Discover Awesome MCP Servers

explee-mcp

MCP server wrapping the Explee B2B data API, enabling AI agents to search companies and people, enrich contact data, run AI agents, and manage deduplication lists.

XFMS

Enables users to select the optimal LLM for their specific task by aggregating benchmark data and user intent, returning a ranked shortlist with plain-English rationale.

thermo-control-mcp

Enables LLM agents to monitor Mac thermals and control fan speed with safety limits enforced by a root daemon.

Zillow MCP Server

Enables AI agents to access live Zillow property data, Zestimates, and listings for over 160 million U.S. homes.

oss-contribution-advisor-mcp

An MCP server that helps developers find open-source issues worth contributing to by semantically matching interests, scoring repository health, and ranking by real downstream impact.

mcp-ons-uk

Provides tools to list, retrieve metadata, editions, latest observations, and time series from the UK Office for National Statistics (ONS) datasets.

tapsite

An MCP server for web intelligence extraction that provides 55 tools for extracting structured data, design systems, accessibility audits, and more from websites.

tg-mcp

MCP server that gives MCP clients access to a personal Telegram account. It can read chats, search messages, download media, and send messages or files while keeping credentials local.

noisefloor

Checks whether a number is real or just noise: peek-safe A/B tests you can look at as often as you like without inflating false positives, two-sided change detection, and a guard for when a metric moved only because its sample size did. Zero dependencies, standard library only.

OCR MCP

Converts screenshots of web pages into structured Markdown using GLM-OCR (Zhipu), with tools for OCR on images, webpages, and health checks.

google-calendar-mcp-app

Provides a comprehensive suite of Google Calendar tools featuring 15 interactive UI screens for managing schedules, creating events, and visualizing availability directly within AI chat interfaces. It enables users to interact with their calendar through visual components like heatmaps, event forms, and multi-view calendar grids.

MCP Server Basic Example

A basic implementation of a Model Context Protocol server that demonstrates core functionality with simple math tools (add, subtract) and greeting resources for AI assistants like Claude.

AtomGit MCP Server

A Model Context Protocol server that enables AI to manage AtomGit open source collaboration platform resources including repositories, issues, pull requests, branches, and labels.

DuckDuckGo MCP Server

A basic MCP server built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Supports both stdio and HTTP transports with Docker deployment capabilities.

okf-ons

Enables discovery and selection of ONS datasets using a frozen metadata bundle, providing bounded access to dataset descriptions, dimensions, and alternatives without making network calls or returning observation values.

Plane MCP Server

AI 어시스턴트가 구조화된 API를 통해 워크스페이스, 프로젝트, 이슈, 댓글을 관리할 수 있도록 Plane 프로젝트 관리 플랫폼과 상호 작용할 수 있게 해주는 MCP 서버입니다.

Meraki MCP Server

Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless integration of Meraki network management capabilities within an AI assistant's conversational interface.

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, allowing connection to AI Playground or Claude Desktop.

scryfall-mcp

Provides access to Magic: The Gathering card data via Scryfall API, including search, rulings, sets, and local deck management with multi-owner support.

reviewzy

MCP server for human-in-the-loop copy review. Enables coding agents to file draft strings for user-facing text, humans to approve or reject them on a dashboard, and later agent sessions to fetch approved copy and apply it in place.

Web Search MCP Server

Enables comprehensive web searching and content extraction using multiple search engines (Bing, Brave, DuckDuckGo) without API keys. Provides tools for full web searches with content extraction, quick search summaries, and single webpage content retrieval.

Secure Clinical LLM Access via MCP

An MCP server that enables LLMs to securely query synthetic clinical data through validated, scoped tools (patient summaries, conditions, medications, lab trends, encounters) while maintaining audit logs and access controls.

OScribe

Vision-based desktop automation MCP server that controls any application via screenshot and AI vision, enabling UI automation through natural language commands.

nr-mcp

MCP server allowing AI agents to query New Relic for debugging incidents.

la-palma24-mcp

Search and discover vacation rental properties across La Palma, Canary Islands.

pdf-knowledge-mcp

A local RAG MCP server for PDF development experience, enabling document ingestion, semantic search, and Q\&A with source citations using TF-IDF and cosine similarity.

AgentExecMPC

A FastMCP server that enables AI agents to safely execute shell commands, run code in Python/Node.js/Go, and install packages, all packaged in Docker for secure deployment.

mcp-server-outline

Enables interaction with the Outline knowledge base API, allowing search, document and collection management, comments, and more.

karmada-mcp-server

카르마다용 MCP 서버

mcp-rust-agent

Rust 기반 MCP 서버 및 클라이언트 구현으로, LLM 지원을 위한 다양한 도구 통합을 보여줍니다.