Developer Tools MCP Servers

apifox-mcp-server

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by wangmhaha

ApiFox MCP Server is a server implementation based on the Model Context Protocol that enables the retrieval and management of ApiFox interface information. It supports HTTP service and CLI usage and is implemented in TypeScript with environment configuration options. It is integral for integrating ApiFox capabilities into larger systems using MCP.

jetshift-mcp-server

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by jetshift

JetShift MCP Server is a server application focused on managing JetShift operations, offering support for integration with various clients and handling database operations through specified commands. It provides a robust platform for managing JetShift environments.

alertmanager-mcp

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by kaznak

The Prometheus Alertmanager MCP Server project links Claude AI with Prometheus Alertmanager, facilitating alert interaction and management through a universal interface. It features alert retrieval, detailed information access, silence management, and more.

plantuml-validator-mcp-server

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by kwhrkzk

The Plantuml Validation MCP Server is an MCP server that validates Plantuml code. It offers detailed error information if the code is invalid and is configured to run with Docker or SSE in VSCode.

perplexity-mcp-server

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by cyanheads

The Perplexity MCP Server is designed to connect AI systems with the Perplexity AI API using the Model Context Protocol. It facilitates search-augmented queries and supports robust utilities for logging and error management. The project emphasizes type safety and security.

mcp

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by johnleider

This project is a Model Context Protocol (MCP) server facilitating interaction between AI assistants and custom tools. It is extensible and integrates with VS Code for enhanced AI capabilities.

typescript-mcp-roland

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by rolandtritsch

typescript-mcp-roland is a basic Model Context Protocol (MCP) server designed to explain who Roland is. It requires configuration and building steps before use, including editing paths and installing dependencies.

troubleshoot-mcp-server

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by chris-sanders

The MCP Server for Kubernetes Support Bundles is designed for AI-driven analysis and troubleshooting of Kubernetes clusters. It enables comprehensive interaction with support bundles, focusing on features like bundle management and secure command execution. This server is particularly notable for its containerization capabilities.

docspace-mcp

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by ONLYOFFICE

The ONLYOFFICE DocSpace MCP Server is a platform designed to facilitate integration between large language models and ONLYOFFICE DocSpace by using the standardized Model Context Protocol (MCP). It supports various tools for file, room, and user management to enhance productivity and collaboration.

mcp-github

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by renantrendt

The GitHub MCP Server is a Model Context Protocol server that allows AI assistants to perform operations on GitHub such as managing repositories, handling issues, and searching code. It requires Node.js and a GitHub Personal Access Token for authentication.

mcp-server-devops-bridge

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by TheApeMachine

The MCP Server DevOps Bridge connects DevOps tools using AI, creating a unified platform for managing tasks with natural language interfaces. It supports Azure DevOps, GitHub, Slack, browser automation, and AI agent delegation, enhancing efficiency through integration and autonomous workflows.

PHPocalypse-MCP

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by plapinski

PHPocalypse-MCP is an MCP server that enables developers to automate tests and static analysis efficiently, reducing the need for manual intervention. It is especially suitable for those who want to streamline their development workflow.

curl-mcp

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by MartinPSDev

Curl MCP is a tool that allows executing curl commands using natural language, supporting both English and Spanish. It operates as an MCP server to process web requests with features like authentication, data handling, and manipulating user agents.

mcp-java-sample

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by Saularch97

This project is a Spring Boot application that implements a Model Controller Provider server using Spring AI. It enables external MCP server functionality for client applications with dependencies on specific Spring modules.

12306-mcp-service

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by xpfyg

12306-MCP is a server using Model Context Protocol (MCP) designed to search for ticket information on 12306, a Chinese ticketing platform. It offers a straightforward API to query ticket details, with integration options for IDEs like Cursor.

tempo-mcp-server

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by scottlepp

The Tempo MCP Server is a Go-based implementation for analyzing distributed tracing data from Grafana Tempo. It uses the Model Context Protocol to allow AI tools to interact with Tempo-based datasets. Docker support and integration options with tools like Claude Desktop and n8n make it versatile.

chess-uci-mcp

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by AnglerfishChess

chess-uci-mcp is an interface that acts as a bridge between model context protocols (MCP) and UCI-compatible chess engines like Stockfish. It provides various chess engine commands through MCP servers, emphasizing ease of use with `uvx` for handling dependencies.

GongRzhe_JSON-MCP-Server

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by MCP-Mirror

The JSON MCP server provides a powerful interface for querying and manipulating JSON data, offering a variety of operations to process arrays, strings, numbers, and dates. It is designed to facilitate easy integration with applications like the Claude Desktop app.

hf-mcp-server

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by evalstate

HF Services MCP Server is designed for integrating with the HuggingFace API and setting up various communication modes via MCP Server. It supports several transport methods, ensuring flexibility in deployment and integration.

hf-trending-mcp

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by kukapay

The HF Trending MCP Server provides tools to track and analyze trending models, datasets, and spaces on Hugging Face. It is designed to be a valuable resource for developers and AI enthusiasts by offering search functionality and trend analysis capabilities.

mcp-client-server-example

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by rajeevchandra

This project illustrates using an AI agent that interprets and executes user commands locally through Python functions, using MCP and Ollama. It promises autonomy without manual coding, operating fully offline to enable smart, secure AI workflows.

optimized-memory-mcp-serverv2

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by AgentWong

Optimized Memory MCP Server v2 is a Python-based server offering efficient memory management and integration with Claude Desktop. It features SQLite-based storage, supports MCP patterns, and provides robust error handling and resource management.

