Discover Awesome MCP Servers

Mattermost S MCP

Enables sending messages to Mattermost channels through webhooks via MCP protocol. Supports multiple webhook channels with simple YAML configuration and integrates seamlessly with Claude Desktop.

Contraption Company MCP

Provides semantic search and access to Contraption Company blog posts and essays. Uses AI-powered embeddings to find relevant content and supports real-time updates via webhooks.

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-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

Um servidor de Protocolo de Contexto de Modelo que expõe múltiplas ferramentas de IA através de transporte SSE com autenticação segura baseada em JWT, permitindo o registro dinâmico de ferramentas e gerenciamento de sessão.

mitre-mcp

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

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.

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.

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.

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.

mcp-claude-designer-arabic

Provides Arabic UI/UX design tools as an MCP server, offering RTL conversion, Arabic typography validation, cultural palettes, and anti-AI-slop auditing for AI-assisted design workflows.

alphaportal-mcp

Enables querying AlphaPortal student information, assigned bus stops, live bus GPS locations, and arrival/departure notifications, with confirm-gated updates to notification preferences and walk-zone radius.

SEFAZ SE: Certidão Negativa de Débitos MCP Server

Enables users to consult official SEFAZ SE negative debt certificates through a read-only MCP tool. It provides one tool, sefaz_se_certidao_debitos_consultar, and works with any MCP-compatible client over HTTP.

VA Form Generation MCP Server

Provides tools for auditing and fixing scaffolded VA forms to ensure they follow best practices and VA.gov content standards. Enables automated validation, agent prompt generation, and orchestration of form fixes across any vets-website workspace.

mcp-novel-calc

Provides calculations for novel writing including dates, traditional units, currency, travel time, and growth rates, helping AI avoid arithmetic errors in fiction.

auranet-omni-engine

Omni-channel x402-gated MCP Oracle providing structured data across 12 verticals monetized via Base USDC micropayments.

re-llm-decompile

MCP server that exposes an AI decompiler via an OpenAI-compatible API, enabling decompilation, explanation, and variable renaming of disassembly for binary analysis.

Tabduct

Enables CLI coding agents to interact with your live browser tabs via MCP, using your real sessions and cookies without a sandbox.

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.

mysql-mcp

Provides safe read, insert, and update operations on MySQL databases with guardrails against destructive actions.