.
rqbit Torrent Client MCP
philogicae
A
security
A
license
A
quality
Python wrapper & MCP server for the rqbit API
Last updated -
7
3
Python
MIT License
Why this server?
Provides integration with GitHub through action workflows as evidenced by the Actions status badge in the README.
sequential-thinking-mcp
philogicae
A
security
A
license
A
quality
Simple sequential thinking MCP in python
Last updated -
1
2
Python
MIT License
Why this server?
Enables cloning the YggTorrent MCP repository directly from GitHub for local installation and development.
YggTorrent MCP Server
philogicae
A
security
A
license
A
quality
A Python MCP server that allows programmatic interaction with YggTorrent, enabling torrent search, details retrieval, and magnet link generation without exposing your Ygg passkey.
Last updated -
4
11
Python
MIT License
Why this server?
Provides ability to discover and integrate MCP servers hosted on GitHub repositories, fetching setup instructions and configuration details directly from source.
MAGG
sitbon
A
security
A
license
A
quality
A meta-MCP server that manages and aggregates other MCP servers, enabling LLMs to dynamically extend their own capabilities by searching for, adding, and configuring tool servers.
Last updated -
12
25
Python
AGPL 3.0
Why this server?
Provides access to GitHub repository management through clone operations
s3-mcp
KonMam
A
security
A
license
A
quality
A Model Context Protocol (MCP) server for AWS S3 integration using FastMCP and boto3. This server provides access to S3 functionality through MCP-compatible tools.
Last updated -
10
Python
MIT License
Why this server?
Integrated with GitHub Actions for CI/CD pipeline automation, as shown by the workflow badge in the README.
MCP Dual-Cycle Reasoner
cyqlelabs
A
security
A
license
A
quality
A Model Context Protocol server that empowers AI agents with metacognitive monitoring to detect reasoning loops and provide intelligent recovery using case-based reasoning and statistical analysis.
Last updated -
9
158
3
TypeScript
MIT License
Why this server?
Connects to the GitHub repository for akshare-one, providing access to Chinese stock market data through various tools for retrieving financial information including historical stock data, real-time data, news, and financial statements
akshare-one-mcp
zwldarren
A
security
A
license
A
quality
akshare-one-mcp
Last updated -
7
25
Python
MIT License
Why this server?
Enables publishing the MCP server to GitHub, with specific instructions for repository setup and release creation
MCP Fetch
LangGPT
A
security
A
license
A
quality
A Model Context Protocol server that allows LLMs to retrieve and convert web content to markdown without robots.txt restrictions.
Last updated -
1
Python
MIT License
Why this server?
Integrates with GitHub API for efficient caching and rate limit handling, enabling the server to access and retrieve shadcn/ui component resources from the GitHub repository.
@jpisnice/shadcn-ui-mcp-server
Jpisnice
A
security
A
license
A
quality
A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation
Last updated -
7
430
800
TypeScript
MIT License
Why this server?
Enables interaction with GitHub through the GitHub CLI to create PRs and work with repositories
mcp-wcgw
rusiaaman
A
security
A
license
A
quality
Shell and file edit capabilities tightly coupled to provide a powerful coding experience. You can work with different modes: architect and code-writer for separate plan and implementation phase. You can get it to invoke any cli command, e.g., compiling, type checking, linting, github cli, python
Last updated -
6
550
Python
Apache 2.0
Why this server?
Enables interaction with GitHub repositories, including cloning and forking operations for MCP server development.
FastMCP Boilerplate
CrypticSplicer
A
security
A
license
A
quality
A starter template for building MCP servers with FastMCP, providing testing, linting, formatting, and NPM publishing setup.
Last updated -
1
0
TypeScript
MIT License
Why this server?
Allows direct execution from GitHub repository using npx, with configuration instructions for connecting to various MCP clients.
MCP CosmosDB
hendrickcastro
A
security
A
license
A
quality
A Model Context Protocol server for Azure CosmosDB database operations that provides 8 tools for document database analysis, container discovery, and data querying.
Last updated -
8
TypeScript
MIT License
Why this server?
Enables interaction with GitHub's API, allowing for operations like retrieving user repositories through tools like 'github_getUser'
Specbridge
TBosak
A
security
A
license
A
quality
An MCP server that automatically converts OpenAPI specifications into MCP tools by scanning a folder for spec files, requiring no configuration files or separate servers.
Last updated -
2
4
TypeScript
MIT License
Why this server?
Hosted on GitHub with CI/CD workflow integration for automated testing and deployment.
MCPQL
hendrickcastro
A
security
A
license
A
quality
A comprehensive Model Context Protocol server for SQL Server database operations that provides 10 powerful tools for database analysis, object discovery, and data manipulation.
Last updated -
10
5
TypeScript
MIT License
Why this server?
Provides access to GitHub repositories for downloading releases of the Deep Research MCP server
Deep Research MCP
ali-kh7
A
security
A
license
A
quality
A Model Context Protocol compliant server that facilitates comprehensive web research by utilizing Tavily's Search and Crawl APIs to gather and structure data for high-quality markdown document creation.
Last updated -
1
15
9
JavaScript
MIT License
Why this server?
Utilizes GitHub for distribution of releases and repository management.
Fetcher MCP
everford
A
security
A
license
A
quality
A server that allows fetching web page content using Playwright headless browser with AI-powered capabilities for efficient information extraction.
Last updated -
2
951
3
TypeScript
MIT License
Why this server?
Offers installation via GitHub repository clone, providing access to the complete MCP server codebase.
Africa's Talking Airtime MCP
nasoma
A
security
A
license
A
quality
