Developer Tools MCP Servers

interview-mcp-server

1

by HelloGGX

Interview MCP Server is a tool designed to enhance the technical interview process for companies by utilizing AI to automate and improve resume analysis and interview question generation. It supports seamless integration with popular IDEs and multi-dimensional candidate evaluation.

Graph-of-Thought-MCP

1

by SaptaDey

The ASR Graph of Thoughts (GoT) Model Context Protocol (MCP) server enhances AI reasoning capabilities by utilizing graph-based reasoning. Designed for advanced integrations, it suits applications like Claude desktop and API-based AI models.

fal-ai-mcp-server

1

by piebro

Fal AI MCP Server is designed to facilitate the generation of images and videos using fal.ai APIs. It's a minimal, extensible server that supports different fal.ai models and API endpoints.

numpy-mcp

1

by colesmcintosh

The NumPy MCP Server is a server that facilitates numerical computations using NumPy through a standardized protocol interface. It offers a range of mathematical operations, including basic arithmetic, linear algebra, statistical analysis, and polynomial fitting. The server integrates easily with platforms like Claude Desktop for seamless mathematical operations.

internetdata-mcp

1

by lsd-so

The LSD MCP project provides an MCP server for leveraging dynamic tools called "trips," enhancing the functionality of the LSD platform. It offers various options for authentication and configuration, and users can extend its capabilities using both LSD-specific tools and TypeScript.

mcp-server

1

by xuhaodev

The Distributed MCP Server is designed as a Model Context Protocol server providing essential interfaces for accessing legal information, weather data, and Azure service pricing, among other functions. It integrates with AI assistants to enhance utility across various applications.

mcp-fetch

1

by ExactDoug

The Fetch MCP Server is designed to assist language models in retrieving and processing web content. It specializes in converting web pages into markdown format, facilitating easier data consumption.

apollo-io-mcp-server

1

by Meerkats-Ai

The Apollo.io MCP Server is designed to provide seamless integration with the Apollo.io API, allowing AI assistants to interact with data efficiently. It offers features such as data enrichment and search functionality for people and organizations, as well as secure and real-time access to information.

semgrep-mcp-server

1

by stefanskiasan

Semgrep Server is a Model Context Protocol server designed for integrating static code analysis into development environments using Semgrep. It allows managing Semgrep rules and analyzing code through the MCP protocol, supporting various tools for scanning, listing, and exporting results.

mcp-server

1

by routineco

The Routine MCP Server is an implementation designed to work with the Routine application, allowing for seamless interaction via the Model Context Protocol. Users can run the server with specific commands to integrate with various MCP clients and it supports advanced configuration for development purposes.

uuid-mcp

1

by tanker327

The project is a Model Context Protocol (MCP) server that generates timestamp-based UUIDs using UUID v7. It offers a simple interface without parameters, easy integration with language models like Claude, and ensures unique and chronologically sortable identifiers.

databutton-app-mcp

1

by databutton

Databutton App MCP allows users to utilize API endpoints from their Databutton app as LLM tools for any MCP compatible client. It operates as a simple local proxy connecting securely via websockets using the MCP protocol.

mcp-python-starter

1

by SamMorrowDrums

MCP Python Starter is a minimal implementation of a Model Context Protocol (MCP) server in Python, designed to mirror the TypeScript starter. Key features include environment-based configuration, VS Code integration, and supporting static markdown resources.

github-mcp-server

1

by loidodev

The GitHub MCP Server is designed to facilitate interactions with the GitHub API through various tools. It supports operations like managing repositories and commits, and requires a GitHub personal access token for authentication. The server runs on Node.js.

fhir-mcp-server

1

by quiquemz

This project is a C#-based MCP server designed for interaction with FHIR servers, specifically targeting developers using FHIR R4 implementations. It supports a range of operations including CRUD, search, and FHIR transactions, and can be used with VS Code and Docker for setup.