66julienmartin_MCP-server-Deepseek_R1

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by MCP-Mirror

The Deepseek R1 MCP Server is a Node.js implementation designed for advanced text generation tasks using the Deepseek R1 model. It supports MCP protocol, offers extensive configuration options, and integrates seamlessly with Claude Desktop.

solana-web3js-mcp-server

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by FrankGenGo

The Solana Web3.js MCP Server is a protocol server that allows AI assistants to interact with the Solana blockchain, facilitating tasks like smart contract development and transaction management by serving as an intermediary for secure blockchain interactions.

openai-ocr-mcp

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by cjus

OpenAI OCR MCP Server is a Model Context Protocol server designed to leverage OpenAI's vision capabilities for OCR tasks. It integrates with Cursor IDE for efficient text extraction from images, providing features like content-based file management and robust error handling.

mcp-playwright-test

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by w1561778301

MCP Playwright Test is a testing automation server leveraging Playwright for comprehensive UI and API testing. It features automated code retrieval, test environment setup, and detailed reporting, suited for both local and Git projects.

IDA-pro-MCP-server

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by Varshith-JV-1410

IDA Pro MCP Server is a plugin that facilitates remote interaction with IDA Pro through the MCP interface, enabling AI-driven binary analysis. This enhances capabilities like querying byte data and pseudocode extraction, thus streamlining analysis workflows.

MCP-Server-python

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by Perteghella

This project is a simple Python-based implementation of a Model Communication Protocol (MCP) server. It serves as a demonstration of basic MCP server functionality and is suitable for testing and development. The server operates on port 8000 using uvicorn and supports `sse` transport for network exposure.

highlight-github-mcp

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by highlight-ing

This project is a GitHub MCP server that extracts diff information from pull requests by interacting with the GitHub REST API. It features error handling and requires authentication via a GitHub token.

ado-mcp-server

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by cakriwut

The Azure DevOps MCP Server integrates Azure DevOps services with applications like Cline and Roo Code, offering extensive capabilities for managing work items, pipelines, and wikis. It features a command-line interface for executing various Azure DevOps operations directly from the terminal.

whodis-mcp-server

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by vinsidious

Whodis MCP Server is a tool for AI assistants to check the availability of domain names using WHOIS lookups. It is designed to integrate into workflows, offering a CLI interface and extensive configurability.

node-red-mcp-server

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by karavaev-evgeniy

node-red-mcp-server is a Model Context Protocol server designed for Node-RED. It allows language models to programmatically automate and manage Node-RED flows via a standardized API, enhancing integration capabilities with tools like Claude and GPT models.

freeagent-mcp

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by markpitt

The FreeAgent MCP Server is a platform for managing FreeAgent timeslips and timers through a Claude MCP server. It provides features like listing, creating, updating, and deleting timeslips, as well as starting and stopping timers. Its functionality is enhanced by Docker support and automatic OAuth token refresh.

cohere-mcp-server

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by Ashish-Soni08

Cohere MCP Server is a Model Context Protocol server that integrates with the Cohere API. It offers advanced multilingual model support and retrieval features for applications.

monad-bridge-mcp-server

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by rawakinode

Monad Bridge MCP Server is a lightweight platform facilitating the bridge between Ethereum Sepolia and Monad Testnet networks using Wormhole. It offers tools for managing wallet addresses, checking balances, and performing bridging operations to streamline interactions with decentralized networks.

smithery-registry-mcp

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by aloshy-ai

The Smithery Registry MCP Server allows AI agents to search and interact with Model Context Protocol (MCP) servers via the Smithery Registry API. It provides features like semantic server search, detailed server information retrieval, and WebSocket connection URL generation.

mcp-doc

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by esakrissa

The MCP Documentation Server is a specialized server facilitating the interaction between LLM applications and documentation sources using the Model Context Protocol. It supports integration with tools like Cursor and provides tools for efficient access to critical documentation files.

shopify-storefront-mcp-server

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by QuentinCody

The Shopify Storefront MCP Server integrates with the Shopify Storefront API, enabling AI assistants to access and manage Shopify store data through MCP protocols. Notable features include product data access, cart management, GraphQL support, and customer data operations.

postgreSQL-analyzer-mcp

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by rameshv29

PostgreSQL Analyzer MCP is an AI-based tool that helps optimize PostgreSQL databases by analyzing query performance and providing actionable recommendations. It operates as a read-only MCP server, enabling remote access and use with various compatible clients.

feishu-project-mcp

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by im47cn

Feishu Project MCP Service is a smart R&D process management system utilizing Model Context Protocol for automating end-to-end requirement management and development workflows within Feishu projects. It provides features such as requirement extraction, architecture design, automated code submission, and feedback loops for improved project handling.