Enables users to manage airtime transactions through the Africa's Talking API, allowing them to check account balance, send airtime to phone numbers, view transaction history, and analyze top-up patterns across supported African countries.
Last updated -
5
1
Python
MIT License
Why this server?
References GitHub for license information and repository hosting.
memo-mcp
108yen
A
security
A
license
A
quality
This is an MCP server that enables agents to record, search, and retrieve memos using LowDB as a lightweight local database.
Last updated -
11
124
TypeScript
MIT License
Why this server?
Provides comprehensive repository analysis with tools for accessing repository info, file content, directory structure, code search, dependency analysis, and codebase structure analysis.
CodeCompass MCP
TheAlchemist6
A
security
A
license
A
quality
An enterprise-grade Model Context Protocol server that provides comprehensive GitHub repository analysis and AI-powered development assistance through 11 streamlined tools.
Last updated -
11
1
TypeScript
MIT License
Why this server?
Supports private npm registries including GitHub Packages via .npmrc configuration
MCP Package Docs Server
sammcj
A
security
A
license
A
quality
Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.
Last updated -
11
529
75
TypeScript
MIT License
Why this server?
Integrates with GitHub for issue tracking, documentation hosting, and container registry distribution through GitHub Container Registry.
YouTube Transcript DL MCP Server
jedarden
A
security
A
license
A
quality
A comprehensive MCP server for extracting YouTube video transcripts with support for multiple transports, languages, and output formats.
Last updated -
7
67
TypeScript
MIT License
Why this server?
Provides reference to the project's GitHub repository, enabling users to find the source code and contribute to development.
Project Explorer MCP Server
MausRundung362
A
security
A
license
A
quality
Provides tools for analyzing project structures, searching through codebases, managing dependencies, and performing file operations with advanced filtering capabilities.
Last updated -
6
375
1
TypeScript
MIT License
Why this server?
Enables installation of the MCP server directly from a GitHub repository.
Weibo MCP Server
qinyuanpei
A
security
A
license
A
quality
A Model Context Protocol server for scraping Weibo user information, feeds, and search functionality. It helps retrieve detailed user profiles, timeline content, and perform user searches on Weibo.
Last updated -
3
13
Python
MIT License
Why this server?
Hosts the server repository for cloning and contributing through GitHub's platform.
Scryfall MCP Server
bmurdock
A
security
A
license
A
quality
A comprehensive Model Context Protocol server that integrates with the Scryfall API to provide Magic: The Gathering card data to AI assistants like Claude.
Last updated -
14
TypeScript
MIT License
Why this server?
Allows installation and deployment of the MCP server directly from GitHub repository, making it accessible to any MCP-compatible client.
Mevzuat MCP
saidsurucu
A
security
A
license
A
quality
A FastMCP server providing access to the Turkish Ministry of Justice's Legislative Information System, allowing LLM applications to search legislation, retrieve article lists, and get article contents in Markdown format.
Last updated -
3
70
Python
MIT License
Why this server?
Enables searching GitHub repositories, code, and issues
Open Search MCP
flyanima
A
security
A
license
A
quality
A comprehensive Model Context Protocol server providing 33 specialized research and search tools for Claude Desktop, enabling powerful search capabilities across academic, technical, and general domains.
Last updated -
40
1
TypeScript
MIT License
Why this server?
Repository management integration, allowing code analysis for GitHub-hosted projects
lsp-mcp
flothjl
A
security
A
license
A
quality
A multi-language code analysis server that helps LLMs or humans automatically lint, type-check, and improve code with minimal installation friction, currently supporting Python with plans for other languages.
Last updated -
1
2
Python
MIT License
Why this server?
Enables GitHub-based collaboration through pull requests, issue tracking for troubleshooting, and repository-based contribution workflow.
Freepik FastMCP Toolkitofficial
freepik-company
A
security
F
license
A
quality
A Model Context Protocol (MCP) server that connects AI assistants directly with Freepik's APIs, allowing users to search, generate, and manage visual content without leaving their AI workflow.
Last updated -
9
10
Why this server?
Offers integration with GitHub Container Registry for pulling pre-built Docker images of the SEQ MCP server.
SEQ MCP Server
RoeeJ
A
security
A
license
A
quality
Enables LLMs to query and analyze logs from SEQ structured logging server with capabilities for searching events, retrieving event details, analyzing log patterns, and accessing saved searches.
Last updated -
5
JavaScript
MIT License
Why this server?
Integrates with GitHub for CI/CD pipeline execution, issue tracking, and repository management for the PDF reader MCP server.
PDF Reader MCP Server
sylphxltd
A
security
A
license
A
quality
Empowers AI agents to securely read and extract information (text, metadata, page count) from PDF files within project contexts using a flexible MCP tool.
Last updated -
1
418
178
TypeScript
MIT License
Why this server?
Hosts the MCP server repository that can be installed via npx.
Minecraft MCP Server
zeeweebee
A
security
A
license
A
quality
A Minecraft bot that allows Claude and other LLMs to control a Minecraft character through the Model Context Protocol, enabling AI to perform various in-game actions like movement, building, and interacting with the world.
Last updated -
16
JavaScript
Apache 2.0
Why this server?
Allows contributions to the Dart MCP server through GitHub's pull request system, with source code hosted on GitHub.
Dart MCP Server
its-dart
A
security
A
license
A
quality
An official AI Model Context Protocol server that enables AI assistants to interact with Dart project management by creating/managing tasks and documents through prompts and tools.
Last updated -
15
840
105
TypeScript
MIT License
Why this server?
Enables access to OpenXAI repositories and provides contribution workflows through GitHub
