Developer Tools MCP Servers

gdb-mcp-server

25

by yywz1999

The GDB MCP Server is designed to facilitate AI-assisted debugging by enabling interaction with GDB through the MCP protocol. It supports various debugging scenarios and provides intelligent handling of command blocking and process discovery. Optimized for iTerm2 on macOS, it simplifies debugging operations with an AI assistant integration.

mcp-server-node

25

by lucianoayres

The project showcases an MCP server implemented in Node.js to expose tools like addition and environment variable retrieval within AI-assisted development environments. It focuses on enhancing developer productivity by enabling easy tool integration.

metabase-server

25

by imlewc

Metabase Server is a TypeScript-based Model Context Protocol server designed to integrate with Metabase API. It enables AI assistants to interact with and execute queries on Metabase dashboards, cards, and databases, facilitating enhanced data access and management.

directus-mcp-server

25

by rijkvanzanten

This project is an MCP server designed to facilitate the integration of AI tools with Directus APIs. It provides various capabilities such as reading items from collections and retrieving current user information. It is built as an experimental server and supports installation via npm.

openai-gpt-image-mcp

25

by SureScaleAI

This project is a server implementing the Model Context Protocol for handling image generation and editing functionalities using OpenAI's GPT models. It provides robust features for creating and editing images and integrates easily with various MCP-compatible clients.

typst-mcp

25

by johannesbrandenburger

Typst MCP Server facilitates AI models to work with Typst by providing tools for document manipulation, syntax validation, and conversion between Typst and LaTeX. It supports developers through easy-to-use functionalities and integration with development environments.

databricks-mcp-server

25

by JustTryAI

The Databricks MCP Server is designed to facilitate interaction with Databricks through the Model Completion Protocol (MCP), offering efficient tool registration and async support. It provides various utilities to manage clusters, jobs, notebooks, and SQL execution, integrating seamlessly with Databricks API.

Skywork-Super-Agents

25

by Skywork-ai

Skywork-Super-Agents is a lightweight MCP server designed to provide office tools for generating file types such as presentations, documents, spreadsheets, and more. Its features include ease of setup and API integration.

ifly-workflow-mcp-server

25

by iflytek

The iFlytek Workflow MCP Server enables seamless integration of workflows using the Model Context Protocol, offering intelligent scheduling for various business scenarios with advanced execution modes and diverse node support.

mcp-atlassian-server

25

by phuc-nt

MCP Atlassian Server is a Model Context Protocol server designed to connect AI agents with Atlassian Jira and Confluence. It provides a standardized interface for querying data and performing actions, optimized for ease of integration and personal development environments.

nrepl-mcp-server

25

by JohanCodinha

The nREPL MCP Server is a Model Context Protocol server that facilitates interaction with a Clojure nREPL instance for evaluating code and inspecting namespaces. It is compatible with MCP clients like Claude Desktop and CLine in VSCode, providing powerful Clojure integration.

jira-mcp

25

by nguyenvanduocit

Jira MCP is a Go-based connector that facilitates AI assistant interactions with Atlassian Jira through the Model Control Protocol. It offers features such as issue management, sprint management, and commenting, with installation options via GitHub, Go, and Docker.

mcp-openapi-schema

24

by hannesj

The OpenAPI Schema Model Context Protocol Server is designed for Large Language Models to explore and understand OpenAPI specifications. It provides a comprehensive toolset for interacting with API paths, operations, and schemas, facilitating detailed exploration and comprehension.

plane-mcp-server

24

by makeplane

The Plane MCP Server is designed to integrate the Model Context Protocol (MCP) with the Plane workspace, facilitating programmatic interaction by AI agents and developer tools. This server allows for automated project management, issue tracking, and workflow synchronization, enhancing productivity and collaboration.

mcp-figma

24

by thirdstrandstudio

The Figma MCP Server is designed to provide seamless interaction with the Figma API via the Model Context Protocol, offering comprehensive methods to manage user data, files, comments, teams, projects, components, styles, webhooks, and library analytics. It is equipped to handle various tasks such as viewing file structures, managing user interactions, and analyzing component usage with ease.