YT-to-LinkedIn-MCP-Server

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by NvkAnirudh

YouTube to LinkedIn MCP Server is a tool that automates the process of creating LinkedIn post drafts from YouTube video transcripts. It features transcript extraction, summarization using OpenAI GPT, and customizable LinkedIn post generation.

mysql-mcp-server

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by sajithamma

The MySQL MCP Server is a database management tool built using FastMCP, designed to manage SQLite databases interactively. It features a server and a client component that facilitate listing tables, describing table schemas, and executing SQL queries. This project emphasizes ease of use with its natural language command support.

the-wordpress-mcp-server

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by Leonelberio

The WordPress MCP Server facilitates the integration of WordPress sites by enabling the creation, retrieval, and management of posts through the WordPress REST API using the JSON-RPC 2.0 protocol. It supports installation on multiple platforms and enhances security through the use of application passwords.

flutter_mcp_server

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by Centinol-alt

The Flutter MCP Server is an open-source tool designed to automate and streamline Dart and Flutter development through the Model Context Protocol. It allows AI tools to interact programmatically with development tasks, enhancing workflow automation and enabling secure and standardized tool usage.

mcp-congress_gov_server

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by bsmi021

The Congress.gov API MCP Server enables seamless access to U.S. legislative data through a standardized interface. It bridges the gap for AI assistants and development tools by providing structured access to querying legislative entities and performing complex operations with the Congress.gov API.

higress-ops-mcp-server

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by cr7258

Higress OPS MCP Server is a server implementation for the Model Context Protocol, enabling efficient configuration and management of the Higress platform. It features integration with LangGraph and LangChain MCP Adapters, and includes tools for developing new functionalities.

task-tracker

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by reminia

Task Tracker is a Model Context Protocol (MCP) server that connects Linear for task management and TrackingTime for time tracking. It leverages large language models to automate workflows and enhance productivity by facilitating natural language-based task creation and time management.

fibery-mcp-graphql

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by greatwitenorth

The Fibery MCP GraphQL Server is a tool for interacting with the Fibery GraphQL API. It facilitates listing spaces and types, obtaining schema details, and validating GraphQL queries against the schema. Key features make it a valuable resource for developers using Fibery.

Redmine-MCP

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by ilask

This project is a custom MCP server that integrates with Redmine, allowing VS Code users to manage Redmine projects and issues using the Cline extension. It requires Node.js, a running Redmine instance, and the Cline extension to function.

scribe-crab

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by blue-orange-yellow

Scribe-crab is an MCP server tool for generating documentation comments for Rust functions. It offers customizable format templates and integration with MCP clients like Cursor IDE.

word-mcp-server

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by cuongpham2107

The Word MCP Server project is a Python application designed to facilitate the creation and editing of Microsoft Word documents via an API. It uses FastMCP for interaction and supports configuring with LLMs for natural language processing tasks.

mcp-sentry

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by weekitmo

MCP Sentry Server is a Node.js-based implementation that provides integration with the Sentry API for monitoring and error tracking. It supports communication through both the Model Context Protocol and Server-Sent Events, offering features such as retrieving and analyzing Sentry issues.

external-mcp

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by recallnet

Recall Data Omnifeeds is a Model Context Protocol (MCP) server that integrates data from Twitter, Substack, and CoinGecko. It allows AI models to interact with various data feeds through a unified interface, providing features like data retrieval, search, and direct messaging.

mcp

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by plusplusoneplusplus

The MCP Server is designed to facilitate AI-driven command execution and tool management through a flexible framework. It supports various tool types and configuration methods, making it adaptable to different environments and project needs.

redmine_mcp_server

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by 9506hqwy

The Redmine MCP Server plugin offers a setup for a Model Context Protocol server utilizing Server Side Event technology. It is still an experimental concept, allowing users to list and read issues and wiki pages per project on a Redmine instance. It supports various databases such as SQLite, MySQL, and PostgreSQL.

mcp-server-github-projects

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by TerraCo89

The project is a Model Context Protocol server for managing GitHub Projects, offering operations for views, priorities, dependencies, and metrics. It provides usage as a library, CLI, or through Docker and NPX configurations.

Mctsthinking

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by jianbo27

The MCTS Thinking MCP Server is a tool for strategic problem-solving, leveraging Monte Carlo Tree Search (MCTS) to explore and evaluate different reasoning paths. It is designed to handle complex problems with multiple solutions, providing insight and statistical feedback throughout the process.

mcp-server

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by planetf1

The mcp-server is designed to explore and understand the usage of MCP servers within LLM environments. It features tool management through environment variables and provides a variety of local and web-based tools. A sample chat application is included for practical demonstrations.

mcp_server_demo

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by etrex

This project is a practice Model Context Protocol (MCP) server implementation designed to help people learn about and understand MCP operations. It includes various testing methods and demonstrates integration with a platform called Claude.

mcp-server-perplexity

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by mkusaka

The Perplexity AI MCP Server is a server implementation that integrates with Perplexity AI's API to provide advanced search capabilities with configurable options using Sonar models. It includes features like error handling, logging, and is compatible with the MCP Inspector.