Developer Tools MCP Servers

seatunnel-mcp

17

by ocean-zhc

SeaTunnel MCP Server is designed to interact with SeaTunnel through LLM interfaces, facilitating tasks such as job management and system monitoring. This server provides dynamic connection configurations, built-in logging tools, and REST API interactions to support efficient SeaTunnel operations.

code-merge-mcp

17

by yy1588133

Code Merge MCP is a server designed for extracting, merging, and analyzing code file contents based on the Model Context Protocol (MCP). It enhances the ability of large language models to handle and analyze large codebases efficiently.

calva-backseat-driver

17

by BetterThanTomorrow

Calva Backseat Driver is an AI-powered VS Code extension for Clojure developers, enabling AI assistants to interact with Clojure projects via the REPL. It serves as a Model Context Protocol server, providing tools for code evaluation, debugging, and symbol lookup to transform static AI suggestions into dynamic interactive programming support.

rust-docs-mcp-server

17

by laptou

The Rust Docs MCP Server is an MCP server providing programmatic access to documentation and other information related to Rust crates hosted on docs.rs, aimed at AI integration. Notable features include retrieving documentation, type info, and search capabilities.

markmap-mcp-server

17

by jinzcdev

Markmap MCP Server is a tool that transforms Markdown text into interactive mind maps, supporting various export formats and interactive features. It is designed for easy installation and use via npm or Smithery, providing capabilities like browser previews and Markdown copying.

mcp-ffmpeg

17

by bitscorp-mcp

MCP FFmpeg Video Processor is a Node.js server that uses FFmpeg to perform video manipulation tasks such as resizing videos and extracting audio in various formats. Designed for integration with Claude Desktop, it allows processing videos through natural language requests.

think-mcp

17

by Rai220

Think MCP is an implementation of a Model Context Protocol server that provides a 'think' tool to facilitate structured reasoning in AI workflows. Inspired by Anthropic's research, it aids in tasks like complex reasoning, policy compliance, and sequential decision-making. It is ready for integration with agentic language models.

MCP-Github-Mapper

17

by dazeb

GitHub Mapper is a Model Context Protocol (MCP) server designed to map and analyze GitHub repositories by utilizing a Personal Access Token. It provides detailed insights into repository structure and various summary statistics.

tabby-mcp-server

17

by thuanpham582002

Tabby-MCP-Server is a robust plugin that integrates a Model Context Protocol server for enabling AI-assisted terminal control. It features AI connections, session management, and command execution, enhancing terminal operations through automation.

github-enterprise-mcp

17

by containerelic

The GitHub Enterprise MCP Server provides an MCP interface for seamless integration with GitHub Enterprise APIs, facilitating data retrieval and management of repositories, branches, issues, PRs, and user management. The server offers enhanced error handling and compatibility with various GitHub platforms, streamlining operations in enterprise environments.

swagger-mcp

17

by johnneerdael

Swagger Explorer MCP is a Management Control Plane server designed to facilitate the exploration and analysis of Swagger/OpenAPI specifications via Claude. It features authentication support, custom response formatting, and schema analysis capabilities.

medusa-mcp

17

by SGFGOV

medusa-mcp is a Model Context Protocol server that integrates with the Medusa JavaScript SDK, offering a scalable backend layer for managing data models. It is designed to enable real-time service orchestration and seamless integration of AI tools for enhanced automation and workflow management.

mcp-server-js

17

by yepcode

The YepCode MCP Server is a Model Context Protocol (MCP) server that allows AI platforms to run scripts and use YepCode processes as AI tools. It integrates seamlessly with AI platforms, offers real-time process control, and ensures enterprise-grade security.

mcp-python

17

by hdresearch

The project provides a Python REPL server using the MCP protocol, enabling users to execute Python code with persistent sessions. It features tools to manage session variables and install packages from PyPI without requiring prior setup.

ast-grep-mcp

17

by ast-grep

This project is an experimental implementation of the Model Context Protocol (MCP) using ast-grep to enhance codebase search capabilities. It integrates with Cursor AI for efficient searching.

pica-mcp

17

by picahq

Pica MCP Server is a Model Context Protocol server designed to connect AI applications, like Claude Desktop, with multiple external services through natural language requests. It facilitates secure interactions with over 70 services, enhancing automation, workflow management, and data access while adhering to the Model Context Protocol's standards.

delve-mcp

16

by dwisiswant0

Delve-MCP is a TypeScript-based MCP server for integrating with the Delve debugger, aimed at enhancing Go program debugging capabilities. It supports various debugging features, including session management and backend selection.

mcp-server

16

by portone-io

The PortOne MCP Server is a specialized server for PortOne users, enhancing integration and query resolution by leveraging official documentation with large language models. It requires Python 3.12, the UV package manager, and incorporates tools for development, testing, and updating server documents.

prolog_mcp

16

by snoglobe

Prolog MCP is a tool that enables the execution of Prolog, allowing users to query and search through existing predicates effectively. It supports both automatic and manual installation methods, facilitating integration into Claude Desktop via Smithery.

mcp_server_ros_2

16

by wise-vision

The WiseVision ROS2 MCP Server is a Python server that implements the Model Context Protocol for ROS2. It facilitates operations like listing topics and services, calling services, and managing messages through Docker deployment.