k6-mcp-server

1

by MaximilianPMX

The k6-mcp-server is an event-driven server built to work with the k6 load testing tool. It processes and aggregates data through a core architecture based on the Model Context Protocol (MCP), enhancing coordination and data handling capabilities.

gitlab-mcp-server

1

by LuisCusihuaman

The GitLab MCP Server is designed to enhance interactions between GitLab and AI tools by providing seamless API integration. It offers advanced automation features and supports dynamic tool discovery for optimized workflows within GitLab projects.

openapi-mcp-server

1

by 3loc

OpenAPI MCP Server is a foundational project for building an MCP server with support for multiple communication protocols including Standard I/O, Server-Sent Events, and REST endpoints. It offers flexibility in operation modes using Docker and configuration via JSON files.

gitlab-kanban-mcp-server

1

by Sunwood-ai-labs

GitLab Kanban MCP Server is a Model Context Protocol server designed to manage GitLab Kanban board operations efficiently. It provides tools for task management, including creating, updating, and deleting tasks, as well as adding comments.

meshy-ai-mcp-server

1

by pasie15

Meshy AI MCP Server is designed to interact with the Meshy AI API, enabling users to generate and manipulate 3D models from text and images. It offers various tools for creation, retrieval, and streaming of tasks with real-time updates.

mcp-server-demo

1

by liqingdong

This project is a demonstration of a Model Control Protocol server utilizing Spring Boot and AI tools for intelligent service delivery. Key functionalities include number services and weather services with suggestions for expansion using external APIs.

spring-boot-ai-confluence-mcp-server

1

by BootcampToProd

This project is a Confluence MCP Server example leveraging Spring Boot AI to integrate with Confluence Cloud, allowing document management operations as services tested with MCP clients.

smallest-ai-mcp

1

by Akshay-Sisodia

The Smallest AI MCP Server connects the Waves API with MCP-compatible LLMs, focusing on speed and security for voice applications. It allows for seamless voice synthesis and voice cloning workflows.

mcp_sse_sample

1

by iuill

This is a sample MCP server project focused on demonstrating the use of Server-Sent Events (SSE) within the Model Context Protocol (MCP). It includes a variety of components such as message echo, addition, progress tracking, LLM sampling, and logging systems.

clickup-mcp-server

1

by imjoshnewton

The ClickUp MCP Server is a Model Context Protocol server that integrates with the ClickUp API to automate task and workspace management. It offers comprehensive task handling, workspace navigation, and markdown support, and is designed to integrate seamlessly with AI tools like Claude.

airi-android

1

by LemonNekoGH

Airi Android is a Model Context Protocol server designed to integrate Language Model applications with Android devices. It serves as a subproject of the airi project, facilitating seamless interaction between LLM services and Android functionalities.

mcp-server-axiom-js

1

by ThetaBird

The MCP Server for Axiom is a JavaScript implementation of the Axiom MCP server that allows AI agents to execute queries using the Axiom Processing Language. It is designed to work seamlessly with Node.js via npm, mirroring the original Go-based server's capabilities.

ILHealth-mcp

1

by david-aftergut

The Israel Health Data MCP Server provides access to the Israeli Ministry of Health data through a Model Context Protocol server, enabling efficient retrieval of data concerning medical services quality, child development, and more. It is designed to bridge the gap between the Ministry's API and MCP clients, offering various tools for data interaction.

baryhuang_mcp-server-any-openapi

1

by MCP-Mirror

This project is a scalable OpenAPI endpoint discovery and API request tool intended to support large OpenAPI documents through in-memory semantic search and endpoint-based chunking. It provides a fast and flexible server solution that integrates with Claude Desktop to process API requests efficiently.

jira-mcp

1

by MankowskiNick

This project provides a Model Context Protocol server to integrate JIRA and Zephyr with AI assistants like Claude, facilitating seamless task creation, management, and test execution through a standardized protocol.