OpenXAI MCP Server
Cappybara12
A
security
A
license
A
quality
Provides tools for evaluating and benchmarking AI explanation methods through a standard interface that can be used with AI assistants and MCP-compatible applications.
Last updated -
11
JavaScript
MIT License
Why this server?
Provides access to MCP servers listed in the Model Context Protocol GitHub repository, allowing AI assistants to discover available services
MCP Advisor
istarwyh
A
security
A
license
A
quality
A discovery and recommendation service that helps AI assistants find Model Context Protocol servers based on natural language queries.
Last updated -
445
53
TypeScript
MIT License
Why this server?
Allows installation of the proxy via GitHub repository and displays GitHub license information through a badge.
MCP Proxy Server
sparfenyuk
A
security
A
license
A
quality
Enables interaction with remote MCP servers using SSE transport instead of STDIO for enhanced communication capabilities.
Last updated -
1
1,373
Python
MIT License
Why this server?
Integrates with GitHub for issue tracking and contributions, with references to the GitHub Issues page for bug reports and feature requests.
mcp-pandoc
vivekVells
A
security
A
license
A
quality
MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
Last updated -
1
330
Python
MIT License
Why this server?
Allows cloning of repositories as part of the installation process, with specific instructions for repository management in the setup documentation.
PostgreSQL API SSH MCP Server
iMAGRAY
A
security
A
license
A
quality
A universal MCP server that enables AI agents to securely manage PostgreSQL databases, make API requests, and execute SSH commands with features for database analysis, schema editing, and data operations.
Last updated -
3
JavaScript
MIT License
Why this server?
Provides integration for issue tracking and contributions through GitHub's platform
MCP Nautobot Server
aiopnet
A
security
A
license
A
quality
A Model Context Protocol server that integrates with Nautobot to provide network automation and infrastructure data to AI assistants like Claude, allowing them to query and interact with network Source of Truth systems.
Last updated -
5
1
Python
MIT License
Why this server?
Allows creating Netlify sites from GitHub repositories by specifying repository details, branch to deploy from, and build configuration.
Netlify MCP Server
MCERQUA
A
security
A
license
A
quality
A Model Context Protocol server that allows management of Netlify sites, enabling users to create, list, get information about, and delete Netlify sites directly from an MCP-enabled environment.
Last updated -
4
2
JavaScript
MIT License
Why this server?
Provides source code repository access for cloning the COS MCP server project.
Tencent Cloud COS MCP Serverofficial
Tencent
A
security
F
license
A
quality
A server based on MCP protocol that allows large language models to directly access Tencent Cloud Object Storage (COS) and Cloud Infinite (CI) services without coding, enabling file storage, retrieval, and processing operations.
Last updated -
16
162
12
TypeScript
Why this server?
Mentioned in the stderr output, suggesting the MCP server provides GitHub integration capabilities, though specific functionality is not detailed in the README.
Gemini MCP Server
InfolabAI
A
security
A
license
A
quality
A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Gemini's large context window for analyzing large files while saving Claude Code tokens.
Last updated -
1
18
Python
MIT License
Why this server?
Hosts the project repository with links to related projects and installation instructions for cloning from GitHub.
Obsidian MCP
newtype-01
A
security
A
license
A
quality
This project implements a Model Context Protocol (MCP) server for connecting AI models with Obsidian knowledge bases. Through this server, AI models can directly access and manipulate Obsidian notes, including reading, creating, updating, and deleting notes, as well as managing folder structures.
Last updated -
11
72
132
JavaScript
MIT License
Why this server?
Includes GitHub integration for repository management, displaying project analytics via Repobeats, and hosting project assets.
VMware Fusion MCP Server
yeahdongcn
A
security
A
license
A
quality
A Model Context Protocol server that allows managing VMware Fusion virtual machines through natural language, enabling users to list VMs, retrieve VM information, and perform power operations via the Fusion REST API.
Last updated -
4
3
Python
MIT License
Why this server?
Referenced as the project repository platform, but not described as a service the MCP server integrates with.
12306-mcp
Joooook
A
security
A
license
A
quality
The server provides a simple API interface that allows users to search for 12306 tickets.
Last updated -
4
1,148
389
JavaScript
MIT License
Why this server?
Provides integration with GitHub for issue tracking and project management
VibeCoding System
Zenobia000
A
security
A
license
A
quality
An AI-guided conversation-driven development framework that helps build MVPs and POCs rapidly through intelligent dialogue with specialized MCP services.
Last updated -
12
16
JavaScript
MIT License
Why this server?
Supports accessing and contributing to the MCP server's codebase through GitHub repository integration.
Vendure MCP Serverofficial
vendure-ecommerce
A
security
F
license
A
quality
A standalone server that enables programmatic interaction with Vendure CLI commands, allowing external MCP clients to automate and integrate with Vendure e-commerce projects through command execution and project analysis.
Last updated -
7
56
8
TypeScript
Why this server?
Hosts the package in GitHub Registry, requiring a Personal Access Token (PAT) for installation and access to the MCP server package.
Slack MCP Server
ubie-oss
A
security
A
license
A
quality
A server implementing Model Context Protocol that enables AI assistants to interact with Slack API through a standardized interface, providing tools for messaging, channel management, user information retrieval, and more.
Last updated -
9
53
JavaScript
Apache 2.0
Why this server?
Used for repository hosting, issue tracking, and collaboration via pull requests.