Mcp Server

16

by dodopayments

Dodo Payments Node MCP Server is a Model Context Protocol (MCP) server, facilitating payments and customer operations. It allows dynamic exposure of API endpoints for various financial and customer management tasks.

php-mcp-server

16

by he426100

The PHP MCP Server project is a PHP framework for implementing Model Control Protocol (MCP) servers. It supports service definitions via annotations and offers tools, prompts, and resource processors. Features include compatibility with Swow and Swoole environments, multiple transport methods, and Docker support.

typespec-mcp

16

by microsoft

The TypeSpec MCP Server is a project designed to help users quickly build MCP servers using the TypeSpec framework. It offers tools for building REST APIs and other protocols with ongoing development to introduce more features.

mcp-server-sql-analyzer

16

by j4c0bs

The "mcp-server-sql-analyzer" is a Model Context Protocol server designed for SQL analysis, allowing for validation, linting, and dialect conversion. It is particularly useful for ensuring SQL queries are syntactically valid and optimized for different database systems.

Vibe-Coder-MCP

16

by freshtechbro

Vibe Coder is a Model Context Protocol server that enhances AI assistants by providing tools for software development tasks such as research, planning, and project generation. It supports asynchronous tool execution and integrates easily with AI clients like Cursor or Claude Desktop.

anytype-mcp

16

by Qwinty

The Anytype MCP Server provides an interface for AI assistants and MCP clients to access and manage data in Anytype using the Anytype API. It supports a range of operations including space and object management, aiming to facilitate efficient data interaction and handling.

MCP-llms-txt

16

by SecretiveShell

MCP-llms-txt is an MCP server designed for integrating Awesome-llms-txt into conversations, making it easier to incorporate documentation. It allows automated installation via Smithery and supports testing through mcp-cli.

octomind-mcp

16

by OctoMind-dev

The Octomind MCP Server is designed to facilitate the creation, management, and execution of end-to-end tests. It integrates with the Octomind platform to provide tools and resources that enhance testing capabilities in local development environments.

pulsemcp-server

16

by orliesaurus

PulseMCP Server is a Model Context Protocol server designed to facilitate the discovery and exploration of MCP servers and their integrations using the PulseMCP API. The server offers features such as filtering, pagination, and TypeScript support, along with comprehensive error handling.

dify-workflow-mcp

16

by localSummer

Dify Workflows MCP Server is a TypeScript-based server that transforms Dify applications into MCP tools. It features a type-safe environment, supports configuration through YAML files, and is equipped for streaming workflow responses.

code-index-mcp

16

by johnhuang316

Code Index MCP is a specialized server that facilitates code indexing, searching, and analysis using the Model Context Protocol. It supports multiple programming languages and allows developers to integrate seamlessly with tools like Claude Desktop to access advanced code insights.

mcp-wolframalpha

16

by ricocf

The project provides a Model Context Protocol server to integrate Wolfram Alpha's functionalities into chat applications for enhanced computational queries and real-time interaction. It includes support for multiple clients and a user-friendly interface using Gradio.

aio-mcp

16

by athapong

The AIO-MCP Server implements the Model Context Protocol (MCP) providing integration with various platforms like GitLab, Jira, and Confluence. It offers AI-driven search and operational tools to streamline and enhance development workflows. Notable features include its dual communication modes and comprehensive tool integrations.

atlas-docs-mcp

16

by CartographAI

Atlas Docs MCP Server is a Model Context Protocol server designed to provide AI assistants with library and framework documentation in a clean, structured format. It boasts compatibility with various MCP-compatible LLM clients, facilitating easy installation and integration.

mcp-flux-studio

15

by jmanhype

MCP Flux Studio is a Model Context Protocol server designed to integrate advanced image generation capabilities into AI coding assistants. It supports multiple image generation models, offers image manipulation and control features, and seamlessly integrates with various IDEs.

mcp-twitter-server

15

by crazyrabbitLTC

The Twitter MCP Server is a protocol server designed to facilitate integration with the Twitter API. It offers various tools for tweet operations, user management, and analytics, streamlining interactions with Twitter for developers.

NetContextServer

15

by willibrandon

NetContextServer enhances AI coding assistants with deep understanding of .NET codebases using Model Context Protocol (MCP). It offers features like semantic code search, security, package and test coverage analysis, and VS Code integration to improve productivity and code insights.

mcp-trino-python

15

by alaturqua

The MCP Trino Server integrates with Trino and Iceberg for data exploration, querying, and maintenance. It supports interactive analysis, AI tool building, and advanced SQL query management.

Fusion-MCP-Server

15

by Joelalbon

The project is a Master Control Program server for Autodesk Fusion 360, supporting remote control and automation of its operations. It uses a client-server architecture to allow external applications to send commands and retrieve model data through the Fusion 360 API.

mcp-server-obsidian-omnisearch

15

by anpigon

The MCP Server Obsidian Omnisearch is a FastMCP-based server providing search functionality for Obsidian vaults via a REST API. It enables programmatic searches of Obsidian notes and is easily integrated with FastMCP tools.

