Developer Tools MCP Servers

mcp-server-auto-commit

12

by jatinsandilya

This project is a Git changes analyzer that auto-generates commit messages using AI models from OpenAI. It is intended for developers to streamline their workflow by automating the commit message generation process while analyzing staged and unstaged changes in a Git repository.

things-fastmcp

12

by excelsier

Things MCP Server allows users to manage their task data in the Things app through AI-powered interactions with Claude Desktop. It features natural language task creation, project analysis, and productivity workflows. Users benefit from seamless integration with their existing task management system.

mcp-terragrunt-docs

12

by Excoriate

The Terragrunt Docs Provider is an MCP server developed using Deno and TypeScript, focused on providing detailed documentation and GitHub issue tracking for Terragrunt users. It aims to enhance the accuracy of AI-assisted autocompletion for Infrastructure as Code (IaC) configurations.

dbt-cli-mcp

12

by MammothGrowth

The DBT CLI MCP Server is a Model Context Protocol server that facilitates interaction with dbt projects through standardized MCP tools. It allows AI coding agents to execute dbt commands and supports major dbt operations with command-line interface access.

okta-mcp-server

11

by kapilduraphe

The Okta MCP Server enables seamless integration with Okta's user management system, providing extensive tools for managing users and groups, as well as onboarding automation features. It is designed to enhance the capabilities of Claude by allowing operational control through Okta's APIs.

dolphinscheduler-mcp

11

by ocean-zhc

DolphinScheduler MCP Server is designed to bridge AI models with Apache DolphinScheduler, facilitating workflow management through standardized protocols. It offers comprehensive tools and easy configuration for seamless API integration.

sendgrid-mcp

11

by Garoth

This project is a Model Context Protocol (MCP) server that interfaces with SendGrid's Marketing API to manage email marketing and contact services. The server only supports the latest v3 APIs and provides features such as contact management, dynamic template creation, and robust email sending functionalities.

mcp-gitlab-server

11

by yoda-digital

GitLab MCP Server is a powerful integration tool that enables AI assistants to interact seamlessly with GitLab resources. It offers extensive API support, standardized response formats, and documentation to streamline AI-powered development workflows. Featuring strong TypeScript typing, it ensures type safety and efficiency in operations.

swagger-mcp-server

11

by tuskermanshu

Swagger MCP Server is a tool designed to parse Swagger/OpenAPI documents and generate TypeScript types and API clients. It supports integration through the Model Context Protocol and can handle large documents efficiently with caching and lazy loading.

mcp-code-sandbox

11

by chrishayuk

The MCP Code Sandbox Server is designed to provide secure and isolated environments for executing Python code. Its extensible architecture allows integration with various code execution backends, and it includes tools for sandbox administration, code execution, and file management.

mcp

11

by pkgxdev

pkgx MCP is a Model Context Protocol server capable of running any Open Source tool through pkgx. It emphasizes ease of use and provides some security considerations, though caution is advised due to potential risks when accessing files.

mcp-canvas-lms

11

by DMontgomery40

Canvas MCP Server is designed to facilitate interaction with the Canvas API, allowing management of educational elements such as courses and assignments. It offers robust tools and error handling, ensuring reliable integration with platforms like Claude Desktop.

trello-mcp-server

11

by v4lheru

The Trello MCP Server is a Model Context Protocol server designed to provide comprehensive interaction with the Trello API. It features a modular architecture, full TypeScript support, and robust error handling, making it a suitable tool for developers who need to manage Trello resources programmatically.

AppInsightMCP

11

by JiantaoFu

App Market Intelligence MCP is a server that delivers market intelligence by analyzing the Apple App Store and Google Play Store. It provides various insights such as app details, trends, and user feedback, facilitating a comprehensive understanding of the mobile app marketplace.

nwc-mcp-server

11

by getAlby

The NWC MCP Server allows users to connect a bitcoin lightning wallet to their LLM via Nostr Wallet Connect, utilizing the official MCP TypeScript SDK. It provides instructions for integration with various platforms like Claude Desktop, Goose, Cline, and N8N, and supports installation and usage from source.

imagesorcery-mcp

11

by sunriseapps

ImageSorcery MCP is a tool that enhances AI assistants by providing advanced image processing capabilities. It allows for tasks such as object detection, text extraction, and image manipulation, using cutting-edge models and tools. The platform integrates with AI to handle image-related tasks through a structured protocol.

