Developer Tools MCP Servers

ai-meta-mcp-server

5

by alxspiker

A dynamic MCP server that allows AI models to create and execute custom tools through a meta-function architecture, ensuring safety with sandboxed environments and human approval. Supports multiple execution environments and persistent tool management.

exif-mcp

5

by stass

The exif-mcp is a Model Context Protocol (MCP) server designed for reading and analyzing image metadata entirely offline. It supports various metadata formats and image types, leveraging the efficient exifr library for fast operation. This tool is ideal for analyzing large image libraries, debugging, and reverse geolocation services.

root-signals-mcp

5

by root-signals

Root Signals MCP Server is a Model Context Protocol server providing tools for AI assistants to evaluate responses based on quality. It supports various evaluations and has compatibility with multiple MCP clients like Cursor.

code-reviewer-mcp

5

by joaomj

The Code Reviewer MCP Server offers automated code review capabilities for GitHub pull requests by leveraging OpenRouter's AI models. It provides detailed feedback on code quality and is designed to integrate seamlessly with GitHub and existing MCP clients.

contextual-mcp-server

5

by ContextualAI

The Contextual MCP Server is designed to act as a bridge between AI interfaces like Cursor IDE or Claude Desktop and a specialized Contextual AI agent. It features query processing, intelligent retrieval, and context-aware responses, ensuring that all interactions are accurate and grounded in the latest documentation.

qrcode-mcp

5

by 1595901624

QRCode_MCP is a Model Context Protocol (MCP) server designed for generating simple QR codes with customizable styles. It is easy to use and supports various QR code configuration options.

ableton-vibe

5

by androidStern

The project is an MCP server integration for Ableton, designed to automate and control music production tasks via programming scripts. It currently supports simple operations with Ableton 11 on macOS and provides debugging tools for development.

mcp-server-llmling

5

by phil65

Mcp-server-llmling is a server for the Machine Chat Protocol that uses a YAML-based system to configure environments for LLM applications. It facilitates standard LLM interactions and extends functionality with resources, tools, and prompts.

dubco-mcp-server-npm

5

by Gitmaxd

The unofficial dubco-mcp-server is designed to interact with the Dub.co API to manage short links using the Model Context Protocol. It integrates with AI assistants to automate the creation, updating, and deletion of URL short links.

mcp-iot-go

5

by sukeesh

MCP for IOT is a Go-based Model Context Protocol server designed for enabling AI interactions with Arduino devices. It bridges AI models like Claude with IoT hardware, allowing seamless hardware automation through serial communication.

task-mcp-server

5

by milkosten

Task API Server is a Model Context Protocol (MCP) server implementation for managing tasks in TypeScript. It provides both command-line and web-based interfaces for comprehensive task management operations. Its features include task listing, creation, updating, deletion, and robust error-handling, supported by extensive testing and quality assurance protocols.

autodocument

5

by PARS-DOE

Autodocument MCP Server is a tool for automatically generating comprehensive documentation, test plans, and code reviews for code repositories using AI via the OpenRouter API. It offers features like smart directory analysis, Git integration, and modular architecture to facilitate extensibility.

mcp-server

5

by yiGmMk

The mcp-server project is focused on teaching users how to write and configure an MCP Server, providing installation and configuration guidance for integration with cloud and AI tools.

Github-PR-MCP-server

5

by gourav221b

The GitHub PR MCP Server is a Model Context Protocol server designed to analyze GitHub Pull Requests and is built using TypeScript. It includes installation instructions and supports contributions, operating under the MIT License.

voicevox-mcp-server

5

by Dosugamea

Voicevox MCP Server is a voice synthesis server compatible with VOICEVOX and available through the Model Context Protocol. It is designed for use in agent mode for voice synthesis, supporting integration with applications like Claude 3.7. The server can be deployed on Windows or Docker environments.

mcp-rust-sdk

5

by mediar-ai

The project showcases a basic implementation of an MCP server in Rust, focusing on learning and debugging purposes. It demonstrates handling of basic commands and uses JSON for communication.

robot-mcp

5

by monteslu

The Robot Control Service is an MCP server designed to manipulate a servo motor via a robot arm, providing functionalities like playing an audio clip. It requires an Arduino or a similar board, a servo motor, and a speaker for operation.

jailbreak-mcp

5

by kranners

Jailbreak-MCP is a server wrapper that enables full utilization of the Model Context Protocol by offering configurable modes to prevent context window overload and enhance tool usage. It specifically caters to users who need to maximize MCP capabilities beyond typical client limitations.

tailpipe-mcp

5

by turbot

Tailpipe MCP Server connects AI assistants to cloud and SaaS logs, enabling natural language queries and analysis of log data. It's designed for AI-driven log exploration, supporting features like security audits, cost analysis, and Kubernetes logging, through integration with Tailpipe databases.

mcp-image-extractor

5

by ifmelate

The MCP Image Extractor is a server that helps AI assistants extract and convert images into base64 format for LLM analysis. It supports extracting images from local files, URLs, and processing base64-encoded images while resizing them for optimization.

