Developer Tools MCP Servers

MCP-toolhouse

3

by SecretiveShell

MCP Toolhouse is an MCP server facilitating access to the Toolhouse platform's tools. It supports installation via Smithery and requires specific environment configurations for manual setup.

llm-bridge-mcp

3

by sjquant

LLM Bridge MCP is a platform that enables AI agents to interact with multiple large language models using a standardized interface. It supports various LLM providers and allows for seamless switching and concurrent usage, offering type safety, validation, and usage metrics.

medadapt-content-server

3

by ryoureddy

MedAdapt Content Server is a specialized MCP server for enhancing AI-assisted learning in the medical field by integrating with Claude Desktop to provide tools for retrieving and analyzing educational content from PubMed and NCBI Bookshelf.

testrail-mcp

3

by sker65

The TestRail MCP Server enables standardized interaction with TestRail's core entities via the Model Context Protocol. It supports authentication with the TestRail API and is compatible with multiple MCP clients. The server is designed for seamless use in various environments.

mcp_calculate_server

3

by 611711Dark

The MCP Calculate Server is a mathematical computation service using the MCP protocol and SymPy library. It offers features for symbolic computation such as algebraic, calculus operations, and more, making it a versatile tool for math-related tasks.

Ads-manager-mcp-server

3

by amekala

The Amazon Ads Manager MCP Server is designed to facilitate the management and analysis of Amazon Advertising data. It offers real-time analytics, secure API key authentication, and natural language querying through integration with the Claude Desktop App, using a pre-configured connection to a PostgreSQL database.

apimatic-validator-mcp

3

by apimatic

This project offers a Model Context Protocol Server specifically for validating OpenAPI specifications using APIMatic's API. It supports OpenAPI versions 2.0 and 3.0 formats and integrates seamlessly through MCP, allowing easy validation processing.

qiita-mcp-server

3

by 2bo

The Qiita MCP Server allows AI agents to interact with the Qiita API, enabling the creation, reading, and updating of articles. It implements the Model Context Protocol to standardize these interactions with Qiita's knowledge-sharing platform.

watercrawl-mcp

3

by watercrawl

WaterCrawl MCP is a Model Context Protocol server that gives AI systems the ability to perform web crawling, scraping, and search tasks. It offers integration with AI assistants and supports command-line options for configuration and testing. The project is open to contributions.

mcp-repo2llm

3

by crisschan

MCP-Repo2LLM is an MCP server that transforms code repositories into formats optimized for Large Language Models (LLMs). It enhances code analysis and generation by improving handling of metadata, context preservation, and multi-language support, bridging traditional code with modern AI tools.

mcp-lexware-office

3

by JannikWempe

The Lexware Office MCP Server is designed to integrate seamlessly with Lexware Office to manage business operations using the Model Context Protocol. It offers tools for handling invoices, contacts, and posting categories efficiently.

metasearch-mcp

3

by YeonwooSung

metasearch MCP server is designed for flexible search functionalities using the Tavily API, providing detailed search results in various formats. It's deployable in different environments including Docker and is configurable for use on different operating systems.

todoist-mcp-server-cf

3

by deepakjois

This project is a simple proof-of-concept MCP server designed to interact with Todoist, using OAuth for authentication and hosted on Cloudflare. It currently supports a single tool with the possibility for future expansion.

flux

3

by asrvd

Flux is an AI-based AO tool that integrates with existing development tools using an MCP server. It emphasizes natural language to run and create AO code and can integrate with existing AI dev tools like Cursor, Windsurf, and Claude. It offers local and remote setup options for ease of use.

cumulocity-mcp-server

3

by Cumulocity-IoT

Cumulocity MCP Server is a Python-based solution to interact with the Cumulocity IoT platform via the Model Control Protocol. It facilitates operations like device management, measurements, and alarm handling, integrating seamlessly with platforms like Claude Desktop.

harvest-mcp-server

3

by taiste

The Harvest MCP Server integrates with the Harvest API to facilitate project and time management tasks. It connects with AI assistants like Claude, enabling them to interact with users' Harvest accounts for enhanced productivity. The server supports time and project management functionalities.