mcp-prompt-server-go

24

by smallnest

The MCP Prompt Server project provides a framework for transforming prompt templates into MCP tools using Go, aiming to simplify natural language processing through easy integration and extension.

django-mcp-server

24

by omarbenhamid

Django MCP Server is a Django extension that enables AI agents and MCP clients to interact with Django applications using the Model Context Protocol. It features seamless integration with various AI frameworks and easy exposure of Django models as MCP tools.

mcp-server-ios-simulator

24

by atom2ueki

This project serves as a bridge to enable programmatic control and standardized communication with iOS simulator instances using the Model Context Protocol. It supports multiple features, including managing simulator lifecycle, installing applications, and interacting with simulators via a consistent interface.

deepview-mcp

24

by ai-1st

DeepView MCP is designed for integrating with IDEs to analyze large codebases using the Model Context Protocol. It supports loading codebases from text files and querying them using Gemini's context capabilities. Notably, it offers seamless connectivity with IDEs like Cursor and Windsurf.

Rootly-MCP-server

24

by Rootly-AI-Labs

The Rootly MCP Server provides integration with the Rootly API for quick incident resolution directly from an MCP-compatible IDE. Developed by Rootly AI Labs, it focuses on system reliability and operational excellence, offering dynamically generated MCP tools for enhanced productivity and security.

Smart-Thinking

24

by Leghis

Smart-Thinking is an MCP server providing an advanced reasoning framework for AI, designed to mimic human cognitive processes through a multi-dimensional graph-based architecture. It supports cross-platform functionality and offers integrations with various clients and tools.

figma-mcp-server

24

by karthiks3000

The Figma MCP Server is a tool that interacts with Figma designs, enabling the extraction and modification of design elements through a Model Context Protocol. It offers read and write capabilities via a Figma plugin, with comprehensive testing support.

illustrator-mcp-server

23

by spencerhhubert

The Illustrator MCP Server enables interaction with Adobe Illustrator through scripts, primarily for MacOS users. It allows bots to send commands to Illustrator, leveraging AppleScript for compatibility.

language-server-mcp

23

by alexwohletz

The language-server-mcp is a TypeScript-based MCP server designed to enhance the coding experience with features such as hover information, code completion, and diagnostics, particularly for TypeScript and potentially other languages. It integrates seamlessly with the Model Context Protocol for efficient communication with client applications.

intervals-mcp-server

23

by mvilanova

The Intervals.icu MCP Server facilitates integration with the Intervals.icu API using Model Context Protocol (MCP) for data retrieval, including activities, events, and wellness metrics. It supports seamless configuration with Claude Desktop and offers tools for querying various data points.

bitrise-mcp

23

by bitrise-io

The Bitrise MCP Server facilitates interaction with the Bitrise API. It provides comprehensive access to Bitrise functionalities such as app and build management, emphasizing secure API token-based access and extensive documentation.

user-feedback-mcp

23

by mrexodia

User Feedback MCP is designed as a simple Model Context Protocol server that integrates with existing tools like Cline and Cursor to facilitate human-in-the-loop workflows. It helps developers collect essential user feedback in desktop applications requiring complex interactions.

mcp-crew-ai

23

by adam-paterson

MCP Crew AI Server is designed to manage and execute workflows using the Model Context Protocol, focusing on ease of use with automatic configuration and command-line options. It supports local development and integrates with large language models and various tools.

mcp_server_gdb

23

by pansila

MCP Server GDB is a GDB/MI protocol server that facilitates remote debugging with AI assistants. It provides features like session management, breakpoint management, and debug information viewing. Ideal for multi-session debugging with a built-in TUI for inspecting agent behaviors.

ai-agent-marketplace-index-mcp

23

by AI-Agent-Hub

The AI Agent Marketplace Index Search MCP Server by DeepNLP helps in locating AI agents through keyword and category-based searches. Key functionalities include AI agent performance monitoring and API access for listing agents.

