Developer Tools MCP Servers

ifly-spark-agent-mcp

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by iflytek

The ifly-spark-agent-mcp project is a straightforward implementation of an MCP Server to automate task chains on the iFlytek SparkAgent Platform. It supports local debugging and integration with MCP clients, allowing seamless operations using available tools.

mcp-server-go

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by shaneholloman

MCP Server Go is a library providing a Go implementation for the Model Context Protocol (MCP), facilitating the connection of LLM applications with external data sources and functionalities. It is designed to be fast and simple, allowing rapid development of MCP servers.

pipefy-mcp-server

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by gbrlcustodio

Pipefy MCP is designed to integrate and manage Pipefy resources directly through an IDE with safety features. It is open-source, providing a secure and efficient way to create and update Pipefy resources.

Resume-Analyzer-Agent

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by MohammadWasiq0786

This project enables users to upload and analyze resumes, identify skill gaps, fetch matching jobs from LinkedIn and Naukri, and integrate with external tools through a FastMCP Server. It leverages EURI AI for analysis and Apify for job fetching within a modular and scalable environment.

oci-mcp-server

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by rohit1223

oci-mcp-server is a Python-based MCP server designed to manage Oracle Cloud Infrastructure API Gateways. It features integration with LLM clients and provides both programmatic and natural language interaction with OCI resources. Ideal for automating API Gateway management within the OCI environment.

mcp-github-cli

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by michaelneale

The mcp-github-cli project is an MCP server offering focused GraphQL and REST API tools for seamless interaction with GitHub. It provides powerful utilities to query GitHub data and execute RESTful operations efficiently.

mcp-sequentialthinking

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by zalab-inc

The Sequential Thinking MCP Server provides a scaffold for structured problem-solving, allowing users to break down complex issues into actionable steps. Its standout feature is the ability to dynamically adjust and refine thought processes as understanding evolves.

Documentation-MCP

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by sagacious-satadru

The Documentation MCP Server is designed to enhance AI assistants like Claude, allowing them to search and access documentation from well-known libraries through a standardized protocol. It uses smart extraction techniques to provide contextually relevant information directly within AI conversations.

mcp-basic-architecture

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by rezawr

LangGraph MCP Server is a modular implementation of a Model Context Protocol server designed for LangGraph documentation. It emphasizes clean architecture principles to ensure maintainability, extensibility, and scalability.

mcp-server

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by agentset-ai

Agentset MCP is an MCP server for the Agentset platform, aimed at developers creating intelligent document-based applications. It offers various configuration options and extensive online documentation.

charts

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by Austin-TB

The Chart Generator MCP server is a tool designed to generate charts from input data using natural language. It is built using the MCP Python SDK and allows dynamic chart creation.

mcp-server-flipt

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by flipt-io

Flipt MCP Server is a Model Context Protocol server that facilitates AI interactions with feature flags, providing capabilities to manage and evaluate flag settings. It is designed for integration with various AI assistants and can be deployed using multiple methods including Docker and Node.

Figma-Context-MCP

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by ArticPenguin

The Figma MCP Server allows a seamless integration between AI-powered coding tools and Figma design files. By utilizing the Model Context Protocol, it enhances design accuracy and coding efficiency by providing relevant design data while minimizing excess information.

mcp-server-meraki-donottrust

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by yujiterada

The Meraki MCP Server enables AI assistants to integrate and manage Meraki network capabilities using the Meraki Dashboard API. It provides seamless network management integration while planning to incorporate TypeScript and enhance security features.

devcontext

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by Rathesh2727

DevContext is a cutting-edge MCP server that provides continuous, project-centric context awareness for developers. It evolves with your project, offering highly relevant context and insights to improve codebase understanding and task management.

aep-mcp-server

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by aep-dev

The AEP MCP Server is a tool designed to assist API developers by generating resources and tools compliant with the Model Context Protocol from AEP-compliant APIs. Its main function is to enable the creation, deletion, and updating of API resources through MCP tools.

PhialsBasement_Pagespeed-MCP-Server

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by MCP-Mirror

The PageSpeed MCP Server is a Model Context Protocol server that integrates with AI assistants to provide detailed web performance analysis using Google's PageSpeed Insights API. It supports various analyses, including performance metrics, SEO, accessibility, and best practices evaluations.

mcp-units

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by sellisd

MCP Cooking Units Converter is an MCP server designed for converting cooking units. It supports conversions for volume, weight, and temperature. The server can be integrated with VSCode extensions to enhance functionality.

cdk-serverless-mcp-server

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by eleva

This project sets up a simple MCP server using AWS Lambda and AWS CDK. It offers basic functionality like HTTP endpoints for JSON-RPC interaction and supports local testing with Jest. The project is inspired by existing work on MCP integration with AWS.

remote-mcp-server-with-stainless

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by dackerman

This project involves setting up a remote Model Context Protocol (MCP) server on Cloudflare Workers, featuring OAuth login. It allows integration with tools such as MCP Inspector and Claude Desktop for exploration and interaction with the server.