Hacker News MCP Server
GeorgeNance
A
security
A
license
A
quality
An MCP server that enables AI assistants to access real-time Hacker News data including top stories, story details, comments, and search functionality.
Last updated -
1
332
1
JavaScript
MIT License
Why this server?
Enables AI agents to work with GitHub repositories through MCP client configuration, supporting task management for GitHub-based workflows.
MCPlanManager
donway19
A
security
A
license
A
quality
An AI agent task management system that provides structure and visualization for long-term task planning with support for the Model Context Protocol (MCP) standard.
Last updated -
15
1
Python
MIT License
Why this server?
Hosts the Adobe Premiere Pro MCP repository for downloading and contributing to the project
MCP Adobe Premiere Pro
hetpatel-11
A
security
A
license
A
quality
An AI-powered automation bridge for Adobe Premiere Pro that enables controlling video edits with natural language and automating workflows through Claude or other AI agents.
Last updated -
37
3
TypeScript
MIT License
Why this server?
Provides repository status tracking through badges for GitHub projects, displaying information like stars count
Teams MCP
floriscornel
A
security
A
license
A
quality
A Model Context Protocol server that provides AI assistants with access to Microsoft Teams, enabling interaction with teams, channels, chats, and organizational data through Microsoft Graph APIs.
Last updated -
19
378
7
TypeScript
MIT License
Why this server?
Hosts the repository for the Premiere Pro MCP Server, allowing users to clone and install the project
Premiere Pro MCP Server
jordanl61
A
security
A
license
A
quality
An unofficial MCP-compatible server that enables advanced automation, querying, and remote control of Adobe Premiere Pro projects for power users, workflow automation, and AI integration.
Last updated -
15
2
JavaScript
MIT License
Why this server?
Integrates with GitHub for issue reporting and accessing the metadata repository (data-gov-my/datagovmy-meta) containing dataset documentation and structure.
Data.gov.my MCP Server
manfye
A
security
A
license
A
quality
Provides seamless access to Malaysia's official government data catalogue, enabling developers to discover, explore, and fetch datasets from the Malaysian government's open data platform through a simple, unified interface.
Last updated -
4
7
5
JavaScript
ISC License
Why this server?
Enables loading and working with documents from GitHub repositories, supporting document analysis and navigation through GitHub-hosted content.
DocNav-MCP
shenyimings
A
security
A
license
A
quality
DocNav is a Model Context Protocol (MCP) server which empowers LLM Agents to read, analyze, and manage lengthy documents intelligently, mimicking human-like comprehension and navigation capabilities. Available Tools - load_document: Load a document for navigation and analysis - Args: `fi
Last updated -
8
2
Python
Apache 2.0
Why this server?
Hosts the source code repository for the Neo N3 MCP server, enabling version control and collaboration on the codebase.
Neo N3 MCP Server
r3e-network
A
security
A
license
A
quality
An MCP server that provides seamless integration with the Neo N3 blockchain, allowing Claude to interact with blockchain data, manage wallets, transfer assets, and invoke smart contracts.
Last updated -
6
7
4
MIT License
Why this server?
Enables interaction with GitHub repositories, including creating pull requests and checking CI status for PRs.
MeshSeeks
twalichiewicz
A
security
A
license
A
quality
Multi-Agent Mesh Network MCP server that spawns specialized AI agents working in parallel to solve complex coding problems, providing 3.64x faster performance through distributed intelligence.
Last updated -
3
6
1
JavaScript
MIT License
Why this server?
Supports automated release workflows and versioning through GitHub integration, with features for creating GitHub releases based on commit triggers or manual dispatch.
LicenseSpring MCP Server
stier1ba
A
security
A
license
A
quality
An MCP server implementation that integrates with LicenseSpring APIs, providing comprehensive license management and customer operations capabilities.
Last updated -
18
313
2
JavaScript
MIT License
Why this server?
Includes GitHub Actions for testing the MCP server, indicated by the test workflow badge
StreamerSongList MCP Server
vuvuvu
A
security
A
license
A
quality
A Model Context Protocol server that enables AI assistants like Claude to manage song requests, monitor queues, and interact with streaming platforms' song request systems.
Last updated -
11
25
1
JavaScript
MIT License
Why this server?
Enables generating website screenshots of GitHub pages through the Orshot API
Orshot
rishimohan
A
security
A
license
A
quality
Orshot's MCP Server lets you dynamically generate images from your templates from your prompts in Claude, Cursor or any app that supports MCP Servers. You can use the pre-designed templates and also AI Generate or design your own templates in Orshot, and then generate images from those templates
Last updated -
7
JavaScript
MIT License
Why this server?
Leverages data from GitHub repositories to provide financial analysis tools, with the finance-tools-mcp being derived from the investor-agent GitHub project.
Finance Tools MCP
VoxLink-org
A
security
A
license
A
quality
An MCP server that provides comprehensive financial insights and analysis by leveraging real-time market data, news, and advanced analytics for stocks, options, financial statements, and economic indicators.
Last updated -
17
40
Python
MIT License
Why this server?
Supports project management through GitHub Issues and GitHub Discussions for tracking problems and facilitating community discussions.
ArXiv Paper MCP
yzfly
A
security
A
license
A
quality
Provides paper search, PDF link retrieval, and content parsing for arXiv research papers, enabling seamless access to scientific literature through the Model Context Protocol.
Last updated -
4
36
2
JavaScript
MIT License
Why this server?
Integrates with GitHub for repository management, as the MCP server itself is hosted on GitHub and references GitHub resources.
IDA Pro MCP
mrexodia
A
security
A
license
A
quality