Bitrix24_MCP_Server

3

by OneAtDrt

Bitrix24 MCP Server is a server application offering a REST API for Bitrix24 CRM interaction using the MCP architecture. It allows full access to CRM entities, supports client-side data formatting, and includes logging and error handling capabilities.

webapi-mcp-server

3

by yinzhouzhi

The WebAPI MCP Server allows for the transformation of traditional web APIs into Model Context Protocol (MCP) tools. It facilitates easier integration with traditional business systems and model call precision with robust security management via request headers.

Gantt-server

3

by Moss-G

The project is a Model Context Protocol (MCP) server dedicated to managing Gantt charts. It allows AI assistants to handle Gantt chart projects and tasks efficiently with features like project creation, task management, and interactive visualization.

beam-mcp-server

3

by souravch

The Apache Beam MCP Server is an advanced tool for managing Apache Beam data pipelines across various runners, offering a standardized API compliant with the Model Context Protocol. It supports AI integration, multiple runners, and is production-ready with Docker and Kubernetes support.

code-review-mcp-server

3

by Orcus2021

The Code Review MCP Tool is a Model Context Protocol server for automated code review, providing comprehensive comments on GitHub pull requests. It integrates with Notion for guideline retrieval and offers both default and customizable review guidelines, focusing on style and quality standards.

uniprot-mcp-server

3

by TakumiY235

The UniProt MCP Server provides AI assistants with direct access to comprehensive protein information from UniProt. It supports batch processing, efficient caching, and thorough error handling, making it a reliable tool for protein data retrieval. Built with the MCP Python SDK, it offers seamless integration for fetching protein details using the UniProt accession numbers.

mcp-kroki

3

by tkoba1974

The MCP Kroki Server allows users to convert various diagram formats into SVG and other file formats using Kroki.io. It supports tools to generate URLs for diagrams and download them directly to a local file.

mcp-postman

3

by freebeiro

The Postman MCP Server is designed to facilitate API testing and management by enabling Claude AI to work with Postman collections and environments. It provides methods for creating, retrieving, and running API collections, making it a valuable tool for developers involved in API workflows.

mixpanel-mcp-server

3

by moonbirdai

The Mixpanel MCP Server is designed to integrate Mixpanel analytics into AI workflows via the Model Context Protocol. It allows tracking of events, page views, and user actions, providing a robust solution for AI-driven data analytics and insights.

notion-mcp-server

3

by SAhmadUmass

The Notion MCP Server is designed to integrate Notion with Claude and other language models, providing functionalities such as searching, retrieving, and updating Notion pages and databases. It allows users to automate their workflow within Notion using a Model Context Protocol server.

mcp-server-scikit-learn

3

by shibuiwilliam

This is a Model Context Protocol server tailored for Scikit-learn, providing standardized interaction with models and datasets. Key features include model training, evaluation, and data preprocessing.

Inbox-MCP

3

by darinkishore

Inbox MCP is a tool that transforms your inbox into an intelligent assistant, allowing automated email management through conversational language. It supports various services and offers features like quick email categorization and batch processing, aimed at reducing cognitive load.

latex-mathml-mcp-server

3

by HappyAny

The LaTeX to MathML MCP Server converts LaTeX mathematical expressions into MathML using a Model Context Protocol. It offers both tool-based and resource-based conversion, is lightweight, and integrates easily with MCP clients.

mcp-nexus-server

3

by nexus-xyz

The Nexus MCP Server facilitates AI agents' interaction with the Nexus blockchain via the Model Context Protocol. It provides tools for accessing and managing blockchain data, supporting integration with any MCP-compatible AI systems. Key features include data querying, transaction management, and event monitoring.

