Categories

GEO_MCP

by maflot

A Model Context Protocol (MCP) server for accessing GEO (Gene Expression Omnibus) data through NCBI E-Utils API.

local-process-intelligence-server

by mattialoszach

Local Process Intelligence MCP-Server for monitoring your system

local-RAG-backend

by suwa-sh

This is the backend for a RAG system that runs on Docker Compose. It registers documents in a wide range of file formats, which can be searched using the MCP server.

deep-code-reasoning-mcp

by navabbx23

Deep Code Reasoning MCP Server combines Claude Code and Google's Gemini AI for advanced code analysis. This powerful tool enhances your coding workflow with seamless integration and efficient debugging. 🛠️💻

mcp-server

by keboola

Model Context Protocol (MCP) Server for the Keboola Platform

golf

by golf-mcp

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

clinicaltrialsgov-mcp-server

by cyanheads

A Model Context Protocol (MCP) Server providing LLM tools for the official ClinicalTrials.gov REST API. Search and retrieve clinical trial data, including study details and more

quizAgent

by RidiculousBuffal

AI-empowered QuizAgent support OPENAI ,MCP Server ,SSO login

mcp-servers

by cploutarchou

Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces.

flutter_mcp_server

by Centinol-alt

Open-source Model Context Protocol (MCP) server for Dart & Flutter. Exposes SDK tools and project resources for AI-driven workflows, automation, and remote development

mcp_server_s3_download_files

by ENGRZULQARNAIN

This repository provides an implementation of a Model Context Protocol (MCP) server for AWS S3, enabling AI models, particularly Large Language Models (LLMs), to securely interact with S3 buckets. The server offers a standardized interface to list S3 buckets, list objects within buckets, and download file contents.

mcp_config_manager

by Sumedh1599

Generates and updates `claude_desktop_config.json` or compatible settings files for Claude Desktop and TypingMind based on server output paths and settings.

biothings-mcp

by longevity-genie

MCP (Model Context Protocol) server for biothings

aci

by Willis128

ACI.dev is the open source platform that connects your AI agents to 600+ tool integrations with multi-tenant auth, granular permissions, and access through direct function calling or a unified MCP server.

rulego-server

by rulego

A lightweight dependency-free workflow automation platform. Supports iPaaS, stream computing, MCP, and AI capabilities.

locust-mcp-server

by QAInsights

A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered development environments.

monkdb-mcp

by monkdbofficial

An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜

monkdb-mcp

by manohar9694

An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜

deep-research-mcp

by ali-kh7

A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.

TransformerBee.mcp

by Hochfrequenz

MCP server wrapper around transforrmer.bee aka edifact-bo4e-converter

deep-research-mcp

by pinkpixel-dev

A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.

ensembl-mcp-server

by effieklimi

A full-featured Model Context Protocol (MCP) server that exposes Ensembl’s REST API. Built using the TypeScript MCP SDK

gcp-mcp-server

by Zoroken123

GCP MCP Server provides a streamlined solution for managing cloud resources efficiently. Join the community and contribute to its growth! 🌟👩💻

mcp-server

by launchdarkly

LaunchDarkly's Model Context Protocol (MCP) Server

deep-code-reasoning-mcp

by haasonsaas

A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI

better-finder-mcp

by GitHamza0206

Replace Finder with an MCP server to search for your documents

UniProt-MCP-Server

by Augmented-Nature

A comprehensive Model Context Protocol (MCP) server providing advanced access to the UniProt protein database.

ChEMBL-MCP-Server

by Augmented-Nature

A comprehensive Model Context Protocol (MCP) server providing advanced access to the ChEMBL chemical database.

AlphaFold-MCP-Server

by Augmented-Nature

A comprehensive Model Context Protocol (MCP) server that provides access to the AlphaFold Protein Structure Database through a rich set of tools and resources for protein structure prediction analysis.

PDB-MCP-Server

by Augmented-Nature

A Model Context Protocol (MCP) server that provides access to the Protein Data Bank (PDB) - the worldwide repository of information about the 3D structures of proteins, nucleic acids, and complex assemblies.

har-mcp

by tjamet

A MCP server for parsing and analyzing HAR (HTTP Archive) files

argocd-mcp-server

by Antareepfgdher

# ArgoCD MCP ServerThis repository hosts the ArgoCD MCP Server, designed to enhance your GitOps workflows. Explore the code and contribute to the project! 🌟💻

mcp-privilege-cloud

by aaearon

A production-ready Model Context Protocol (MCP) server for CyberArk Privilege Cloud integration. Enables AI assistants and MCP clients to securely interact with privileged account management, safe operations, and platform configurations through 8 comprehensive tools.