MCP Server for automated reverse engineering with IDA Pro.
Last updated -
22
2,743
Python
MIT License
Why this server?
Allows installation directly from GitHub repository and provides issue reporting, feature requests, and bug reporting through GitHub's platform.
MCP ASCII Charts
gianlucamazza
A
security
A
license
A
quality
A Model Context Protocol server that generates lightweight ASCII charts directly in terminal environments, supporting line charts, bar charts, scatter plots, histograms, and sparklines without GUI dependencies.
Last updated -
5
4
TypeScript
MIT License
Why this server?
Allows development and contributions through GitHub, with the repository available at github.com/shuminghuang/pdf2md-mcp.
PDF2MD MCP Server
gavinHuang
A
security
A
license
A
quality
An MCP server that converts PDF files to Markdown format using AI sampling capabilities, supporting both local files and URLs with incremental conversion features.
Last updated -
1
1
Python
MIT License
Why this server?
Provides installation options directly from GitHub repository for the Devici MCP server
Devici MCP Server
geoffwhittington
A
security
A
license
A
quality
Provides LLM tools to interact with the Devici API, enabling management of threat modeling resources including users, collections, threat models, components, threats, mitigations, and teams.
Last updated -
25
3
Python
MIT License
Why this server?
Supports GitHub OAuth for authentication with NextAuth.js as mentioned in the implementation example.
@bldbl/mcp
chunkydotdev
A
security
A
license
A
quality
This package enables AI assistants (Claude, GPT, etc.) to work directly with Buildable projects using the Model Context Protocol (MCP). AI assistants can get project context, manage tasks and track progress (for projects created at https://bldbl.dev).
Last updated -
7
21
1
TypeScript
MIT License
Why this server?
Allows making requests to GitHub's API for accessing user data and repositories, with support for authentication via tokens stored as secrets.
HAL (HTTP API Layer)
DeanWard
A
security
A
license
A
quality
HAL (HTTP API Layer) is a Model Context Protocol (MCP) server that provides HTTP API capabilities to Large Language Models.
Last updated -
8
362
30
JavaScript
MIT License
Why this server?
Allows AI agents to work with GitHub repositories through Git integration
Serena MCP Server
lin2000wl
A
security
A
license
A
quality
A coding agent toolkit that transforms LLMs into coding assistants capable of working directly on your codebase with semantic code retrieval and editing tools, providing IDE-like capabilities without requiring API subscriptions.
Last updated -
33
Python
MIT License
Why this server?
Provides access to the Kokoro ONNX weights repository for downloading necessary model files.
Kokoro Text to Speech MCP Server
mberg
A
security
A
license
A
quality
A server that generates MP3 audio files from text using Kokoro TTS technology with optional S3 upload capabilities.
Last updated -
1
48
Python
Apache 2.0
Why this server?
Enables deploying the MCP server from a forked repository through Smithery integration.
Pluggedin Random Number Generator
VeriTeknik
A
security
A
license
A
quality
Teaching LLMs that Math.random() is so last century
Last updated -
7
98
1
JavaScript
MIT License
Why this server?
Hosts the repository for the wallet generator MCP, allowing users to clone the codebase from GitHub to set up the service.
wallet-generator-mcp
kukapay
A
security
A
license
A
quality
An MCP server for batch-generating wallets compatible with Ethereum and all EVM-compatible chains.
Last updated -
1
1
JavaScript
MIT License
Why this server?
Hosted on GitHub, allowing users to clone the repository for installation and potentially contribute to the project.
Vidu MCP Server
el-el-san
A
security
A
license
A
quality
A server that enables generating videos from static images using Vidu's AI models, with features for image-to-video conversion, task monitoring, and image uploading.
Last updated -
3
2
TypeScript
MIT License
Why this server?
Hosts the Kaltura MCP server repository and provides the container registry for the pre-built Docker images.
Kaltura MCP Server
zoharbabin
A
security
A
license
A
quality
An implementation of the Model Context Protocol that provides AI models with standardized access to Kaltura's media management capabilities including uploading, retrieving metadata, searching, and managing categories and permissions.
Last updated -
10
3
Python
MIT License
Why this server?
Integrates with GitHub repositories, specifically for the stackzero-labs/ui and stackzero-labs/mcp projects.
stackzero-labs/mcp
stackzero-labs
A
security
A
license
A
quality
A model context protocol server that enables applications to use stackzero-labs/ui components through the MCP protocol, supporting both standalone operation and integration with Claude Desktop and Cursor.
Last updated -
10
345
5
JavaScript
MIT License
Why this server?
Enables integration with GitHub for creating issues, finding pull requests, and identifying contributors, allowing combined workflows such as creating GitHub issues and scheduling follow-up meetings.
Outlook Meetings Scheduler MCP Server
anoopt
A
security
A
license
A
quality
Allows scheduling meetings in Microsoft Outlook using Microsoft Graph API, with features for creating calendar events and adding attendees by finding their email addresses.
Last updated -
8
534
7
TypeScript
ISC License
Why this server?
Provides GitHub Projects functionality through the MCP interface, allowing management of projects, issues, milestones, sprints, and custom fields using GitHub's GraphQL API
mcp-github-project-manager
kunwarVivek
A
security
A
license
A
quality
Provides comprehensive tools for managing GitHub projects, milestones, tasks, and sprints. This server integrates deeply with GitHub Projects V2, offering features like automated kanban workflows, sprint planning, and custom field management.
Last updated -
46
11
51
TypeScript
MIT License
Why this server?
Provides access to report repository and allows users to contribute report sources through issues
Insights Knowledge Base MCP Server
v587d
A
security
A
license
A
quality