runbook-mcp-server

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by runbookai

Runbook MCP Server facilitates running operational and test runbooks from Claude Desktop. It offers integration with various MCP servers such as GitHub, Slack, and Kubernetes, supporting environment and variable substitution to streamline processes.

limesurvey-mcp

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by edgarrmondragon

The LimeSurvey MCP Server is designed to facilitate the management of LimeSurvey surveys and responses. It is configured to work seamlessly with MCP clients and requires user configuration for instance URL, username, and password.

omi-mcp

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by fourcolors

The Omi MCP Server is a Model Context Protocol server designed to work with the Omi API, facilitating the management of conversations and memories. It can be integrated with platforms like Claude and Cursor and offers built-in tools for efficient data handling and logging capabilities for monitoring server activity.

wcgw

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by lekt9

This project provides tools to empower chat applications like Claude and ChatGPT to perform coding, building, and running tasks on local machines. It offers a shell and coding agent MCP server setup, facilitating operations on macOS for Claude and Linux or macOS for Chatgpt, with special modes and protections for efficient task execution.

custom-context-mcp

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by omer-ayhan

The Custom Context MCP Server is designed to structure and extract data from text using JSON templates. It offers tools to transform text to JSON, enabling the organization of AI-generated text into structured formats. The server is optimized for text-to-JSON transformations and supports development and debugging features like hot reloading and visual debugging.

Mcp_Server

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by maliabhi23

This project is a Flask-based MCP server designed to bridge API communications to GitHub. It handles incoming POST requests to retrieve GitHub user information, with built-in error handling for various scenarios.

mcpserve

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by mark-oori

MCP Serve is a tool for effortlessly running Deep Learning models, using a simple server supporting Shell execution, Ngrok connectivity, and Docker hosting. It integrates with technologies like Anthropic and OpenAI for advanced AI operations.

hyperspell-mcp

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by hyperspell

The project involves configuring and running a Hyperspell MCP server with environment settings for token authentication and resource exposure. It also details using the inspector for development purposes.

akshare_mcp

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by wukan1986

The akshare_mcp project is an MCP Server wrapping the AKShare data interface, allowing easy access to thousands of interfaces not fully offered on Github. Users need to configure the interfaces to manage resource consumption effectively.

consul-mcp-server

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by 3loka

The Consul MCP Server is designed for managing and analyzing microservices architectures through HashiCorp Consul using Anthropic's Model Control Protocol (MCP). By utilizing natural language interaction, it provides insights, diagrams, and diagnostic recommendations.

Gemini-Data-Analysis-Research-MCP-Server

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by falahgs

Gemini Data Analysis & Research MCP Server leverages Google's AI for advanced data analysis, research generation, and automated communications. It integrates analysis, reporting, and professional email delivery, enhancing research efficiency and stakeholder engagement.

buildkite-mcp

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by Drew-Goddyn

Buildkite MCP Server is a microservice designed to provide access to Buildkite information using the Model Context Protocol. It supports a variety of endpoints for managing organizations, pipelines, and builds, and integrates with the Cursor platform for seamless server operation.

openai-mcp

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by jezweb

This project provides an MCP server to integrate OpenAI's DALL-E API for image generation, specifically built to work with Roo Code and other MCP-compatible AI assistants. It offers comprehensive support for all API options, enabling precise control over image generation.

catalog-api-mcp-server

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by davidlbl

The catalog-api-mcp-server is a prototype tool designed to validate or manage the status of projects and components. It requires configuration within Visual Studio Code and an MCP server start to interact with tools locally. The project provides a flexible interaction method with helpful documentation links.

freedmcpcamp

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by gabeosx

The Freedcamp MCP Server is an MCP implementation designed for managing Freedcamp tasks, with functionalities to create, update, and delete tasks. It supports environments with Node.js and TypeScript and integrates with IDEs using server configuration.

github-mcp-server

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by HuangZeLinCute

This project is an MCP server that facilitates GitHub API search operations. It requires the use of a project management tool for easy dependency management and includes instructions for client integration.

PlaybookMCP

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by xuezhaojun

PlaybookMCP is an MCP server facilitating the collaborative management and sharing of playbooks, enabling teams to efficiently utilize and update task instructions across various programming tools. It supports collaborative editing, version control, and immediate sharing to enhance team productivity.

waldur-mcp-server

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by waldur

Waldur MCP server is designed to enable the integration between Waldur and Claude Desktop, using the Model Context Protocol. It facilitates direct interaction between Claude and the Waldur instance, supporting configuration and debugging while running over stdio.

uptodoc

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by jlg-formation

uptodoc is a lightweight MCP server designed to enhance IDE-integrated AI agents by providing up-to-date documentation. It supports tools like GitHub Copilot by offering custom library and framework data for more accurate coding suggestions.

lightning-tools-mcp-server

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by getAlby

The Lightning Tools MCP Server allows interaction with lightning addresses and other common lightning tools utilizing LLM. It integrates well with the NWC MCP Server and relies on the official MCP TypeScript SDK.

blogger-mcp-server

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by niyonabil

The blogger-mcp-server project is a Model Context Protocol server for interacting with the Blogger API, allowing AI models to perform operations such as listing, searching, and managing posts on Blogger. It supports deployment on platforms like Vercel and Docker, with known limitations on blog creation and label management.

docs-mcp-server

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by vikramdse

The Library Docs MCP Server is designed to search and retrieve documentation from popular libraries for integration with LLM models. It ensures developers have access to the latest updates by fetching real-time documentation.

