Discover Awesome MCP Servers

uk-ai-bill-compliance-mcp

MCP server for UK AI Bill 2026 compliance, implementing a 5-principles framework (Safety, Transparency, Fairness, Accountability, Contestability) to help audit and classify AI systems.

AACT Clinical Trials MCP Server

Provides AI assistants with direct query access to the AACT (Aggregate Analysis of ClinicalTrials.gov) database, allowing structured retrieval and analysis of clinical trial data.

DeepSeek Reasoner MCP

향상된 버전의 "순차적 사고" MCP

vision-bridge-mcp

Enables text-only AI agents to analyze and transcribe images via Gemini, letting them understand screenshots, diagrams, and photos without manual copying.

BundlerMCP

Enables agents to query information about gems in a Ruby project's Gemfile, including source code and metadata.

EmailInABox MCP Server

Enables private email hosting provisioning and management via MCP tools, including domain deployment, mailbox creation, DNS configuration, tracked email sending, and analytics.

cro_pe_cadastro

Read-only MCP server for querying the Pernambuco Regional Council of Dentistry (CRO-PE) registration database via official sources, enabling verified professional status checks through natural language.

AI Fuzz Testing MCP Server

A Model Context Protocol server for LLM fuzzing and testing, providing secure access to multiple AI providers through a standardized interface.

Modular RAG MCP Server

A modular RAG framework exposing MCP tools for hybrid document search, enabling AI assistants to query private knowledge bases with multimodal support and full observability.

MCP Agent Skills Server

A production-ready MCP server that equips AI agents with dynamic, persistent, and executable skills. It enables secure script execution and progressive disclosure to reduce context window usage.

repo-explorer-mcp

Enables LLM-driven repository exploration by exposing an explore_repository tool over stdio, using codebase memory and ripgrep/rtk search to navigate and analyze codebases.

AWS Terraform MCP Server

A containerized Model Context Protocol server that enables using natural language to develop AWS infrastructure with Terraform, offering best practices guidance, security scanning with Checkov, and access to AWS provider documentation.

Vanna AI MCP Server

An MCP server that allows AI assistants to query databases using natural language by leveraging Vanna AI. It supports secure SSH tunneling, model training on database schemas, and persistent storage of SQL patterns via ChromaDB.

OpenBanking MCP Server

An MCP server that integrates with local Ollama LLMs to provide financial analysis through four specialized agents (Market Analyst, Portfolio Manager, Risk Analyst, and Explainability Agent) with comprehensive banking tools.

wisp-mcp

A Model Context Protocol server that connects to a WISP game panel, letting AI clients inspect and manage game servers (state, files, console, backups, databases) with read-only defaults and opt-in capabilities.

Treasure Data MCP Server

An MCP server for interacting with Treasure Data API, allowing users to retrieve database information and check server status through natural language queries.

OpenTelemetry Collector MCP Server

MCP 도구를 통해 수신기, 프로세서, 내보내기를 추가, 제거 및 구성할 수 있도록 OpenTelemetry Collector의 동적 구성을 가능하게 하는 MCP 서버 구현.

IMS MCP Server

Exposes the Integrated Memory System (IMS) capabilities, including session management, memory storage, and RAG-based context search, via the Model Context Protocol. It allows MCP-aware clients to interact with IMS backends to maintain long-term memory and context across sessions.

Whoop MCP Server

Enables users to access Whoop biometrics including recovery, sleep, and strain scores while facilitating activity logging and device management. It allows for seamless interaction with health data to set alarms, update weight, and track activities through natural language commands.

mcp-revelor

Connects AI assistants to Revelor e-shop analytics, search configuration, and recommendations, enabling both reading and optional writing for e-shop data.

MCP Examples Project

A demonstration project that implements a Model Context Protocol (MCP) server with example tools for calendar, task management, and weather functionality in a Docker container.

Instagram Video Downloader MCP Server

프로그래밍 방식으로 Instagram 비디오를 지정된 로컬 경로에 다운로드하고 진행 상황을 추적할 수 있는 경량 MCP 서비스입니다.

io.github.Evin009/smartrent-mcp

An MCP server that enables Claude to control SmartRent smart home devices such as locks, thermostats, light switches, and sensors through natural conversation.

WFGY MCP Server

Enables real $1M-level reasoning through MCP protocol integration with Augment, providing tools for AI problem diagnosis, semantic analysis, and workflow optimization.

Tribunal TJSC: Pedido de Certidão

Enables querying and requesting official certificates from the Tribunal de Justiça de Santa Catarina (TJSC) via a read-only tool, using prepaid credits and MCP over HTTP.

mcp-overleaf-server

Tailors LaTeX résumés, CVs, and cover letters to job descriptions by injecting truthfully-selected content from a master CV, compiling PDFs, and logging applications.

remote-mcp-google-chat-server

A remote MCP server for Google Chat, deployed on Cloudflare Workers without authentication, enabling tool execution via MCP protocol.

flet-mcp-server

Model Context Protocol (MCP) server that dynamically fetches and serves official Flet resources to AI agents, including documentation, controls, packages, and ecosystem components.

mysql-mcp

MCP server for MySQL/MariaDB/Aurora MySQL that enables executing SQL queries, explaining query plans, inspecting schema, checking health, and running diagnostic playbooks through Claude.

AI Consensus Connector

Integrates AI Consensus into coding agents, routing decisions through three frontier AI models for independent analysis and cross-examination, returning a recommendation and strongest dissent.