Discover Awesome MCP Servers

self-healing-browser-mcp

Enables AI agents to control a browser with self-healing locators that automatically recover when selectors change, allowing reliable web automation through natural language.

mcp-reunion

MCP server providing 96 tools across 21 modules for La Réunion (French overseas region) open data: economy, demographics, geography, transport, health, education, elections, tourism, housing, and environment. Powered by data.regionreunion.com and data.gouv.fr.

MCP Holyrics

Enables control and automation of Holyrics presentation software through natural language commands for managing lyrics, media, schedules, and events. It provides specialized tools to search content and orchestrate church presentation workflows via the Holyrics API.

aiowhitebit-mcp

MCP server for WhiteBit cryptocurrency exchange API, enabling market data retrieval, order book access, and real-time WebSocket streams.

dbt-doctor

AI-driven MCP server that audits, profiles, detects schema drift, and auto-generates documentation for dbt projects, enabling natural language interaction with your dbt project's health.

mcp-pokemon

Enables querying Pokémon data from PokéAPI, including stats, types, abilities, evolution chains, and type matchups, via natural language or direct tool calls.

bsl-agent-mcp

MCP server that lets AI agents operate a user-owned wallet on the Bitcoin-IPC testnet, enabling BTC deposits, cross-subnet wBTC payments, and anchored payment receipts, with local key signing and spend caps.

postgres-mcp

Enables Claude to interact with a local PostgreSQL database through SQL queries, schema inspection, and CRUD operations.

educator-toolkit-mcp

An MCP toolkit exposing six AI-powered educator-craft tools for reviewing, critiquing, and improving learning artifacts like lessons, curricula, AI tools, learner experiences, assessments, and content accuracy. Deployable via hosted HTTPS, local stdio MCP, or an importable Python kernel.

elimu-mcp

MCP server for Kenya education — school registry, KCSE/KCPE results, HELB student loans, TVET programs, literacy resources.

Quick Data for Windows MCP

A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

ai-wiki-mcp

Provides structured search, schema-validated writes, and linting for a markdown knowledge base, enabling agents to operate the wiki over a single streamable-HTTP MCP endpoint.

readdown-mcp

Converts web pages and HTML strings into clean, LLM-optimized Markdown with metadata extraction and token estimation. It uses a lightweight, browserless approach to provide token-efficient output for more effective LLM processing.

MCP MySQL Server

A robust MCP server for interacting with MySQL databases through AI agents, providing tools for schema analysis, query execution, and dynamic connection management with read-only security.

YouTube MCP Server

Enables AI models to interact with YouTube content including video details, transcripts, channel information, playlists, and search functionality through the YouTube Data API.

YouTube Transcript MCP Server

Enables AI assistants to fetch and analyze transcripts from YouTube videos using video IDs or URLs, with support for multiple language preferences.

edutube-mcp

Enables users to convert YouTube playlists and videos into structured lessons, analyses, frames, and quizzes using Google Gemini, with automatic model rotation and extraction from both audio and visuals.

Qiskit MCP Server

Unofficial Model Context Protocol (MCP) server that enables LLMs to build and execute quantum circuits using Qiskit.

docs-mcp

Enables natural-language queries across Actian product documentation, GA4 content analytics, and Jenkins CI build status.

self-hosted-pages-mcp

Enables AI assistants to deploy and manage static websites on EdgeOne Pages via the Model Context Protocol.

Markdown2PDF MCP Server

Converts Markdown documents to PDF files with support for syntax highlighting, custom styling, Mermaid diagrams, optional page numbers, and configurable watermarks.

MDict MCP Server

A server that provides access to MDict dictionaries through the Model Context Protocol, enabling word lookups, searches, and dictionary management.

Security Scanner MCP Server

Enables comprehensive security scanning of code repositories to detect secrets, vulnerabilities, dependency issues, and configuration problems. Provides real-time security checks and best practice recommendations to help developers identify and prevent security issues.

media-gen-mcp

Enables AI clients like Claude and ChatGPT to generate images and videos, animate images, create lip-synced videos, list TTS voices, and manage media via remote MCP tools.

Calendly MCP Server

A Model Context Protocol (MCP) server for the Calendly API. Manage events, invitees, and schedule meetings directly via AI assistants.

Social Media Analytics

Social media analytics toolkit that analyzes profiles, scores engagement, detects trending topics, researches hashtags, generates content calendars, and benchmarks against competitors. 6 tools across all major platforms.

K8s AI Assistant MCP Server

Enables AI-powered Kubernetes management using natural language, supporting kubectl, Helm, diagnostics, and port forwarding via MCP protocol.

mcp-knowledge-server

A production-grade RAG server with a centralized knowledge base, offering both MCP and REST APIs for semantic search, document ingestion, and RAG-based answers.

V.I.S.O.R.

Smart MCP server that reads your code, understands file connections, and provides precise context to AI coding assistants, reducing token usage and preventing errors from outdated or irrelevant files.