Mcp-Reasoning-Server

11

by AzDeltaQQ

The MCP Advanced Reasoning Server is a Model Context Protocol server designed for Cursor AI, enabling various advanced reasoning functionalities such as MCTS, Beam Search, and Transformers. It supports automatic completion of reasoning processes and is primarily focused on enhancing problem-solving efficiency for AI applications.

mcp-server-auto-commit

11

by hypermodel-labs

This project provides a Git changes analyzer that generates commit messages using OpenAI's GPT models, offering detailed file change summaries. The MCP server supports integration with tools like Cursor and Claude Desktop for enhanced automation in coding workflows.

mcp-deepseek-demo

11

by Ulanxx

The MCP DeepSeek Demonstration Project is an application for interacting with the DeepSeek AI model using the Model Context Protocol (MCP). It features a real-time chat interface and supports tool invocation through a modern UI with responsive design.

streamnative-mcp-server

11

by streamnative

StreamNative MCP Server connects AI agents with StreamNative Cloud and Apache messaging systems, offering standardized messaging interfaces for AI applications. It features integration with StreamNative Cloud, Kafka, and Pulsar, with multiple installation options and extensive tool configuration capabilities.

mcp-server-toolhouse

11

by toolhouse-community

Toolhouse MCP Server is a platform that connects MCP clients with Toolhouse tools, enhancing the capabilities of AI applications by enabling seamless integration with external data sources and resources. It is designed to work efficiently with the Model Context Protocol, providing a standardized connection for LLM applications.

UltimateCoderMCP

11

by m-ahmed-elbeskeri

UltimateCoder MCP is a local-first automation server that empowers developers to automate command execution, manage files, and enhance AI tool integration securely on their local machines. It is built on fastmcp, ensuring fast and secure operations without cloud latency or data transfer.

mcp-ortools

11

by Jacck

MCP-ORTools is a Model Context Protocol server implementation utilizing Google OR-Tools for constraint solving, designed for compatibility with large language models. It supports solving constraint satisfaction and optimization problems through JSON-based model specifications.

mcp-github-issue

11

by sammcj

The MCP GitHub Issue Server is a tool designed to help large language models (LLMs) perform tasks by fetching GitHub issue details. It provides structured data, including the issue title and description, facilitating easy integration into MCP-based systems.

MCP

11

by EduBase

EduBase MCP server is a Model Context Protocol implementation for interacting with EduBase accounts through MCP clients. It aims to bring innovative solutions for educational institutions by integrating AI-assisted tools and advanced security with an intuitive user experience.

Vibe-Model-Context-Protocol-Server

11

by non-npc

Vibe Model Context Protocol Server (VMCPS) is a Python server designed to manage and analyze code context for AI-enhanced development. It features real-time code analysis, secure authentication, a RESTful API, and cross-platform support.

DeepResearchMCP

11

by ameeralns

DeepResearch MCP is a research assistant leveraging the Model Context Protocol to provide intelligent and structured research processes. It offers features like scholarly report generation, bibliography creation, and error resilience, making it a versatile tool for conducting in-depth analysis.

coolify-mcp

11

by StuMason

Coolify MCP Server is a server implementation that enables interaction with Coolify instances using AI assistants and natural language. It covers server, project, application, service, database management, and deployment operations. It requires Node.js and a running Coolify instance with API access.

dexscreener-mcp-server

11

by openSVM

The DexScreener MCP Server allows users to access DexScreener API data in real-time. It provides tools to retrieve token profiles, boosted tokens, and market data across blockchains while enforcing rate limiting and offering error handling.

openai-codex-mcp

10

by agency-ai-solutions

The openai-codex-mcp project serves as an MCP server that integrates the OpenAI Codex CLI tool with Claude Code. It offers a JSON-RPC interface to enable tasks like code generation, explanation, and debugging using OpenAI's models, facilitating seamless interaction for coding tasks.

