Developer Tools MCP Servers

deepseek-mcp-with-MoE

3

by Sheshiyer

The DeepSeek MCP Server is an implementation providing code generation and completion capabilities through the DeepSeek API. It supports tool chaining, caching for cost optimization, and is written in TypeScript for full type safety.

mcp-appstore

3

by appreply-co

The App Store Scraper MCP Server is designed for app search optimization, providing tools to search, analyze, and extract insights from apps on Google Play and Apple App Stores. It offers functionality for keyword analysis, review sentiment, and more, supporting developers and marketers in app store strategies.

Solana-DeFi-Analytics-MCP-Server

3

by kirtiraj22

Solana DeFi Analytics MCP Server is designed to deliver detailed analytics for Solana wallets focusing on DeFi activities. It features transaction analysis, DeFi position tracking, and risk profiling among other insights. The server supports multiple Solana DeFi protocols and provides strategic recommendations based on wallet activity.

shell-mcp

3

by kevinwatt

The shell-mcp project is a Model Context Protocol (MCP) server that facilitates secure shell command execution for language models. It offers features like command whitelisting, resource monitoring, and compatibility with MCP-compatible language models such as Claude. The server ensures safe execution by controlling resources and limiting output sizes.

sitemap-mcp-server

3

by mugoosse

The Sitemap MCP Server enables the discovery and analysis of website structures by utilizing sitemaps from any given URL. It provides tools and features for parsing, analyzing, and visualizing sitemaps, facilitating the identification of hidden pages and structured hierarchies without manual efforts.

mcp_docs

3

by josiahdahl

McpDocs serves as a documentation tool for Elixir projects, facilitating access to project functions and dependency information via an SSE MCP server. It is designed to work with Large Language Models and offers features like manual recompilation and server port configuration.

Code Runner Mcp

3

by mcpc-tech

Code Runner MCP allows the execution of JavaScript and Python code in a secure sandbox environment with multi-language support and dynamic package imports. The project leverages Deno and Pyodide runtimes to provide safe and flexible code execution for AI applications, online code editors, and automated workflows.

claude-lmstudio-bridge

3

by infinitimeless

Claude-LMStudio Bridge is an MCP server that connects Claude with local LLMs in LM Studio, enabling functionalities like model listing, text generation, and chat completions. It requires setting up Claude Desktop and LM Studio with MCP support and offers both automatic and manual configuration options.

chatdata-mcp-server

3

by xiaozhch5

ChatData MCP Server is a service application built on the Model Control Protocol to boost the capabilities of large language models. It features a robust toolset and prompt system, providing an enhanced interaction framework with language models.

mcp4gql

3

by jorgeraad

mcp4gql is a Node.js/TypeScript server facilitating interaction with GraphQL APIs through the Model Context Protocol. It enables MCP clients to send queries and perform operations on a target GraphQL endpoint. Key features include schema introspection and execution of GraphQL operations.

honeycomb-mcp-server

2

by kajirita2002

The Honeycomb MCP Server is designed to allow Claude AI to integrate with the Honeycomb API, enabling enhanced data observability and management through streamlined operations. It supports dataset management, query execution, and board interactions with a focus on observability and monitoring tasks.

unity-mcp

2

by NoSpoonLab

The Unity MCP Server is a C# implementation that connects Unity Editor with external AI models or cloud services via the Model Context Protocol. It allows for real-time automation and intelligent interactions, offering advanced capabilities for developers using Unity.

guardrails-mcp

2

by turbot

Turbot Guardrails MCP Server integrates AI-driven governance tools with cloud environments, allowing for natural language queries and analysis via AI assistants. It provides tools for resource management, compliance checks, and automation using GraphQL and Nunjucks.

mcp-git-repo-browser

2

by razorback16

MCP Git Repo Browser is a Node.js server that implements the Model Context Protocol to allow browsing of Git repositories. It provides tools to view directory structures and read specific files from repositories seamlessly.