A free, plug-and-play knowledge base server that provides access to 10,000+ insight reports with secure local data storage.
Last updated -
2
3
Python
MIT License
Why this server?
Provides a way to run the Sensei MCP directly from GitHub using npx, allowing developers to access specialized tools for Dojo and Cairo development without local installation.
Sensei MCP
dojoengine
A
security
A
license
A
quality
A Model Context Protocol server that provides expert guidance for Dojo and Cairo development on Starknet, offering specialized knowledge and assistance for building onchain worlds using the Dojo Entity Component System framework.
Last updated -
7
4
12
TypeScript
MIT License
Why this server?
Provides repository statistics and metrics for NPM packages hosted on GitHub
NPM Sentinel MCP
Nekzus
A
security
A
license
A
quality
A Model Context Protocol server that enables AI-powered analysis of NPM packages through multiple tools for security vulnerability scanning, dependency analysis, package comparison, and quality assessment.
Last updated -
19
400
4
TypeScript
MIT License
Why this server?
Provides integration with GitHub workflows for continuous integration and deployment of the MCP server
NPM Sentinel MCP
Nekzus
A
security
A
license
A
quality
A Model Context Protocol server providing utility tools for development and testing, offering functionalities like personalized greetings, random card drawing, and datetime formatting with an extensible architecture.
Last updated -
19
400
4
TypeScript
MIT License
Why this server?
Retrieves documentation and information from the Peacock extension's GitHub repository
peacock-mcp
johnpapa
A
security
A
license
A
quality
MCP Server for the Peacock extension for VS Code (https://peacockcode.dev), coloring your world, one Code editor at a time. The main goal of the project is to show how an MCP server can be used to interact with APIs.
Last updated -
1
18
1
TypeScript
MIT License
Why this server?
Hosts the project repository for access and contributions to the Ensembl MCP Server
Ensembl MCP Server
Augmented-Nature
A
security
A
license
A
quality
A comprehensive Model Context Protocol (MCP) server that provides access to the Ensembl REST API for genomic data, comparative genomics, and biological annotations.
Last updated -
19
1
JavaScript
MIT License
Why this server?
Used for version control, contribution, and distribution of the Gene Ontology MCP server codebase.
GeneOntology MCP Server
Augmented-Nature
A
security
A
license
A
quality
A comprehensive Model Context Protocol server for accessing Gene Ontology (GO) data, enabling AI systems to perform ontology-based analysis, gene annotation research, and functional enrichment studies.
Last updated -
4
1
2
JavaScript
MIT License
Why this server?
Provides repository hosting for the Shodan MCP Server code and issue tracking
Shodan MCP Server
Cyreslab-AI
A
security
A
license
A
quality
Provides access to Shodan API functionality, enabling AI assistants to query information about internet-connected devices for cybersecurity research and threat intelligence.
Last updated -
23
25
JavaScript
MIT License
Why this server?
Shows integration with GitHub for storing and displaying image assets, as demonstrated by the example screenshot in the README
Webpage Screenshot MCP Server
ananddtyagi
A
security
A
license
A
quality
Captures screenshots of web pages using Puppeteer, allowing AI agents to visually verify web applications and see their progress when generating web apps.
Last updated -
5
25
JavaScript
MIT License
Why this server?
Provides tools for managing GitHub issues in a Kanban board format, including listing, creating, and updating issues, applying labels, assigning users, and adding comments to tasks. Enables efficient task management and project visualization through GitHub's issue tracking system.
GitHub Kanban MCP Server
Sunwood-ai-labs
A
security
A
license
A
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 -
4
349
5
TypeScript
MIT License
Why this server?
Provides tools for contributing to the TWStockMCPServer project through GitHub Issues, Discussions, and Pull Requests for bug reporting and feature suggestions.
TWSE MCP Server
twjackysu
A
security
A
license
A
quality
台灣證交所MCPServer
Last updated -
19
2
Python
MIT License
Why this server?
Provides access to the server through GitHub Container Registry for easy deployment
Symbolic Algebra MCP Server
sdiehl
A
security
A
license
A
quality
A Model Context Protocol server that enables LLMs to autonomously perform symbolic mathematics and computer algebra through SymPy's functionality for manipulating mathematical expressions and equations.
Last updated -
31
34
Python
Apache 2.0
Why this server?
Includes functionality for forking and customizing the repository on GitHub, with workflow configurations for automatic publishing to npm.
OpenAPI to MCP Server
TykTechnologies
A
security
A
license
A
quality
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.
Last updated -
3
17
21
TypeScript
MIT License
Why this server?
Repository hosting for the JVM MCP Server project.
JVM MCP Server
xzq-xu
A
security
A
license
A
quality
A JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics.
Last updated -
15
62
Python
MIT License
Why this server?
Enables installation directly from GitHub repository, providing version control and distribution of the MCP server through git commands.
IP Geolocation MCP Server
briandconnelly
A
security
A
license
A
quality
A Model Context Protocol server that retrieves detailed geographic information about IP addresses using the ipinfo.io API, helping determine user location and network details.
Last updated -
1
26
Python
MIT License
Why this server?
Allows fetching the MCP server code from the GitHub repository
Docs-MCP
herring101
A
security
A
license
A
quality
An MCP server that allows users to efficiently search and reference user-configured documents through document listing, grep searching, semantic searching with OpenAI Embeddings, and full document retrieval.
Last updated -
4
3
Python
MIT License
Why this server?
Allows CI/CD integration through GitHub Actions, as shown by the test workflow badge in the README.
mcp-with-ssh
aakarsh-sasi
A
security
A
license
A
quality
Memory bank with Server as SSH support for central knowledge base