unsplash-smart-mcp-server

10

by drumnation

The Unsplash Smart MCP Server is a powerful tool designed to help AI agents efficiently handle image searches and attributions. It provides seamless integration for AI-powered applications to interact with Unsplash, optimizing image acquisition and management through intelligent context awareness and automatic attribution compliance.

clickup-mcp-server

10

by Nazruden

The ClickUp MCP Server is a Model Context Protocol implementation that facilitates integration of AI assistants with ClickUp workspaces. It offers tools for task, team, list, board, and space management, among other functionalities.

altium-mcp

10

by coffeenmusic

Altium MCP Server is an MCP interface that enables automation and interaction with Altium Designer projects using Python. It offers tools for managing PCB designs, creating symbols, and running output jobs, aiming to streamline electronics design workflows. The project has been primarily tested on Windows platforms.

mcp-ripgrep

10

by mcollina

MCP Ripgrep Server is an MCP server designed to provide efficient text search capabilities using ripgrep, compatible with clients like Claude AI. It offers basic, advanced, and other search functionalities while integrating smoothly with existing MCP client systems.

google-ads-mcp-server

10

by bjorndavidhansen

The Google Ads MCP Server is a Model Context Protocol server that facilitates the integration of Google Ads data into the Claude Desktop platform. It provides tools for managing campaigns, keywords, and budgets with enhanced visualization and automated insights features. This server supports multi-environment configurations and offers containerized deployment options.

roblox-studio-mcp-server-updated

10

by dmae97

The project is a specialized Model Context Protocol server for Roblox Studio, enabling the development of applications with integrated tools and resources. Its features enhance development and deployment processes with robust security, performance monitoring, and Docker compatibility.

mcp-server-raygun

10

by MindscapeHQ

Raygun MCP Server is a Model Context Protocol server that integrates with Raygun's API V3 for advanced Crash Reporting and Real User Monitoring applications. It offers extensive management options for applications, error handling, performance monitoring, and team collaboration. The server ensures a streamlined setup with Claude Desktop and includes detailed debugging tools.

qasphere-mcp

10

by Hypersequent

The QA Sphere MCP Server is designed to integrate the QA Sphere test management system with various development environments via the Model Context Protocol. It allows developers to interact with test cases using Large Language Models, enhancing test management workflows.

Langflow-DOC-QA-SERVER

10

by GongRzhe

Langflow-DOC-QA-SERVER is an MCP server that facilitates document Q&A via a Langflow backend. It allows users to create document-querying flows and interact with content using a simple query interface. Designed for developers familiar with Langflow and MCP.

mcp-server-ollama-deep-researcher

10

by Cam10001110101

The Ollama Deep Researcher is an MCP server that aids AI in performing deep research on topics using local LLMs via Ollama. It is designed for comprehensive research workflows, providing tools for generating and refining summaries based on web searches.

okta-mcp-server

10

by fctr-id

The Okta MCP Server is a tool that allows AI models to manage and analyze resources within an Okta environment using the Model Context Protocol. It provides an interface for AI systems to interact seamlessly with Okta, enhancing functionality for security teams and administrators with a focus on user and group management, among other features.

Figma-Context-MCP

10

by 1yhy

The project is an MCP server enabling integration of Figma design files with AI coding tools to enhance code generation accuracy and efficiency. It offers features like converting design data into useful formats for AI models and supports obtaining detailed design information.

geekbot-mcp

10

by geekbot-com

Geekbot MCP acts as a bridge, allowing LLM clients to access and interact with Geekbot data effortlessly. Key features include listing standups, polls, fetching reports, and viewing team members, all integrated seamlessly into natural conversations.

unity-mcp

10

by wondeks

Unity MCP Server enhances Unity Editor actions by allowing AI-integrated MCP clients to execute tasks efficiently. It acts as a central communication hub for streamlined workflow in Unity development.

