Discover Awesome MCP Servers

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.

Zillow MCP Server

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

thermo-control-mcp

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

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 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.

playwright-trace-decoder-mcp

An MCP server that unpacks and structures Playwright trace.zip archives so AI agents can perform root-cause analysis on CI failures, with 16 focused tools for inspection, DOM/UI analysis, root-cause analysis, and performance analysis.

mcp-mysql-server

Local Cursor plugin / MCP server for MySQL & MariaDB. Inspect schema, query data, and mutate safely with read-only by default.

MCP Actual

An MCP server for Actual Budget that connects to your Actual sync server, opens one budget file, and exposes it to MCP clients over streamable HTTP or stdio.

brain-assistant

A natural language interface for the Brain knowledge management system, enabling conversational interactions, intelligent workflows, and tool suggestions.

Loc Knowledge Graph Memory Server

Enables Claude to remember information about users across chats using a persistent local knowledge graph that stores entities, relationships, and observations.

accform-layout-mcp

Local MCP server and CLI for Access layout files, rendered to SVG without Microsoft Access. Enables visual verification of form/report layout changes.

Lutra MCP

Exposes Lutra's in-browser color-grading tools to AI clients, enabling them to render shots, inspect scopes, adjust grade parameters, and export LUTs.

MCP Color Picker

An interactive color picker that renders as a UI inside MCP-compatible hosts like VS Code GitHub Copilot and Claude.

First MCP Server

A TypeScript-based server project with comprehensive development tooling including testing, linting, and build configurations.

MCP Todo Server

A CRUD todo list server that exposes tools to create, list, and conclude tasks, compatible with any MCP host.

porkbun-mcp-server

MCP server for managing Porkbun domains, DNS, and related services via Porkbun's API. Every mutation requires a reason and is audited for traceability.

Connect MCP

An Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, search notes, and run Dataview queries in your vault.

pixi-task

A secure MCP server providing controlled access to pixi tasks and commands, eliminating agent bash circumvention. It exposes 11 pixi tools through 4 meta-tools for ~95% context savings.

Platform-MCP

An internal MCP server providing Database (SQL execution) and Server (Linux SSH/SFTP) skills with 11 tools, enabling remote execution, risk control, and full audit via Claude Code or other clients.

tor-mcp

Routes HTTP requests through the Tor network, enabling anonymous web fetching, exit IP checks, circuit renewal, and site reachability checks from MCP-compatible agents like Claude Desktop and Cursor.

FactoryMind AI

Enables engineers and plant managers to interact with manufacturing systems using natural language, providing machine health analysis, KPI dashboards, predictive maintenance, and automated workflow execution via MCP.