mcp-server-docker

2

by chuckwilliams37

This project sets up a Model Context Protocol (MCP) Server using Docker, integrating Redis and TimescaleDB. Key features include FastAPI, Redis caching, TimescaleDB for time-series data, and Docker Compose for orchestration. It supports easy configuration through environment variables and can be set to auto-restart using a systemd service.

dify-mcp-server

2

by teddylee777

The MCP Server for Dify Workflows provides a simple implementation of invoking Dify workflows using Model Context Protocol tools. It supports automated and manual installation methods.

mcp-figma

2

by sichang824

The Figma MCP Server is a Model Context Protocol-based server that facilitates interaction with the Figma API, enabling integration and development of plugins and widgets. It supports WebSocket communication and offers a variety of tools for advanced operations with Figma files.

uv-docs-mcp

2

by StevenBtw

The UV Documentation MCP Server offers a structured way to access UV documentation via a standardized API, leveraging hierarchical resources and caching for efficient queries. Its modular design includes tools for managing documentation cache and real-time search capabilities.

mcp-server-pagespeed

2

by enemyrr

The @enemyrr/mcp-server-pagespeed is a Model Context Protocol server designed to assess webpage performance using Google PageSpeed Insights. It provides real-time analysis, loading experience metrics, and improvement suggestions for web pages.

mcp-go-debugger

2

by sunfmin

The MCP Go Debugger is a tool for debugging Go programs with Model Context Protocol support. It features breakpoint setting, code stepping, and variable evaluation, integrated with Delve's API. It is designed for seamless use with MCP-compatible clients.

mcp-email-docker

2

by fantasy-lotus

The mcp-email-docker project is an email notification service leveraging the Model Context Protocol, supporting both SSE and Streamable HTTP communication. It can be deployed with Docker and is intended for both practical use and as a learning tool for MCP servers.

release-notes-server

2

by nickbaumann98

Release Notes Server is a Model Context Protocol (MCP) server that simplifies the generation of release notes from GitHub repositories. It categorizes commits, enhances them with pull request data, and presents them in a structured markdown format. The server is designed to be efficient in terms of API usage and allows for smart commit filtering.

figma-mcp-chunked

2

by ArchimedesCrypto

The Figma MCP Server with Chunking is designed to interface with the Figma API, offering efficient handling of large files through chunking and pagination. It features memory management and supports operations such as data retrieval, file listing, and progress tracking.

mcp-d3-server

2

by iamfiscus

The D3 MCP Server is a TypeScript Express-based server designed for providing D3.js visualization documentation, chart recommendations, and code generation. Its standout features include chart type recommendations and D3 code generation through the MCP protocol connection.

github-enterprice-mcp

2

by piyushgIITian

The GitHub Enterprise MCP Server provides advanced GitHub API functionalities for file management, repository operations, and search capabilities. It supports automatic branch creation and comprehensive error handling, making it a robust tool for developers.

GemForge-MCP

2

by PV-Bhat

GemForge-Gemini-Tools-MCP integrates Google's Gemini AI with the MCP ecosystem, enhancing tools like Claude and Roo Code with features such as web access, code analysis, and multi-file processing. It is designed to handle enterprise environments with its robust error handling and intelligent model selection.

mcp-ts-starter

2

by madhukarkumar

This project is a basic Model Context Protocol (MCP) server built in TypeScript, showcasing core functionalities like resource handling and transport support. It includes tools for echoing messages and server debugging, making it useful for testing MCP integrations.

typescript-analyzer-mcp

2

by davidleathers113

The TypeScript Analyzer MCP Server is designed to improve code quality by identifying and fixing `any` types in TypeScript projects. It offers advanced features like batch processing, type inference, and dynamic configuration updates.

mcp-find-similar-github-issues

2

by Jake-Mok-Nelson

GitHub Support Assistant is a Model Context Protocol (MCP) server designed to help support engineers quickly find similar issues in GitHub repositories. It uses Jaccard similarity coefficients for text comparison and returns results with formatted issue details and links.