pocketbase-mcp

10

by mabeldata

The PocketBase MCP Server allows users to interact and manipulate records and files within a PocketBase instance. It supports operations like fetching, listing, creating, and updating records, and includes a powerful migration system for database changes.

consulting-agents-mcp

10

by MatthewPDingle

ConsultingAgents MCP Server enables integration with Claude Code to provide access to expert AI consultants like Darren, Sonny, Sergey, and Gemma, offering a multi-model perspective on coding problems. It supports multiple transport options and seamless integration for enhanced coding problem analysis.

headless-editor-mcp

10

by oakenai

The project is a headless code editor server that supports multiple programming languages through LSP and offers AI-assisted code manipulation via MCP. It includes features like secure file operations and session-based editing, primarily supporting TypeScript and JavaScript.

kanban-mcp

10

by bradrisse

Kanban MCP integrates Planka kanban boards with Cursor's Machine Control Protocol to enable AI assistants to help manage tasks. It allows for seamless project management with features like task creation, commenting, and time tracking. It supports several collaboration strategies between humans and AI.

github-projects-mcp

10

by Arclio

The GitHub Projects V2 MCP Server is a tool designed to manage GitHub Projects V2 using the GraphQL API. It supports listing, creating, updating, and deleting project items, and can be used with various MCP clients. Key features include seamless project management and integration capabilities.

strava-mcp

10

by kw510

This project is an MCP server featuring built-in Strava OAuth capabilities, meant for remote MCP connections. It demonstrates the integration of OAuth providers with MCP servers, leveraging Cloudflare Workers for deployment.

calculator-mcp-server

10

by huhabla

Mathematical Calculator MCP Server enhances Claude with advanced mathematical capabilities, including solving equations, statistical analysis, and matrix operations, using a Python environment for integration and development.

code2prompt-mcp

10

by ODAncona

Code2prompt-mcp is a Model Context Protocol server designed to generate contextual prompts from codebases, facilitating AI assistants' understanding of code repositories. It utilizes a high-performance library to produce structured summaries that optimize language model consumption.

systemprompt-mcp-core

10

by Ejb503

Systemprompt-agent-server is a specialized MCP server designed for creating and managing AI agents with a powerful prompt and tool management system. It integrates with compatible clients for seamless agent interactions and supports advanced features such as type-safe integration and real-time notifications.

mcp-pyodide

10

by yonaka15

mcp-pyodide is a Pyodide server designed to execute Python code through the Model Context Protocol (MCP), specifically for Large Language Models (LLMs). It supports multiple transport modes and offers robust implementation in TypeScript.

descope-mcp-server-stdio

10

by descope-sample-apps

The Descope MCP server is designed to facilitate interaction with Descope's Management APIs, providing tools for searching audits, managing users, and configuring server settings through Claude Desktop. It offers automatic and manual installation paths, along with detailed setup and configuration instructions.

notionMCP

10

by Sjotie

The Notion MCP Server enables seamless integration between AI assistants like Claude and Notion workspaces, allowing for advanced management of Notion databases, pages, and blocks. It provides a set of tools for querying and updating Notion content efficiently.

npm-search-mcp-server

10

by btwiuse

The npm-search MCP Server is a Model Context Protocol server designed to search for npm packages by executing the `npm search` command. It features configuration options for integration with applications like Claude and Zed, and supports different installation methods including npm and uvx.

limitless-mcp-server

10

by manueltarouca

This project offers a basic MCP server/client setup to interact with the Limitless Developer API through GET endpoints. It enables users to expose API endpoints as MCP tools and call them from a client using a unified codebase.

archy-mcp

10

by phxdev1

Archy is a Model Context Protocol server designed to generate architectural diagrams from natural language descriptions and GitHub URLs using Mermaid syntax. It supports various types of diagrams and offers integration with OpenRouter for AI-powered enhancements. The project simplifies the creation and export of diagrams, making it user-friendly and efficient for developers.

google-slides-mcp

10

by matteoantoci

The Google Slides MCP Server is a tool for programmatically managing Google Slides presentations using the Model Context Protocol. It offers features such as creating, reading, and updating slides, and requires setup with Google API credentials.