f1-mcp-server

by Darakhsh1999

Formula-1 MCP server. Essentially a LLM wrapper around theOehrly/Fast-F1

Augmented-Nature-UniProt-MCP-Server

by Thiagomenezes12

Explore the Unofficial UniProt MCP Server, your gateway to advanced protein analysis with 26 specialized tools. Join the community and enhance your research capabilities today! 🐙🌟

bruvtools

by fcavalcantirj

🚀 Your Private App Platform - Deploy Node.js, Python, Go, Java & more to CapRover, AWS, GCP with one CLI. Features MCP integration for Cursor.com, smart collision detection, auto-SSL, and costs 80% less than Heroku. Transform any $5 server into your personal Vercel.

Augmented-Nature-ChEMBL-MCP-Server

by Augmented-Nature

A comprehensive Model Context Protocol (MCP) server providing advanced access to the ChEMBL chemical database.

Augmented-Nature-AlphaFold-MCP-Server

by Augmented-Nature

A comprehensive Model Context Protocol (MCP) server that provides access to the AlphaFold Protein Structure Database through a rich set of tools and resources for protein structure prediction analysis.

Augmented-Nature-PDB-MCP-Server

by Augmented-Nature

A Model Context Protocol (MCP) server that provides access to the Protein Data Bank (PDB) - the worldwide repository of information about the 3D structures of proteins, nucleic acids, and complex assemblies.

Augmented-Nature-UniProt-MCP-Server

by Augmented-Nature

A comprehensive Model Context Protocol (MCP) server providing advanced access to the UniProt protein database.

macos-tools-mcp-server

by tornikegomareli

A Model Context Protocol server that brings macOS system tools directly inside your LLM client. Monitor system performance in real-time, analyze resource usage, search files with advanced patterns, and manage file tags using native macOS APIs.

mcp-virusTotal-threat-analysis

by yxdm02

VirusTotal MCP Server是一个让AI结合威胁情报进行深入分析、基于 Model Context Protocol (MCP) 开发的 VirusTotal API 调用工具，为用户提供文件、IP地址、域名和URL的威胁情报查询功能，并将得到的数据喂给AI进行二次分析，提升威胁情报分析能力并给予处置建议。

mcp-server-platform

by BrandXX

Modern MCP Server Development Platform with UV, AI assistance, and comprehensive documentation

mcpcat-python-sdk

by MCPCat

MCPcat is an analytics platform for MCP server owners 🐱.

neurolink

by juspay

Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.

mcpcat-typescript-sdk

by MCPCat

MCPcat is an analytics platform for MCP server owners 🐱.

rag-app-on-aws

by genieincodebottle

Terraform-based Infrastructure as Code (IaC) for deploying complete AWS backend services, integrated with Google's free-tier Gemini Pro and Gemini Embedding models for AI powered document querying including Remote Streamable HTTP based Web Search MCP Server,streamlit UI..

agent-argocd

by cnoe-io

ArgoCD AI Agent powered by 1st Party MCP Server using OpenAPI Codegen, LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY Slim, Google A2A, MCP Server)

rust-docs-mcp-server

by Govcraft

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

groq-mcp-server

by groq

Groq MCP server

ffmpeg-mcp

by ZizoTheDev

An MCP server for FFmpeg

jmeter-mcp-server

by QAInsights

✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯

k6-mcp-server

by QAInsights

k6 MCP server

AIaW

by NitroRCr

AI as Workspace - A better AI (LLM) client. Full-featured, lightweight. Support multiple workspaces, plugin system, cross-platform, local first + real-time cloud sync, Artifacts, MCP | 更好的 AI 客户端

compound-mcp-server

by groq

Groq Compound Beta MCP Server

Dive-APP

by cablate

Dive-APP is a Flutter-based mobile application that brings your own powerful AI agents to your pocket via connect your own MCP-Client.

mcpr-cli

by mcpr

⚙ A CLI for setting up and controlling Minecraft servers.

symbolica-mcp

by YuChenSSR

for symbolic computation and mathematical calculations, especially quantum computing

md-pdf-mcp

by seanivore

Markdown To PDF Conversion MCP

google-cloud-mcp

by krzko

🤖 A Model Context Protocol (MCP) server for Google Cloud

GUARDRAIL

by nshkrdotcom

GUARDRAIL - MCP Security - Gateway for Unified Access, Resource Delegation, and Risk-Attenuating Information Limits

tfmcp

by nwiizo

🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. ⚡️

sdk

by settlemint

Integrate SettleMint into your application with ease.