code2flow-mcp-server

2

by kursk-ye

Code2Flow MCP Server is a project that transforms the code2flow command-line tool into an MCP server, facilitating AI applications to generate call graphs of code. It supports multiple languages and provides version and complexity analysis features.

mcp-crontab-server

2

by jasona7

MCP Crontab Explorer is a tool for managing and checking crontab entries via a terminal-based UI. It offers log viewing and search functionality, utilizes a client-server architecture, and complies with the Model Context Protocol.

groundlight-mcp-server

2

by groundlight

The project is a Model Context Protocol server designed to interact with Groundlight, offering tools to analyze images through detectors based on natural-language queries. It provides functionalities for detector management, image query submission, and alert system for actions on specific conditions. The server aims to continuously improve its capabilities.

mcp-dev-server

2

by dillip285

The MCP Development Server is a platform designed to assist with managing software development projects by providing context awareness and facilitating code execution in Docker environments. It integrates tools for project management, initialization, and analysis.

shopify-py-mcp

2

by kishimoto-banana

The Shopify Python MCP Server facilitates integration with the Shopify API, allowing product management directly from the Claude Desktop application. With tools for product listing, detail retrieval, creation, updating, and deletion, it simplifies product operations on Shopify stores.

api-wrapper-mcp

2

by gomcpgo

The API Wrapper MCP Server is a tool designed to easily convert REST APIs into MCP-compatible tools using a simple YAML configuration. It supports both GET and POST requests with features like parameter validation, environment variable authentication, and customizable timeouts.

mcp-revisor-server

2

by mikhael-abdallah

Azure Revisor MCP Server is a project that allows users to review code with a focus on standards, quality, and practices. It is built with TypeScript and operates as a Model Context Protocol server for integration with tools like Cursor IDE.

mcp-python-executor

2

by bsmi021

The MCP Python Executor is a server designed for executing Python code safely while managing packages. It includes features like resource monitoring and structured logging to enhance development efficiency.

multiagents-thinking

2

by Hajime-Y

This project is a Multi-Component Protocol server aimed at solving complex tasks through parallel consideration and execution by multiple specialized agents. It employs diverse problem-solving strategies and integrates various approaches to provide deep and multifaceted analysis using HuggingFace's smolagents library and FastMCP.

mcp-business-central-server

2

by Sofias-ai

The Business Central MCP Server facilitates seamless integration with Microsoft Dynamics 365 Business Central, offering a lightweight and efficient solution to interact with business entities. It emphasizes simplicity in setup and use, primarily through optimized HTTP request management.

windsurf-supabase-mcp

2

by hertzfelt

The Windsurf Supabase MCP Server is designed to improve Supabase integration by enhancing error handling, response formatting, and SQL to REST conversion, specifically for use with the Windsurf Editor.

Instantly-MCP

2

by bcharleson

The Instantly MCP Server allows the integration of Instantly.ai's email automation features into AI assistants using Model Context Protocol. It simplifies the management of email campaigns, contacts, and analytics, which is beneficial for sales and marketing teams.

kroki-mcp

2

by utain

Kroki-MCP is a tool that converts textual diagram descriptions into images via a Kroki backend. It is designed to work both as a standalone command-line tool and an MCP server, offering extensibility and multiple output formats.

mantis-mcp-server

2

by kfnzero

Mantis MCP Server is designed to integrate with the Mantis Bug Tracker, allowing users to manage issues, users, and projects via the Model Context Protocol. It offers features like data querying, statistical analysis, and performance optimization.

mcp-calc-tools

2

by nbiish

MCP Calc Tools is designed to serve as a Model Context Protocol server offering mathematical and financial tools for AI code assistants. It enhances AI functionality by providing complex calculation capabilities through a standardized interface.

bitbucket-server-mcp

2

by ManiKsi

Bitbucket Server MCP is a professional server solution for automating and managing Bitbucket Server repositories using the Model Context Protocol. It facilitates code review and repository operations, making it ideal for enterprise environments.