amplitude-mcp-server

5

by moonbirdai

The Amplitude MCP Server is a tool designed to integrate Amplitude analytics into Artificial Intelligence workflows. It enables AI assistants to track various analytics events, manage user profiles, and track revenue in Amplitude with ease. This server is particularly useful for enhancing AI capabilities with robust analytics functionality.

system_information_mcp

4

by carterlasalle

The DevEnvInfoServer is a Model Context Protocol (MCP) server designed to provide comprehensive information about a development environment to the Cursor code editor. It supports various categories, including system hardware, installed software, networks, virtualization, and more, enabling Cursor to deliver context-aware assistance.

dify-mcp-server

4

by zhuzhoulin

Dify MCP Server is a TypeScript-based server designed to connect MCP Clients with Dify applications. It dynamically integrates multiple applications via API, enabling a seamless interaction through a unified interface.

ticktick-mcpserver

4

by shidhincr

The TickTick MCP Server is a Model Context Protocol implementation allowing AI to interface with TickTick, managing tasks and projects through the TickTick API. It features task management operations like creation, updating, and deletion, with project management support.

comfyui-mcp-server

4

by Overseer66

ComfyUI MCP Server is designed to integrate ComfyUI with the Model Context Protocol, allowing for enhanced server functionality using built-in and custom workflows. It is a tool for managing and deploying workflows that convert text to images and more, deployed via UV or Docker.

mcp-rollbar-server

4

by hiyorineko

The Rollbar MCP Server allows seamless interaction with Rollbar's error tracking data, providing tools for listing, filtering, and managing errors, deployments, and projects. It supports LLM integrations for enhanced data insights.

label-studio-mcp-server

4

by HumanSignal

This project is a Model Context Protocol server designed to facilitate interactions with Label Studio for managing labeling projects and tasks. It allows for natural language and structured communication through an MCP client, providing features for project and task management and prediction integration.

mcp-dataforseo

4

by Skobyn

The DataForSEO MCP Server is designed to interface with the DataForSEO API, enabling smooth data exchanges via standard I/O. It supports multiple data API types and can be easily integrated into Node.js applications.

workos-mcp

4

by zueai

This project is a lightweight Model Control Protocol server designed to facilitate interaction between agents and the WorkOS API. It is built with create-mcp and hosted on Cloudflare Workers, focusing on easy tool creation and deployment.

tox-testing

4

by that1guy15

The Tox Testing MCP Server is a tool designed to facilitate the execution of Python tests using tox and pytest. It provides a flexible testing environment, supporting a variety of test execution modes and configurations, making it ideal for handling comprehensive Python testing scenarios.

liveblocks-mcp-server

4

by liveblocks

The project is an MCP server facilitating AI integrations with Liveblocks through its REST API. It allows manipulation of rooms, threads, comments, and more, providing both automatic and manual setup options.

fastdomaincheck-mcp-server-python

4

by bingal

FastDomainCheck is a Model Context Protocol server designed to check the availability of single or multiple domain names. It supports features like bulk checking, dual verification with WHOIS and DNS, and internationalized domain support.

image-tools-mcp

4

by kshern

Image Tools MCP is a service that provides functionality to handle image processing tasks such as retrieving image dimensions, compressing images, and converting image formats. It integrates with the TinyPNG API for compression and supports both remote and local image sources.

currents-mcp

4

by currents-dev

Currents MCP Server is designed to help AI agents fix or optimize failing tests in continuous integration by providing them with test result contexts. It offers several tools to facilitate interaction with Currents API, ensuring efficient handling of test data.

mcp-server

4

by sandy-mount

MCP Server is a simple JSON-RPC 2.0 server implementing the Model-Client-Protocol, featuring an echo tool and CORS compliance. It is easy to set up and runs on port 4333 by default.

minds-mcp

4

by mindsdb

The Minds MCP Server enables interaction between LLMs and the Minds SDK through the Model Context Protocol. It provides resource and tool templates for the standardized handling of various Minds API operations.

fastmcp-sonarqube-metrics

4

by ArchAI-Labs

Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly.

mcp-ruby-skeleton

4

by bash0C7

The MCP Ruby Server Skeleton is a framework for building Model Context Protocol (MCP) servers in Ruby. It facilitates the interaction between Large Language Models and various tools, exemplified by a random number generator tool. The server supports the latest MCP protocol and JSON-RPC 2.0 messaging.

MCP-Server-for-MAS-Developments

4

by Fujitsu-AI

The privateGPT MCP Server is designed to interface privateGPT with any application supporting the Model Context Protocol, offering functionalities such as chat management and secure access controls. It is equipped with robust security measures and the ability to manage users, sources, and groups effectively.

mcp-allure

4

by crisschan

MCP-Allure is a server designed to convert Allure test reports into formats optimized for large language models, improving AI's ability to analyze and provide insights. This enhances the efficiency and effectiveness of AI-assisted debugging and test documentation processes.

mcp-server-github-repo

4

by loglmhq

The MCP GitHub Repository Server is designed to allow AI assistants to interact with GitHub repositories by accessing, reading, and listing repository contents. It features URI access, branch-specific support, and requires GitHub authentication via a personal access token.