mssql-mcp

3

by HuaLuAI

MSSQL MCP Server is designed for database interaction and business intelligence, allowing users to execute SQL queries and analyze business data. It offers automated insights and integrates easily with various environments, aiding in efficient data management and analysis.

concrete-properties-mcp

3

by GreatApo

The Concrete-Properties-MCP Server is an MCP server designed for the analysis of reinforced concrete sections. It offers an AI-driven, unified API interface to calculate section properties and capacities using the Concrete Properties library. The server supports extensive concrete and reinforcement material options.

mcp-server-flomo

3

by xianminx

Flomo MCP Server is designed to facilitate note-taking in Flomo through the use of natural language commands. It integrates with AI chat platforms, allowing users to create and organize notes seamlessly.

metabase-mcp

3

by cheukyin175

The Metabase MCP Server connects AI assistants with the Metabase analytics platform, providing tools for resource access, data execution, and improved interaction through structured data formats and authentication methods. This server enhances analytical capabilities by facilitating AI-driven conversations with analytics data.

bioos-mcp-server

3

by GBA-BI

Bio-OS MCP Server is a tool that facilitates workflow management and Docker image building via a Model Context Protocol. It offers both standalone and cloud deployment options, with robust integration with VSCode through the CLINE extension.

local-mcp-server-tutorial

3

by 7nohe

This project is a tutorial for creating a local Model Context Protocol (MCP) server. It provides step-by-step instructions for setting up, implementing, and debugging an MCP server, along with guidance on publishing the server for use with clients like Claude Desktop.

nr-mcp

3

by ducduyn31

The nr-mcp project aims to provide an MCP server that enables AI agents to query New Relic, facilitating the debugging of incidents. It includes tools for users and developers, including setup instructions and development resources.

youtube-mcp-server

3

by coyaSONG

The YouTube MCP Server is designed to facilitate interaction with YouTube data via a Model Context Protocol. It enables advanced video querying and analysis through a standardized interface, and offers various tools for enhanced content management.

Translationx-mcp-server

3

by Deep-Intelligent-Pharma

TranslationX MCP Server is a Python-based Model Context Protocol Server aimed at simplifying the translation workflow. It utilizes the 'uv' tool for managing Python virtual environments and integrates with other platforms through configuration settings.

confluence-wiki-mcp-server-extension

3

by WindieChai

The Confluence Wiki MCP Server Extension is a VSCode/Cursor extension designed for seamless integration with Confluence Wiki. It enables users to fetch and convert Wiki content to Markdown through an MCP Server, ensuring secure credential management.

mcp-workflowy

3

by danield137

The Workflowy MCP is a server application designed to enable AI assistants to programmatically interact with Workflowy lists via the Model Context Protocol (MCP). It features integration with Workflowy, allowing operations like searching, creating, and updating list nodes, making it a powerful tool for project management automation.

mcp-server-diff-typescript

3

by tatn

This project is a Model Context Protocol server built with TypeScript, designed for generating unified diffs between two text strings, which aids in text comparison and analysis.

mcp-jira

3

by vurtnec

MCP Jira is a Model Context Protocol (MCP) server specifically designed for Jira Cloud products, enabling features such as searching and reading Jira issues. The server supports seamless integration with Jira Cloud but not with Jira Server or Data Center deployments.

FEA-MCP

3

by GreatApo

The FEA-MCP Server is designed to facilitate AI-driven Finite Element Analysis by providing a unified interface to interact with FEA software such as ETABS and LUSAS. It supports geometric modeling and other core functionalities, enabling seamless integration with various AI clients.

mcp-server-mathematica

3

by texra-ai

The Mathematica MCP Server allows Model Context Protocol clients to execute and verify Mathematica code, facilitating complex mathematical tasks. It integrates with various clients, enabling them to utilize the capabilities of Mathematica for enhanced computation and derivation verification.