yingdao_mcp_server

23

by ying-dao

YingDao RPA MCP Server provides an automation platform to streamline repetitive tasks using Model Context Protocol. It supports local and API modes, enabling integration with AI and RPA applications. The server is designed for tools needing RPA functionality across different environments.

mcp-inception

23

by tanevanwifferen

The mcp-inception MCP Server is a TypeScript-based server that facilitates handling tasks and context management for other MCP clients. It supports offloading tasks and features parallel and map-reduce task execution functionalities.

mcp-gdb

23

by signal-slot

The MCP GDB Server is designed to provide GDB debugging capabilities for AI assistants like Claude. It allows users to manage debugging sessions, execute commands, and examine code using various GDB functions integrated with MCP.

frontend-review-mcp

23

by zueai

The frontend-review-mcp is a visual review tool designed to evaluate UI edits by comparing screenshots taken before and after changes. It integrates with existing workflows and uses specified review models to verify that changes meet edit requests effectively.

mcp-typescribe

23

by yWorks

MCP-Typescribe is an MCP Server providing Large Language Models (LLMs) with access to TypeScript API documentation in real-time. It enables LLMs to query, plan, and adapt to unfamiliar APIs without retraining, promoting faster onboarding and more autonomous AI-based coding assistants.

mcp-rquest

23

by xxxbrian

MCP-rquest is an MCP server designed to improve HTTP request capabilities for language models. It facilitates advanced browser emulation to circumvent anti-bot measures and supports PDF and HTML to Markdown conversion, enhancing content processing by LLMs.

binaryninja-mcp

23

by MCPPhalanx

This project provides a Model Context Protocol server for Binary Ninja, enabling advanced analysis and manipulation of binary files through various tools and resources. It offers both UI plugin and headless mode operations with features like pseudo code generation and resource access.

plane-mcp-server

23

by kelvin6365

The Plane MCP Server is a tool for interacting with Plane.so's project management API, facilitating efficient workflows with large language models. It allows listing, creating, updating, and managing projects and issues while ensuring security and user control.

shannon-thinking

23

by olaservo

The 'shannon-thinking' project is an MCP server designed to facilitate systematic problem-solving using Claude Shannon's approach. It offers tools to assist in defining problems, exploring models, and validating solutions through both theoretical and practical means. Its standout feature is the structured and iterative methodology it provides to tackle complex challenges.

mcp-server-sequential-thinking

22

by zengwenliang416

The Sequential Thinking MCP Server is designed to enhance problem-solving by implementing a structured protocol that breaks down complex issues into manageable steps while allowing for iterative refinement and exploration of alternative pathways. It serves as a tool to maintain context and dynamically adjust processes during analysis or planning projects.

pyATS_MCP

22

by automateyournetwork

The pyATS MCP Server is a secure, model-driven solution for interacting with network devices using Cisco pyATS and Genie. It provides structured communication over STDIO using JSON-RPC, featuring tools for device management and integration with LangGraph.

AllVoiceLab-MCP

22

by allvoicelab

AllVoiceLab MCP Server provides advanced audio and video processing capabilities, including text-to-speech, video translation, and voice conversion. It supports various applications such as audiobook creation, multilingual dubbing, and real-time voice modification, making it a versatile tool for content creators.

jira-mcp-server

22

by KS-GEN-AI

The Jira Communication Server is a Model Context Protocol (MCP) server designed to facilitate interaction with Jira. It features tools for executing JQL queries, managing Jira tickets, and listing projects, making it an efficient tool for Jira management.

jira-mcp

22

by CamdenClark

JIRA MCP Server is a platform that allows Large Language Models (LLMs) to interact with JIRA by enabling advanced search queries and detailed issue retrieval through JIRA's API. It integrates with tools like Claude Desktop to facilitate automation and data handling in project management.

