Discover Awesome MCP Servers

Sistrix MCP

Fast, curated MCP server for the SISTRIX SEO Toolbox

MLLoop

An MCP server that enforces a scientific-method loop for AI-driven machine learning experiments, with hypothesis gating, diagnostics, and data forensics.

NCTR Alliance MCP Server

Enables AI agents to discover and interact with the NCTR Alliance rewards program, including bounties, earning rates, tier progression, promotions, and impact engine communities.

mcp-tahoma

MCP server for controlling Somfy TaHoma devices locally via the box's API, without cloud dependency.

FastMCP Boilerplate

A starter template for building MCP servers with FastMCP, providing testing, linting, formatting, and NPM publishing setup.

SSE MCP Server with JWT Authentication

一个模型上下文协议服务器，通过 SSE 传输暴露多个 AI 工具，并采用基于 JWT 的安全认证，支持动态工具注册和会话管理。

mitre-mcp

Comprehensive MITRE ATT\&CK MCP server with SOC integration for technique lookup, alert mapping, and coverage analysis.

wikidata-mcp-server

Enables searching and fetching Wikidata entities, executing SPARQL queries, and resolving external identifiers via the Model Context Protocol.

mcp-excel

Enables AI agents to analyze Excel files through atomic operations like filtering, aggregation, and grouping without loading raw data into context.

yandex360-mcp

MCP server that enables AI assistants to interact with Yandex 360 organization services, currently supporting Yandex Wiki for reading, editing, and searching pages.

Instagram MCP Server

Enables AI assistants to interact with Instagram by scraping profiles, posts, reels, DMs, and business insights through a robust, DOM-agnostic browser orchestration engine that bypasses Instagram's anti-automation measures.

xiaozhi-mcp

A local MCP server framework for connecting custom tools to the xiaozhi AI voice agent, with built-in calculator and web search (via SerpApi) tools.

mcp-tenor

Enables GIF and sticker search, autocomplete, and retrieval from Tenor v2 API, part of the Pipeworx MCP gateway.

Cloudways MCP Server

MCP server for Cloudways enabling server management, app deployment, backups, SSL, environment variables, and monitoring via Claude Code.

Expo Docs MCP Server

Enables AI-powered semantic search through Expo SDK documentation across multiple versions (v51-v53 and latest), allowing developers to quickly find relevant documentation with configurable similarity scoring.

Charts Visualization MCP Server

Enables generation and visualization of bar and pie charts from structured data using FastAPI and Altair. Charts are saved as PNG images and served via REST API endpoints with unique URLs.

supabase-schema-mcp

An MCP server that provides deep schema introspection for Supabase/Postgres, exposing tables, columns, views, enums, RLS policies, functions, and more.

mcp-calendly

Enables interaction with Calendly to manage event types, scheduled events, and invitees. It provides tools for checking user availability and canceling appointments directly through the Calendly API.

MCP RAG Server

Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incremental indexing for efficient document management.

vibatchium

MCP server for agent-piloted browser automation that clears Cloudflare, providing multi-session parallel Chromes, persistent profiles, stealth features, credential vault, and vision-first clicking.

CodexPro Runtime

A local, evidence-driven MCP runtime and control plane for open-source maintainers that provides workspace-bounded tools including controlled file operations, command execution, validation primitives, durable execution records, and human review workflows via stdio and Streamable HTTP transports.

OpenRouter Image MCP Server

Enables AI agents to analyze and understand images using OpenRouter's vision models. Supports screenshots, photos, diagrams, and web content with specialized tools for webpage and mobile app analysis.

memento-mcp

Memento is a local-first MCP server that gives AI coding agents durable project memory — facts, decisions, patterns, and architecture notes — so they stop re-learning the same context every session. Runs locally on Node.js 18+ with SQLite storage and optional cloud embeddings; works with Claude Code, Cursor, Windsurf, and any MCP client.

MGnify MCP Server

Enables interaction with MGnify metagenomics resources and tools through the Model Context Protocol. Provides access to MGnify's API for querying and analyzing metagenomic datasets and related biological information.

browse-ai

Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode showing raw LLM hallucination vs evidence-backed answers.

Huawei App Gallery

A Model Context Protocol (MCP) server for managing app publishing on Huawei AppGallery Connect. Integrates directly with Claude Desktop or any MCP-compatible client.

TinySearch

Shrink the web for your local LLMs! Provides web research capabilities to low resource models and environments.

myopic

myopic is a code-review MCP server that reviews GitLab/GitHub merge requests against the whole codebase, not just the diff, analyzing blast radius and conventions.

local-fetch

A powerful MCP server that offers web scraping capabilities unrestricted by robots.txt, supports multiple HTTP methods and custom request Settings.

mcp-vies-eu

Validates EU VAT numbers using the European Commission's VIES system, enabling VAT number checks through natural language queries via the Pipeworx gateway.