TransformerBee.mcp

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by Hochfrequenz

TransformerBee.MCP is a proof-of-concept MCP server for the transformer.bee project, offering deployment options via Python package or Docker image. It serves as a tool to facilitate Model Context Protocol integrations using supporting libraries.

figma-mcp

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by sanjeev23oct

The Figma MCP Server provides a seamless connection between Figma and React, optimizing design-to-implementation workflows. It processes and converts Figma files into React-compatible structures, focusing on style and layout fidelity.

MCP-server-readability-python

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by jmh108

The Mozilla Readability Parser MCP Server is a Python implementation designed to extract and convert webpage content into clean, Markdown format, optimizing it for large language model processing. It is based on the Readability algorithm, aiming to remove non-essential content like ads and navigation for consistent Markdown conversion.

keycloak-mcp-server

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by sshaaf

The Keycloak MCP Server leverages Quarkus to function as a Model-Context Protocol server. It is specifically designed to integrate with Keycloak for effective identity and access management, offering a scalable and robust solution.

python-interpreter-mcp

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by bimalpaudels

The python-interpreter-mcp is an experimental server that executes Python scripts using the MCP protocol, focusing on isolation and reproducibility through subprocess execution. It is designed for controlled environments and requires cautious use due to its ability to execute arbitrary code.

clj-kondo-MCP

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by Bigsy

The clj-kondo MCP Server is a Model Context Protocol server that extends clj-kondo's linting capabilities to Clojure-related files through MCP tool calls. It supports extensive analysis features and allows for direct configuration of the linting environment.

CyberShield-MCP

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by jmatias2411

CyberShield MCP is a comprehensive MCP server designed for autonomous security defense on Windows systems, providing AI-supported tools and diagnostics. It offers secure control through platforms like Claude Desktop and LangChain agents, and facilitates easy integration and deployment via FastAPI and Docker.

forgejo-mcp

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by goern

Forgejo MCP Server is a plugin that integrates Forgejo with MCP systems for streamlined command execution and repository management through a chat interface. It supports various operations such as repository, branch, and issue management, enhancing software development workflows.

adb-mcp-server

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by nhungbeo

The ADB MCP Server is a Model Context Protocol server designed to manage ADB connections and interact with Android devices, allowing device management, screenshot capture, UI element inspection, and ADB command execution.

elastic-semantic-search-mcp-server

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by jedrazb

This project offers a Python-based MCP server designed for executing semantic searches using Elasticsearch, specifically for Search Labs blog posts. It guides users through setting up the server, configuring Elasticsearch, and integrating the service with other applications, demonstrating its functionality and integration potential.

1nce-mcp-server

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by 1NCE-GmbH

The 1NCE IoT Platform MCP Server is a Model Context Protocol server enabling AI agents to manage IoT connectivity through natural language interactions. It connects with the 1NCE API to provide streamlined access to IoT management functions such as order and SIM management, using secure token-based authentication.

craftgate_mcp_server

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by semihshn

The Craftgate project is an MCP server that integrates with the Craftgate payment platform to manage payment processes via a Spring Boot application. It enables querying and reporting on transactions while supporting MCP environments for streamlined operation.

skate-goat

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by Skate-Org

The Skate AMM Agent <> Goat SDK project is an MCP server designed to facilitate transactions using a wallet through various blockchain RPC providers. It supports integration with Skate SDK and Goat SDK, streamlining the process of building and running an MCP server with custom configurations.

NexusHub

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by webdevtodayjason

NexusHub is an MCP server designed to connect Claude AI to various external services, enhancing its capabilities with tools for filesystem access, database management, and integration with platforms like GitHub and Brave Search. It offers a modern dashboard, dual interface support, and easy integration through Docker.

plainsignal-mcp

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by plainsignal

The project is an MCP server for PlainSignal analytics, providing tools to retrieve reports and metrics. It supports installation via npm and allows configuration through environment variables, offering flexibility and ease of use.

MultiServerMCP

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by arrenxxxxx

MultiServerMCP is a server framework designed for AI assistants, enabling robust client communications through multiple connections in SSE mode. It offers comprehensive tool and permission management, ensuring efficient operation and easy integration with the MCP protocol.

deepsource-mcp-server

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by sapientpants

The DeepSource MCP Server facilitates integration with DeepSource's code quality analysis for AI assistants. It provides features such as retrieving code metrics, managing quality thresholds, and security compliance reporting, enhancing the interaction between AI and code quality tools.

promptz-mcp

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by cremich

The promptz.dev MCP Server allows users to access prompts from the promptz.dev API directly within Amazon Q Developer, improving workflow efficiency. It offers functionalities to search and execute prompts and project rules, while ensuring secure and read-only access.