github-actions-mcp

2

by devopsier

The GitHub Actions MCP Server project is designed to manage and automate GitHub Actions workflows and resources through a Model Context Protocol server. It is equipped with features for resource management, tool execution, and prompt generation, aimed at enhancing workflow automation capabilities.

npm-sentinel-mcp

2

by Nekzus

NPM Sentinel MCP is a Model Context Protocol server enhancing NPM package analysis using AI for heightened security and performance analytics. It supports comprehensive features such as dependency mapping, package quality metrics, and real-time comparisons.

persona-4-golden-mcp-real-time-hacking

2

by Rayato159

The project is a Rust-based tool designed to modify the in-game currency of Persona 4 Golden on Windows. It works by reading and writing memory values in real-time, providing a straightforward way to adjust the player's money.

DotNetMetadataMcpServer

2

by V0v1kkk

The .NET Types Explorer MCP Server is geared towards facilitating AI coding agents in understanding and navigating .NET projects. It offers features like assembly and namespace exploration and supports detailed type information retrieval and NuGet package analysis, making it essential for AI-driven code generation in .NET environments.

OpenFoodFacts-MCP

2

by JagjeevanAK

This project implements an MCP server for the Open Food Facts project, using the Model Context Protocol to enhance AI capabilities in product analysis and developer productivity. It offers different modes for standard users and developers, providing tools for food product insights and development tasks.

hh-jira-mcp-server

2

by alexeydubinin

The hh-jira-mcp-server is an MCP server project aimed at facilitating interaction with JIRA for development teams. It includes comprehensive instructions for setup, configuration, and deployment, as well as debugging tools to improve server management.

svm-mcp

2

by rkmonarch

SVM-MCP is a Model Context Protocol server that integrates Claude AI with the SOON blockchain ecosystem, providing functionalities for querying wallet balances, recent transactions, and token holdings. It enhances blockchain interactions by utilizing Solana-compatible endpoints.

artemis-mcp-server

2

by zsdlove

Artemis MCP Server is designed to work with the Artemis SAST tool, allowing its users to configure system properties and server settings effectively. It helps in scanning and compiling operations for optimized performance.

SpaceBridge-MCP

2

by spacecode-ai

SpaceBridge-MCP is a server designed for seamless integration of AI tools with the SpaceBridge platform, improving issue management in software development environments. It offers tools to automate and manage issues across multiple platforms, reducing context switching and enhancing AI capabilities.

clarifai-mcp-server-local

2

by tot-ra

The project is an unofficial Model Context Protocol server that connects to the Clarifai API, providing local machine facilitation of tasks like image generation using standard MCP requests. It offers a range of features for handling input, output, and data interaction with Clarifai models.

mcp_server

2

by yisu201506

This GitHub project is a Flask-based implementation of Model Context Protocol (MCP), designed to enhance the capabilities of Large Language Models (LLMs) by integrating external tools within the model's output. Standout features include the use of sample tools, conversation context management, and flexible text parsing.

gitlab-mcp

2

by Adit-999

The GitLab MCP Server is a Model Context Protocol server designed to interact with the GitLab API. It provides tools for managing repositories, issues, and more, supporting both sync and async operations. The project is aimed at extending GitLab functionalities for AI clients through a structured, domain-driven architecture.

nhl-mcp

2

by dylangroos

The NHL API - Model Context Protocol is a TypeScript-based server providing access to NHL data, utilizing the Model-Context Protocol pattern to offer a structured interface to official NHL APIs. Key features include comprehensive data on teams, players, and games, although there are some data gaps and integration priorities.

read-docs-mcp

2

by ZebraRoy

read-docs-mcp is a Model Context Protocol (MCP) server designed to facilitate AI access to package documentation. It provides tools for exploring and creating documentation using structured modes and configurable patterns.

dust-mcp-server

2

by ma3u

Dust MCP Server is a Model Context Protocol server designed to work with Dust.tt agents. It enables standardized agent interactions through MCP and integrates seamlessly with tools like Claude Desktop, offering robust session management and multi-agent functionalities.