payman_mcp

3

by hrishi0102

Payman API MCP Server is an implementation allowing AI assistants to interact with Payman AI's payment services. It supports creating payees, sending payments, and checking balances while ensuring secure and seamless integration through MCP standards.

mcp-backstage-example

3

by evanshortiss

The project showcases how to implement a Model Context Protocol server that interacts with a Backstage instance. It includes a sample agent framework demonstrating server communication, making it a useful tool for developers using LLMs and Backstage.

stdout-mcp-server

3

by amitdeshmukh

The stdout-mcp-server is a Model Context Protocol server designed to capture and manage stdout logs via a named pipe system, making them accessible for debugging and real-time monitoring. It supports cross-platform use and offers features such as log filtering, configurable history, and retrieval through MCP tools.

quick-chart-mcp

3

by datafe

Quick Chart MCP Server is a Model Context Protocol server designed to provide seamless interaction with the Quick Chart tool. It allows users to retrieve chart images and install the Quick Chart service locally through a standardized interface.

drone-ci-mcp

3

by madappa-sharath

drone-ci-mcp is an MCP server designed to interface with Drone CI, providing read-only access to build information and logs. Its focus is on integrating build details into the Model Context Protocol for enhanced data accessibility without write permissions.

MCP_MetaBase

3

by sazboxai

The Metabase MCP Server facilitates interaction between AI assistants and Metabase, enabling database exploration, metadata retrieval, and action execution through a secure and web-accessible API. It includes features like relationship visualization and Docker support.

agile-planner-mcp-server

3

by cyberlife-coder

Agile Planner MCP Server is an AI-powered solution that simplifies the creation of agile backlogs by automating their generation from a plain English description. It is designed for integration with various development environments and ensures a structured, organized approach to backlog management.

git-mcp

3

by kjozsa

Git MCP is a Model Context Protocol (MCP) server designed for managing Git operations on local repositories. It features several methods for handling tasks like listing repositories, tagging, and syncing with remotes. The server can be installed via Smithery or manually using uvx.

github-pr-mcp

3

by shaileshahuja

GitHub PR Comments MCP Server is an MCP server that retrieves comments from GitHub Pull Requests using a personal access token. It employs the GitHub API and Octokit library, returning results in a structured JSON format, making it useful for tools requiring pull request comment data.

backlog-mcp-server

3

by fleagne

The Backlog MCP Server is an implementation integrating Backlog API functionalities to manage projects, issues, and wikis through an MCP server approach. It supports various operations like getting, adding, updating, and deleting resources and is extendable to include new tools.

fusion-mcp-server

3

by Joe-Spencer

The Fusion 360 MCP Server allows AI assistants to interact with Autodesk Fusion 360 using the Model Context Protocol. It enables tasks like accessing design elements, creating and modifying them, and receiving CAD-specific prompts. Installation guidance and testing utilities are provided.

mcp-mindmesh

3

by 7ossamfarid

MCP MindMesh is a server that orchestrates multiple Claude 3.7 Sonnet instances using swarm intelligence inspired by quantum principles. It focuses on achieving coherent and accurate responses through the coordination of specialized agents.

Terraform-MCP-Server

3

by jashkahar

The Terraform MCP Assistant is a server that leverages natural language processing to interact with Terraform operations. It simplifies infrastructure management by allowing users to give commands in plain English, offering features like execution plan visualization and error handling.

shortcut-mcp

3

by zekus

The Shortcut MCP Server is designed to interact with the Shortcut platform, facilitating operations like viewing and creating projects and stories. It emphasizes safety with read-only and creation operations, ensuring no updates or deletions can occur.

yellhorn-mcp

3

by msnidal

Yellhorn MCP is a Model Context Protocol server that integrates with Gemini and OpenAI to provide advanced software development capabilities. It supports the creation and evaluation of detailed workplans directly through GitHub, while controlling codebase context and utilizing Google Search for enhanced grounding.