mealserver

1

by D-C2211

The Meal Server is a Python-based Model Context Protocol (MCP) server that interfaces with TheMealDB API to access a vast collection of recipes. Users can search for meals using natural language through various criteria such as name, ingredient, category, and more. The server includes features for saving ingredients, accessing categories, and using predefined prompts for intuitive queries.

nextjs-mcp-server

1

by BitHighlander

This project is a Motion Control Protocol (MCP) server implemented using Next.js. It supports real-time communication through Server-Sent Events and provides a JSON-RPC compliant API for tool invocation. It is designed to integrate with Cursor as an external tool provider.

mcp-servers

1

by asbloom-py

The GitHub MCP Server is designed to facilitate interactions with the GitHub API, enabling users to manage repositories, perform file operations, execute advanced searches, and handle issues and pull requests efficiently. It offers comprehensive error management and supports batch operations while maintaining Git history.

developer

1

by tejpalvirk

The Developer MCP Server is a context management system tailored for software development teams to maintain and track project context, dependencies, and progress. It provides tools for session management, decision tracking, and milestone monitoring, enhancing continuity and efficiency in development workflows.

mcp-server-mlflow

1

by B-Step62

The MLflow Prompt Registry MCP Server accesses prompt templates managed in MLflow, facilitating their use in Claude Desktop. It implements the MCP Prompts specification to aid repetitive tasks and workflows.

allora-mcp-server

1

by allora-network

The Allora MCP Server provides a way to integrate Allora's prediction markets data into AI systems using the Model Context Protocol. This implementation facilitates seamless access to market predictions and inference data, enhancing AI workflows with standardized communication methods.

xero-mcp-server

1

by andyciggy

The Xero MCP Server is a Model Context Protocol server that enables seamless access to Xero's accounting and business features via standardized MCP commands. Key highlights include comprehensive contact and invoice management, and full compliance with MCP protocols.

mcp-devps-hub

1

by SBDI

MCP DevOps Hub is a Model Context Protocol (MCP) server designed to provide complete visibility into development processes by integrating tools such as Jira, GitHub, and CI/CD pipelines. It enhances team communication and code analysis while streamlining development workflows.

mcp-server-galaxy-tool

1

by goeckslab

This project is an MCP server that facilitates the management and utility functions related to Galaxy tool XML files, including validation and template generation. It is intended for use with the Cline extension in VSCode, requiring Python 3.8+ and UV for setup.

mage-mcp-server

1

by KhushiBaby

Mage.ai MCP Integration is a comprehensive solution for integrating Model Context Protocol with Mage.ai, enabling AI assistants to manage and automate data pipelines effectively. Key features include pipeline browsing, code editing, and execution of pipelines and blocks.

refine-prompt

1

by FelippeFarias

Refine Prompt is a tool that refines natural language prompts into structured instructions for large language models, leveraging advanced AI capabilities. It supports a range of tasks, enhancing prompt clarity and effectiveness.

RevitMCP

1

by XuXinran1011

RevitMCP enhances Revit with natural language interaction through the MCP protocol, boosting BIM modeling efficiency. It uses modern architectural patterns for scalability and integrates seamlessly with existing Revit systems.

mcp-graphql

1

by launchthatbrand

mcp-graphql is designed to enable interaction between large language models and GraphQL APIs, providing capabilities for schema introspection and query execution. It includes features like endpoint configuration and security measures to control mutation operations.

mcp-asset-gen

1

by jbrower95

The mcp-asset-gen tool facilitates generating image assets using OpenAI's GPT model, making it useful for game or web development by allowing Claude to communicate with OpenAI. It simplifies creating individual assets with user-defined specifications.

stacktrace-mcp

1

by antonybudianto

The stacktrace-mcp project provides a simple JavaScript Stacktrace MCP server that helps find the nearest error location from JavaScript bundles and checks for matches in the codebase without needing a sourcemap. It is useful for integrating with MCP-supported applications like VSCode Copilot.