Last updated -
15
38
22
TypeScript
MIT License
Why this server?
Enables cloning the Meta Prompt MCP server repository from GitHub to set up the multi-agent language model system
Meta Prompt MCP Server
tisu19021997
A
security
A
license
A
quality
A server that transforms a standard Language Model into a dynamic multi-agent system where the model simulates both a Conductor (project manager) and Experts (specialized agents) to tackle complex problems through a collaborative workflow.
Last updated -
2
28
Python
Apache 2.0
Why this server?
Hosts the source code repository for the Opentrons MCP server that can be cloned for installation from source.
Opentrons MCP Server
yerbymatey
A
security
A
license
A
quality
A server that provides both comprehensive API documentation and direct robot control capabilities for Opentrons Flex and OT-2 robots, enabling users to manage protocols, control runs, and monitor robot health through natural language.
Last updated -
14
349
3
JavaScript
MIT License
Why this server?
Hosts the repository and provides licensing information
Opik MCP Server
comet-ml
A
security
A
license
A
quality
An implementation of the Model Context Protocol for the Opik platform that provides a unified interface for accessing Opik's capabilities, supporting multiple transport mechanisms for flexible integration with IDEs and other environments.
Last updated -
19
138
TypeScript
Apache 2.0
Why this server?
Allows chatting with GitHub repositories by downloading or cloning them for search, supporting both public and private repositories, with options for automatic updates
Docs MCP Server
buger
A
security
A
license
A
quality
A flexible Model Context Protocol server that makes documentation or codebases searchable by AI assistants, allowing users to chat with code or docs by simply pointing to a git repository or folder.
Last updated -
1
22
48
JavaScript
MIT License
Why this server?
Integration with GitHub for repository hosting and version control of the Emlog MCP project
Emlog MCP Server
eraincc
A
security
A
license
A
quality
Enables AI assistants to interact with Emlog blog systems through a standardized Model Context Protocol interface, supporting content management operations like creating/updating articles, managing comments, uploading files, and accessing blog resources.
Last updated -
10
5
2
JavaScript
MIT License
Why this server?
Allows to create Railway services from GitHub repositories and is mentioned as a recommended companion MCP server.
railway-mcp
jason-tan-swe
A
security
A
license
A
quality
Let Claude and Cursor manage your Railway infrastructure through natural language. Deploy, configure, and monitor - autonomously and safely.
Last updated -
36
72
48
TypeScript
MIT License
Why this server?
Integrates with GitHub for issue tracking, discussions, and project management related to the Zabbix MCP server development.
zabbix-mcp-server
mpeirone
A
security
A
license
A
quality
🔌 Complete MCP server for Zabbix integration - Connect AI assistants to Zabbix monitoring with 40+ tools for hosts, items, triggers, templates, problems, and more. Features read-only mode and comprehensive API coverage.
Last updated -
40
31
Python
GPL 3.0
Why this server?
Mentioned in the context of repository management, GitHub releases, and as part of the development workflow
AIM-Guard-MCP
AIM-Intelligence
A
security
A
license
A
quality
A Model Context Protocol (MCP) server that provides AI-powered security analysis and safety instruction tools. This server helps protect AI agents by providing security guidelines, content analysis, and cautionary instructions when interacting with various MCPs and external services.
Last updated -
3
2
3
JavaScript
ISC License
Why this server?
Provides tools for managing GitHub repositories, issues, pull requests, and file operations. Enables creating, forking, and cloning repositories, managing issues and PRs, reading and writing files, searching across repositories, and handling user and organization information.
Radicle + GitHub MCP Server
fovi-llc
A
security
A
license
A
quality
A Model Context Protocol server that provides tools for interacting with both Radicle (peer-to-peer code collaboration) and GitHub through a unified interface, enabling repository management, synchronization, and collaboration features across both platforms.
Last updated -
11
Python
Apache 2.0
Why this server?
Enables retrieving AI persona data from GitHub repositories, allowing users to access and use persona configurations stored on GitHub
聚义厅MCP
juyitingmcp
A
security
A
license
A
quality
An AI personality collaboration tool based on Model Context Protocol (MCP) that enables users to summon and collaborate with multiple AI personas for intelligent analysis and problem-solving.
Last updated -
3
17
4
TypeScript
MIT License
Why this server?
Allows access to the source code repository for installation, contribution, and development of the MCP server
Anava MCP Server
AnavaAcap
A
security
A
license
A
quality
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enabling real-time image analysis, event monitoring, and camera management through natural language commands.
Last updated -
4
TypeScript
MIT License
Why this server?
Utilizes GitHub as a data source for Taiwan holiday information through the TaiwanCalendar repository.
Taiwan Holiday MCP Server
lis186
A
security
A
license
A
quality
A Model Context Protocol server that provides accurate Taiwan holiday and makeup workday information, enabling users to query single dates, date ranges, and holiday statistics through natural language.
Last updated -
3
7
20
TypeScript
MIT License
Why this server?
Provides repository access for cloning the MCP server code from GitHub (kukapay/bsc-multisend-mcp).
bsc-multisend-mcp
kukapay
A
security
A
license
A
quality
An MCP server that enables agents to perform bulk BNB and BEP20 token transfers on BSC.
Last updated -
2
1
JavaScript
MIT License
Why this server?
Provides access to GitHub through the Fulcra API, allowing interaction with GitHub repositories. The MCP server maintains OAuth2 authentication for secure GitHub access without exposing tokens to MCP clients.
Fulcra Context MCP
fulcradynamics
A
security
A
license
A
quality