CodaMcpServer

4

by elberrd

The MCP Server for Coda.io is designed for seamless API integration with Coda, offering tools for managing documents, tables, and data. It's built with Express.js and supports extensive table and row operations, promising future improvements like enhanced error handling and data caching.

Omnispindle

4

by DanEdens

FastMCP Todo Server is a FastMCP-based server designed for handling todo requests, which integrates with MongoDB for task storage and works with the Swarmonomicon todo worker. It is implemented in Python and supports real-time task management and distribution.

figma-to-vue-mcp

4

by Tomas-Jankauskas

The project is a Model Context Protocol server that converts Figma design files into Vue 3 components using Hostinger's design system. It supports responsive layouts and dynamic content by generating TypeScript components with BEM-style CSS. It is designed for developers who use Vue and Figma.

ragflow-mcp

4

by oraichain

The RAGFlow MCP is a simple Model Context Protocol (MCP) server meant to be used temporarily until the official server is released. It offers two installation methods with the second method offering faster installation and better dependency management.

mcp-sage

4

by jalehman

The `mcp-sage` project is an MCP server offering tools for interacting with AI models to perform tasks like code reviews and creating implementation plans. It decides which model to use from OpenAI or Google's offerings based on the context's token size, enhancing development workflows with robust AI-driven insights.

mcp-registry-server

4

by KBB99

The MCP Registry Server allows users to retrieve Model Context Protocol (MCP) servers through semantic search capabilities. It includes tools for performing retrieval operations and is licensed under the MIT License. Installation instructions are provided for use with Claude Desktop.

model-context-protocol-mcp-odoo

4

by yourtechtribe

MCP-Odoo is a Model Context Protocol server for integrating AI agents with Odoo ERP systems. It allows secure and efficient access to partner and accounting information through a standardized interface, enhancing AI's capability to interact with Odoo data.

mcp-sse

4

by enso-labs

MCPServe by @ryaneggz is a simple MCP server that offers Shell Exec capabilities. It allows connection through Ngrok or hosting within a Docker Ubuntu24 container. The project encourages open feedback and has an active roadmap for future features.

mcp-yahoo-finance

4

by leoncuhk

MCP Yahoo Finance is a Model Context Protocol server enabling access to Yahoo Finance data, providing tools for financial analysis and visualizations. It supports integration with various MCP clients for real-time market analytics and reporting.

bitrefill-mcp-server

4

by bitrefill

The Bitrefill MCP Server is a TypeScript-based Model Context Protocol server that integrates Bitrefill services for AI assistants. It enables users to search and manage gift cards, mobile topups, and more, through structured JSON responses. A key feature is its seamless communication using the MCP standard with AI.

defold-mcp

4

by ChadAragorn

Defold-mcp is an open-source MCP server aimed at integrating the Defold game engine with modern development tools and AI workflows, facilitating project management, automation, and real-time analytics. It supports a wide range of Defold project operations and is designed for extensibility and community contributions.

mcp-server-foundry

4

by qwert666

The Foundry MCP Server is a Model Context Protocol server designed to facilitate interactions with Foundry, allowing AI assistants access to datasets, ontology objects, and functions for enhanced data operations.

js-sandbox-mcp-server

4

by garc33

js-sandbox is an MCP server designed to offer a secure execution environment for running JavaScript code. It provides features like isolated execution, configurable limits on execution time and memory, and protection from malicious scripts.

educhain-ai-agent-kit

4

by SailFish-Finance

EDUCHAIN Agent Kit is a Model Context Protocol server designed to facilitate interactions with EDUCHAIN. It provides tools for token management, pool information retrieval, wallet operations, and swap functionalities, along with arbitrage opportunity checks. The project aims to streamline financial operations within the SailFish DEX ecosystem.

mcp-github-server-plus

4

by PhialsBasement

GitHub MCP Server Plus is a server that facilitates interactions with the GitHub API for file management, repository operations, and advanced search capabilities. It includes features like automatic branch creation, comprehensive error handling, and batch operations support.

github-mcp-server-go

4

by metoro-io

This project is a Go-based implementation of the Model Context Protocol Server for GitHub, permitting AI assistants to execute various GitHub API tasks such as repository management and file operations. It supports different authentication methods and provides multiple tools for efficient project handling.

mcp-this

4

by shane-kercheval

Create an MCP server for any command

codecov-mcp

4

by stedwick

Codecov MCP Server is a Model Context Protocol server designed in TypeScript to assess and suggest test coverage in codebases. It provides tools to identify where tests are lacking and suggests new tests based on Codecov reports.

nmap-mcpserver

4

by imjdl

The Nmap MCP Server is an application that provides comprehensive functionalities for network scanning using nmap. It allows users to execute scans, retrieve results, and analyze them using AI prompts. Its features facilitate network security analysis efficiently.