tengfone_supabase-nextjs-mcp-server

1

by MCP-Mirror

The supabase-nextjs-server is a TypeScript Model Context Protocol server designed for NextJS, implementing a system for managing notes with features like creating notes and generating summaries. It demonstrates MCP concepts with tools and prompts that handle text notes effectively.

imagemagick_mcp_server

1

by Yoshino-Yukitaro

The Imagemagick MCP Server project is focused on integrating Imagemagick into the MCP infrastructure, allowing for image processing capabilities. It requires configuration steps to set up the server effectively.

mcp-daemonize

1

by mackee

mcp-daemonize is a server designed to facilitate the management of long-running daemons for AI agents, enhancing capabilities for starting, stopping, and monitoring development servers. Its standout features include real-time log access and automation of development workflows.

Sol_mcp_server_typescript

1

by KishorNaik

The Todo MCP Server is a project designed to implement a Model Context Protocol (MCP) server for managing to-do lists. Utilizing the FastMCP library, it offers AI agents structured tools to interact with existing Todo APIs, enabling dynamic and extensible task management capabilities without hardcoding knowledge.

homebrew-age-mcp-server

1

by rioriost

The AGE-MCP-Server is a server application designed to manage and analyze graph data using Apache AGE on PostgreSQL, especially leveraging Azure Database for PostgreSQL. It supports integration with tools like Claude and Visual Studio Code, making it versatile for development and data management tasks.

iac-memory-mcp-server

1

by punkpeye

The project is an MCP Server designed for the management and analysis of Infrastructure-as-Code (IaC) resources. It offers features such as CRUD operations, resource management, and analysis of infrastructure entities and relationships. The server facilitates development with configuration through environment variables and supports debugging with MCP Inspector.

mcp-github-reader-prod

1

by skydeckai

MCP GitHub Reader is a server application designed for large language models to access and analyze GitHub repositories using the Model Context Protocol. It features API-based interactions, repository analysis, and file retrieval with smart filtering, supporting efficient integration into language models.

mcp_server_code_assist

1

by abhishekbhakat

The mcp-server-code-assist is a Model Context Protocol server designed to facilitate code creation and modification through Large Language Models. It offers various tools to manage code files, enhancing productivity for developers.

neo4j-mcp

1

by ezedinff

The Neo4j MCP Server for Cursor allows users to interact seamlessly with Neo4j databases from the Cursor IDE. It provides tools for database connection, query execution, and information retrieval, utilizing the official MCP SDK for integration.

tibber-mcp

1

by linkcd

The Tibber MCP Server connects AI agents to Tibber's energy consumption data, allowing users to query and analyze their energy usage securely. It supports various interactions, such as pricing queries and consumption analysis.

mcp-searxng-enhanced

1

by OvertliDS

The MCP SearXNG Enhanced Server is an MCP server designed for seamless integration with SearXNG and modern MCP clients. It provides category-aware web search, website scraping, and date/time tools, offering robust features like automatic Reddit URL conversion, domain-based rate limiting, and in-memory caching.

gitlab-mcp-server

1

by owayo

GitLab-MCP-Server is a server that provides functionalities to connect with GitLab via the Model Context Protocol (MCP). It retrieves pipeline failures and merge request comments for AI assistants to facilitate automatic insights and actions, enhancing developer workflows.

linear-mcp

1

by jtrim

Linear MCP is an MCP server that enables LLM models to interact with the Linear API, allowing for programmatic management of issues through the MCP protocol. It is built to integrate seamlessly with LLM models and is currently a work in progress.

magento2-mcp-server

1

by dzmitry-vasileuski

The Magento 2 MCP Server is a protocol server that allows AI assistants to interact with Magento 2 stores via a standardized interface. It incorporates features like secure authentication, REST API integration, and robust resource handling to streamline operations.

611711Dark_mcp_calculate_server

1

by MCP-Mirror

The MCP Calculate Server is a powerful tool designed for symbolic and algebraic computations using the SymPy library. It supports operations such as calculus, equation solving, and matrix operations, providing advanced mathematical calculation capabilities.