302_sandbox_mcp

15

by 302ai

The 302AI Sandbox MCP Server is a Model Context Protocol service featuring a secure code execution environment with a code sandbox. It supports multiple modes and dynamic tool loading, serving as a robust platform for AI development and execution.

mcp-starter

15

by instructa

The MCP Server Starter helps set up a basic server framework to run tools using the Model Context Protocol, integrating with AI solutions like Cursor. It supports various communication protocols and encourages quick setup and deployment.

json2video-mcp-server

15

by omergocmen

This project is an MCP server implementation for generating videos using the json2video API. It supports rich media content and provides tools for video generation and status-checking, designed for seamless integration with LLMs and other tools.

mcp-github-projects

15

by taylor-lindores-reeves

The GitHub Projects MCP Server is designed to help AI agents manage Agile Sprint-based projects utilizing GitHub Projects via the GraphQL API. It offers type-safe interactions through TypeScript, enabling operations like issue management and repository data retrieval.

gemsuite-mcp

15

by PV-Bhat

GemSuite MCP is an open-source server offering advanced integration with the Gemini API through Model Context Protocol (MCP). It provides intelligent model selection, unified file handling, and a suite of tools for search, reasoning, processing, and analysis, all while being production-ready.

mcp-github-notifications

15

by mcollina

The GitHub Notifications MCP Server allows integration with AI assistants to manage GitHub notifications through natural language. It includes features like listing notifications, marking them as read, and managing thread subscriptions, all accessible via commands to enhance productivity.

nuke_mcp

15

by dughogan

Nuke-MCP is a tool that connects The Foundry's Nuke to AI systems using the Model Context Protocol (MCP). It allows AI assistants to interact with Nuke for tasks like node management, rendering, and script information retrieval.

emacs-mcp-server

15

by vivekhaldar

The Emacs MCP Server is a model context protocol server designed for Emacs, which facilitates the generation and execution of elisp code within a running Emacs process. It includes tools for generating and executing Emacs Lisp code.

drone-mcp

15

by 0xKoda

The Tello Drone MCP Server is designed to control DJI Tello drones via the Model Context Protocol. It facilitates real-time control with features like SSE, robust error handling, and support for basic drone commands.

Figma-Context-MCP

15

by tothienbao6a0

Figma MCP Server by Bao To is a comprehensive tool designed to extract and manage design systems from Figma for AI development. It enhances design workflows by automating documentation and offering deep insights into Figma files. This server supports AI integration, making it a robust solution for maintaining design-to-code consistency.

linkedin-mcp-server

15

by Dishant27

LinkedInMCP is a Model Context Protocol server that enhances LinkedIn API interactions, offering advanced data retrieval and integration. It is aimed at improving professional data handling with features like intelligent context management and secure API interactions.

powerplatform-mcp

15

by michsob

The PowerPlatform MCP Server is a tool for accessing PowerPlatform and Dataverse entities and records, providing features like metadata exploration, AI-assisted query building, and comprehensive relationship mapping for advanced data modeling.

mcp-datetime

14

by ZeparHyfar

mcp-datetime is a datetime formatting service implemented as an MCP server, designed specifically for the Claude Desktop Application. It offers support for multiple datetime formats, including Japanese and ISO formats, with features like language support and optimized format generation for filenames.

puzzlebox

14

by cliffhall

Puzzlebox is an MCP server managing finite state machines as dynamic resources, facilitating coordination among multiple agents. It allows clients to create, manage, and subscribe to shared state resources, ensuring coordinated transitions for complex processes like software development.

mcp-server-semgrep

14

by Szowesgad

MCP Server Semgrep integrates static code analysis using Semgrep with AI assistants, enhancing code review and security in development projects. It automates detection of vulnerabilities and improves code quality through an easy-to-use conversational interface.

babashka-mcp-server

14

by bmorphism

Babashka MCP Server is a Model Context Protocol server designed for interacting with Babashka, a Clojure interpreter tailored for scripting tasks. The server executes code and manages command history, aiming for optimized performance and enhanced feature integration.

pinecone-mcp

14

by pinecone-io

The Pinecone Developer MCP Server facilitates communication between AI tools and the Pinecone platform, enabling features like document searching, index configuration, and data management. It is designed to improve the developer experience when using AI assistants with Pinecone.

pinescript-mcp-server

14

by CyberBOB07

The TradingView PineScript MCP Server is designed to facilitate working with TradingView PineScript through a standardized API. It provides tools for code validation, error correction, and template generation.

godoc-mcp-server

14

by yikakia

godoc-mcp-server is designed to search and extract package documentation from pkg.go.dev, providing this information to LLMs as a Model Context Protocol (MCP) server. It facilitates efficient information retrieval by utilizing a local cache and supports automated multi-platform releases.

mcp2serial

14

by mcp2everything

MCP2Serial is a tool designed to connect serial devices with AI models using the Model Context Protocol. It enables natural language control over hardware and allows AI to respond and adjust settings in real-time. The project aims to simplify integration between physical devices and AI through innovative features and broad compatibility.