Discover Awesome MCP Servers

Design-Code Registry MCP

Maps design components, tokens, and patterns to their code implementations, providing AI coding agents with exact-match resolution across any design tool and framework. Enables agents to reliably discover and reuse existing components across React, Vue, Flutter, SwiftUI, and more.

sfgraph

A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your org to a SQLite + vector index on your machine and exposes 26 MCP tools to Cursor, Claude Code/Desktop, and VS Code, so the AI you already use can reason about Apex, LWC, Flow, Vlocity, OmniStudio, security, and integrations without your code or schema ever leaving your laptop.

llm-video-mcp

Enables coding agents to watch and analyze videos by extracting scene-aware frames, transcribing speech, and generating shot timelines, all constrained by a token budget to fit LLM context limits.

Weather MCP Server

A Model Context Protocol server that provides real-time weather alerts and forecasts using the National Weather Service API.

Letterboxd MCP Server

A comprehensive MCP server that enables users to interact with Letterboxd for searching films, viewing member data, and performing actions like rating or reviewing movies. It supports private data access and automated browser actions for managing watchlists, diaries, and custom lists.

berbotu-mcp

MCP server for the Berbotu vault, providing tools to ping health, list demos and releases, and add new demos via GitHub commits over stdio.

Synapse

Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep structural insights including inheritance, interface implementations, and call chains. It enables AI assistants to query code architecture and navigate symbol relationships using an LSP-powered MCP server.

Trustabl for Cursor

MCP server that brings Trustabl static reliability scanning into Cursor, letting agents inventory agents/tools, flag risky patterns, score production readiness, and write SARIF reports.

ignition-mcp

MCP server for Inductive Automation Ignition, enabling AI assistants to browse and write tags, query history and alarms, manage projects, and deploy Perspective views through natural language.

sinfo-mcp

MCP server that lets AI agents compose real music through a persistent server-side score, supporting planning, voice writing, verification, and MIDI export.

SDisk MCP File Manager

A corporate file management system that enables users to upload and activate files through an approval workflow for use within ChatGPT Apps. It utilizes the Model Context Protocol to provide secure access to file metadata and listings via OAuth 2.1 authentication.

MCP Compras.gov.br

Integrates public APIs from the Brazilian Compras.gov.br procurement ecosystem to support price research, supplier sanctions, contract analysis, and procurement planning.

hyperroute-mcp

MCP server for HyperRoute, a router that recommends and executes the best external tool for AI agent tasks, with server-side key management and outcome feedback.

MCP-FEISHU

Um servidor de plano de controle de microsserviços que busca informações da API do Feishu OpenAPI e as fornece ao Windsurf IDE, permitindo uma integração e gerenciamento perfeitos de APIs dentro do seu ambiente de desenvolvimento.

interdeep

An MCP server for deep research that extracts clean text from web pages using hybrid extraction strategies and compiles findings into structured markdown reports. It provides tools for single and batch URL content extraction with optional Playwright support for JavaScript-heavy sites.

mcp-server-project

A collection of MCP servers for database management and Gmail integration, allowing AI agents to perform database queries and email operations.

Windows-MCP

A lightweight server that enables AI agents to interact with the Windows operating system, allowing for file navigation, application control, UI interaction, and QA testing through various tools.

Cucutime

Generates personalized children's song ideas (title, style, character, chorus, lyrics) for any child's name and theme via API and remote MCP server.

Gameball MCP Server

Unified MCP server for Gameball's documentation and API integration, enabling documentation search, code generation, and API operations for customers, transactions, orders, coupons, and more.

Website Generator

Website Generator

HowRisky MCP Server

Enables institutional-grade Monte Carlo risk analysis for portfolios, startups, real estate, and betting strategies using fat-tail distributions and proprietary algorithms. Provides comprehensive risk metrics including CVaR, VaR, ruin probability, and survival probability across multiple asset classes.

ATLAS MCP Server

An integrated advisory system that transforms Claude into a personal career coach, life strategist, and business consultant with persistent memory, accountability tracking, and multi-lens analysis.

ITIS MCP Server

Provides access to the Integrated Taxonomic Information System (ITIS) database via a Model Context Protocol server, enabling taxonomic searches by scientific name, TSN, kingdom, and rank, with features like autocomplete and hierarchical data retrieval.

mcp-pixel-img

Enables Claude to generate images from HTML/CSS templates, manage templates and galleries, and bulk-generate from datasources via the pixel-img API, exposed over SSE for remote hosting.

Overseerr MCP Server

Enables interaction with Overseerr media request management through natural language. Supports searching for movies/TV shows, managing media requests, approving/denying requests, and monitoring server status.

existdb-mcp

MCP server that connects Claude to eXist-db, enabling XQuery execution, offline documentation lookup, and collection management for digital humanities projects using TEI/XML.

Paparats MCP

Provides AI coding assistants with deep, semantic understanding of local codebases via AST-aware chunking, cross-repo symbol graphs, and architectural memory, enabling context-aware code search and dependency tracing.

mcp-google_maps

Provides geocoding, place search, directions, distance matrix, and elevation data from Google Maps. Enables natural language queries to locate places, get directions, and retrieve map-related information.

lema

Your coding agent can read the code. It can't read the argument behind it. lema-mcp gives your agent the recorded why — and the alternatives a project already ruled out — cited to the source. For React, Kubernetes, and Rust out of the box, and for your own repo with one command.

ContextForge MCP Gateway

A comprehensive gateway and registry that unifies MCP, REST, and Agent-to-Agent services into a single secure endpoint for AI clients. It provides advanced capabilities including federation, virtual servers, rate-limiting, and OpenTelemetry observability.