fulcra-context-mcp
Last updated -
8
1
Python
Apache 2.0
Why this server?
Hosts the OpenWeatherMap MCP server repository for download and installation, and provides issue tracking for support.
OpenWeatherMap MCP Server
robertn702
A
security
A
license
A
quality
A Model Context Protocol server that provides comprehensive weather data and forecasts through the OpenWeatherMap API, enabling AI assistants to access real-time weather information, forecasts, air quality data, and location services.
Last updated -
11
20
JavaScript
MIT License
Why this server?
References GitHub for repository access and license information, with the MCP server code hosted and available at a GitHub repository.
uniswap-pools-mcp
kukapay
A
security
A
license
A
quality
An MCP server for querying Uniswap pools/pairs by token address, delivering clean, structured results for easy integration and analysis.
Last updated -
5
2
Python
MIT License
Why this server?
Provides access to the repository for cloning and development purposes.
WikiJS MCP Server
RicardoCenci
A
security
A
license
A
quality
Enables AI assistants to search and retrieve content from WikiJS knowledge bases, allowing integration with your Wiki through simple search and retrieval tools.
Last updated -
4
26
1
TypeScript
MIT License
Why this server?
Source code repository hosting and issue tracking for the MCP server
Ubersuggest MCP Server
madebyaris
A
security
A
license
A
quality
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor IDE, enabling AI-assisted SEO analysis directly within your development environment.
Last updated -
4
JavaScript
MIT License
Why this server?
Provides installation directly from the GitHub repository, with access to releases, issues, and documentation
Prompts MCP Server
tanker327
A
security
A
license
A
quality
A Model Context Protocol server for managing prompt templates as markdown files with YAML frontmatter, allowing users and LLMs to easily add, retrieve, and manage prompts.
Last updated -
5
13
7
TypeScript
MIT License
Why this server?
Enables connectivity with the Cursor IDE (GitHub's code editor) to provide prompt auditing and AI safety analysis within the coding environment.
Enkrypt AI MCP Serverofficial
enkryptai
A
security
F
license
A
quality
Integrates AI safety analysis, red-teaming, and prompt auditing directly into MCP-compatible clients like Claude Desktop and Cursor IDE, allowing real-time analysis of prompts and detection of jailbreak attempts.
Last updated -
28
2
Python
Why this server?
Uses GitHub's API to access popular repositories, requiring a GitHub token for better API rate limits
Zig MCP Server
openSVM
A
security
A
license
A
quality
Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code generation, and recommendations for best practices.
Last updated -
4
27
JavaScript
MIT License
Why this server?
Allows users to report issues or contribute to the AgentMode project through its GitHub repository
AgentModeofficial
agentmode
A
security
F
license
A
quality
An all-in-one Model Context Protocol (MCP) server that connects your coding AI to numerous databases, data warehouses, data pipelines, and cloud services, streamlining development workflow through seamless integrations.
Last updated -
2
Python
Why this server?
Provides repository access for cloning and installing the MCP server
coles-woolworths
hung-ngm
A
security
A
license
A
quality
Exposes api data
Last updated -
2
5
Python
MIT License
Why this server?
Offers issue reporting, discussions, and documentation access through GitHub repositories.
ACP-MCP-Server
GongRzhe
A
security
A
license
A
quality
A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop.
Last updated -
16
5
Python
MIT License
Why this server?
Integrates with GitHub for issue tracking, documentation hosting via wiki, and community discussions, providing support channels for users of the MCP server.
PubMed MCP Server
chrismannina
A
security
A
license
A
quality
A comprehensive Model Context Protocol server that enables advanced PubMed literature search, citation formatting, and research analysis through natural language interactions.
Last updated -
12
5
Python
MIT License
Why this server?
Allows interaction with GitHub repositories, specifically accessing the Materials Project MCP repository for cloning and development purposes.
Materials Project MCP
fair2wise
A
security
A
license
A
quality
A tool for querying and analyzing materials data from the Materials Project database using natural language prompts, enabling materials scientists to explore properties, structures, and compositions of materials through conversational interfaces.
Last updated -
3
1
Python
BSD 3-Clause
Why this server?
Shows repository information and installation process from GitHub, allowing users to access the source code and installation instructions.
nft-analytics-mcp
kukapay
A
security
A
license
A
quality
An MCP server that delivers NFT collection analytics powered by data from Dune Analytics.
Last updated -
5
1
Python
MIT License
Why this server?
Connects with GitHub for repository access and installation, allowing users to clone the server repository for deployment.
solana-launchpads-mcp
kukapay
A
security
A
license
A
quality
An MCP server that tracks daily activity and graduate metrics across multiple Solana launchpads.
Last updated -
4
1
Python
MIT License

Luno MCP Serverofficial

Blockscout MCP Serverofficial

Panther MCP Serverofficial

302AI BrowserUse MCP Serverofficial

@pulumi/mcp-serverofficial

Alibaba Cloud MCP Serverofficial

FetchSERP MCP Serverofficial

TomTom MCP Serverofficial

mcp-octagonofficial

Chronulus MCP Serverofficial

Graphlit MCP Serverofficial

Recraft AI MCP Serverofficial

MiniMax MCP Serverofficial

Semgrep MCP Serverofficial

Qiniu MCP Serverofficial

DeepWriter MCP Serverofficial

Debugg AI MCPofficial

Norman Finance MCP Serverofficial

Explorium AgentSource MCP Serverofficial

Hologres MCP Serverofficial

JSON Resume MCP Serverofficial

Vectara MCP serverofficial

YingDao RPA MCP Serverofficial

Daipendencyofficial

Sentry MCPofficial

@arizeai/phoenix-mcpofficial

DollhouseMCPofficial

WordPress MCPofficial

Freepik FastMCP Toolkitofficial

Tencent Cloud COS MCP Serverofficial

Vendure MCP Serverofficial