mcp-figma-to-react

22

by StudentOfJS

The MCP Figma to React Converter is a server that transforms Figma designs into React components with TypeScript and Tailwind CSS. It utilizes the Figma API and supports both stdio and SSE transports for execution.

perplexity-advanced-mcp

22

by code-yeongyu

Perplexity Advanced MCP is an integration package that enhances query processing by using OpenRouter and Perplexity APIs. It supports both simple and complex queries, optimizing interactions with AI models for both. The package is designed for flexibility and reliability, with features like multi-vendor support and a robust retry mechanism.

claude-mcp-think-tool

22

by cgize

The MCP Think Tool Server is an implementation of the "think" tool to improve Claude's problem-solving and reasoning abilities. It offers structured thinking support, enhancing performance in complex tasks with policy and analysis-oriented features.

mcp-server-atlassian-bitbucket

22

by aashari

The Atlassian Bitbucket MCP Server is a Node.js/TypeScript application enabling AI systems to interact with Bitbucket Cloud, providing real-time access to repositories, pull requests, and other resources. It emphasizes secure local authentication and offers comprehensive Bitbucket integration.

ebook-mcp

22

by onebirdrocks

Ebook-MCP is an MCP server focused on transforming the interaction with digital books by integrating AI capabilities into EPUB and PDF processing. It provides APIs for smart library management, interactive reading, and active learning, supporting modern AI-powered tools like Cursor and Claude.

ComposioHQ_composio-mcp-server

21

by MCP-Mirror

Composio MCP Server is a Model Context Protocol server that gives structured access to Composio applications like Gmail and Linear. It enables language models to interact with these applications through a standardized interface.

powertools-mcp

21

by serverless-dna

The Powertools MCP Search Server is a Model Context Protocol server designed to aid in searching AWS Lambda Powertools documentation across various runtimes using lunr.js for local search capabilities. It supports interaction with Large Language Models and is optimized for efficiency in documentation retrieval.

agent-pm

21

by gannonh

AgentPM is an AI-driven planning and orchestration system designed for software development. It provides task management, documentation retrieval, and best practices integration within an IDE, leveraging the Model Context Protocol specification for seamless operation.

mcp-server-rabbitmq

21

by kenliao94

RabbitMQ MCP Server is a Model Context Protocol server enabling interactions with queues and topics in RabbitMQ. It offers ease of setup with the Claude desktop app and supports future enhancements like OAuth integration.

SCAST

21

by davidkingzyb

SCAST is a static code analysis tool that visualizes code as UML diagrams and flowcharts. It supports several programming languages and can be integrated into AI systems as an MCP server. The tool aids in code understanding by generating comprehensive visual representations.

iotdb-mcp-server

21

by apache

The IoTDB MCP Server is a specialized server providing database interaction capabilities and business intelligence features through IoTDB, enabling the execution of complex SQL queries. It offers tools and configurations for both tree and table models to interact with the database effectively.

mcp-gopls

21

by hloiseaufcms

MCP LSP Go is a server that connects AI assistants with Go's Language Server Protocol, enabling advanced code analysis features such as navigation, diagnostics, and completion suggestions. It is intended for use with tools supporting the Model Context Protocol.

esp-mcp

21

by horw

This project is a Proof of Concept MCP server designed specifically for ESP-IDF workflows. It supports basic build commands and aims to streamline interactions with embedded devices. Future plans include broader ESP-IDF support and integration with other development tools.

mcp-image-compression

21

by InhiblabCore

mcp-image-compression is a microservice designed to provide efficient image compression using the MCP framework. It supports multiple image formats and allows for smart and batch processing optimization options.

ashra-mcp

21

by getrupt

Ashra MCP is a Model Context Protocol server designed for Ashra. It facilitates integration with tools like Claude by allowing users to configure and execute server commands with flexibility.

mcp-cline-personas

21

by bradfair

Cline Personas MCP Server is a Model Context Protocol server designed for robust management of components and personas through JSON file-based storage. It ensures version tracking and dependency validation using mustache-style templates.