Discover Awesome MCP Servers

Heimdall App Store Connect MCP

Heimdall — MCP server for the Apple App Store Connect API & App Store Server API (StoreKit 2). 982 tools generated from Apple's official OpenAPI spec. Client-agnostic: Claude, Codex, Cursor, and any MCP client.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling connection to clients like Cloudflare AI Playground and Claude Desktop.

UnityIndexMCP

A local read-only MCP server for Unity projects that provides ranked code search, C# symbol analysis, references, and snippets without sending project files to a hosted indexing service.

mcp-spacefrontiers

Okay, here's the translation of "Search over scholar data and social networks" into Spanish, along with a few options depending on the nuance you want to convey: **Most Direct Translation:** * **Buscar en datos académicos y redes sociales.** **More Emphasis on "Research" or "Explore":** * **Investigar datos académicos y redes sociales.** (Investigate) * **Explorar datos académicos y redes sociales.** (Explore) **More Emphasis on "Across" or "Within":** * **Buscar a través de datos académicos y redes sociales.** (Search through) * **Buscar dentro de datos académicos y redes sociales.** (Search within) **Which one is best depends on the specific context. If you're simply saying you're going to search, the first option is fine. If you're implying a deeper dive or research, the second or third might be better.**

Player's Bank MCP

Connects Player's Bank via Open Finance Brasil to AI assistants, enabling natural language queries about balances, statements, card bills, and investments, read-only.

processo-mcp

MCP server for handling large PDF legal documents (PJe, SEI) on macOS, providing local OCR, hybrid BM25+dense search, visual indexing, and citation validation.

Tensorus MCP

Model Context Protocol server and client that enables AI agents and LLMs to interact with Tensorus tensor database for operations like creating datasets, ingesting tensors, and applying tensor operations.

google-workspace-mcp

MCP server connecting Claude to Google Sheets, Docs, and Drive, enabling cell-level editing, formatting, chart creation, and file management through natural language.

RAGDocs

Un servidor de Protocolo de Contexto de Modelo (MCP) que permite la búsqueda y recuperación semántica de documentación utilizando una base de datos vectorial (Qdrant). Este servidor te permite añadir documentación desde URLs o archivos locales y luego buscar a través de ella utilizando consultas en lenguaje natural.

PLUR

Open, local-first engram memory for AI agents: read, correct, and delete what your agent remembers. Works across Claude Code, Hermes, OpenClaw, and Cursor over MCP.

homelab-mcp

An MCP server exposing 72 tools across 26 homelab services, enabling LLMs to monitor and manage infrastructure, media, storage, and networking with a single endpoint.

CodeGraph MCP Server

Enables querying and analyzing code relationships by building a lightweight graph of TypeScript and Python symbols. Supports symbol lookup, reference tracking, impact analysis from diffs, and code snippet retrieval through natural language.

Beckett — MCP for Godot

Zero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript EditorPlugin — no Node or Python sidecar. Reflection-driven tools over any engine class, validate-before-write GDScript, scene/script/resource authoring, and a runtime play-test loop (play, screenshot, input, assert).

Calculator MCP Server

Exposes add, subtract, multiply, and divide as MCP tools, implemented with the FastMCP SDK and a raw stdio version.

Rewindex

Auto-snapshot tool for AI agents. Reduces the risk of AI agents breaking your code by automatically saving a snapshot of every file change locally. Rewind sessions, audit code changes, and inspect diffs directly from your AI chat or the built-in dashboard. Free and safe no cloud run local.

BizNetAI MCP Server

A hosted MCP server that routes natural-language shopping queries to independent merchant storefronts, returning normalized product and merchant results for AI agents and shopping assistants.

handson-coding

Enables recording and analyzing coding practice attempts, comparing LLM verdicts with platform results, and gradually improving LLM judgment through correction rules.

OpenFOAM MCP Server

Enables to read and modify OpenFOAM configuration files, including case info, dictionary files, and boundary conditions, with additional tools for thermal and buoyancy simulations.

Enterprise MCP Server

A modular, security-focused MCP server that exposes enterprise-ready tools for filesystem, database, REST API, system utilities, and AI generation, with authentication, authorization, and audit logging.

LoanRiskLens MCP Server

Enables creditworthiness analysis for non-traditional borrowers using rule-based scoring, financial behavior assessment, and underwriting report generation via MCP tools.

io.github.ThunderEagle/context-bridge

A zero-dependency MCP memory server for Windows that gives AI coding assistants a shared, persistent memory layer with semantic search.

Interview Prep MCP Agent

Enables interview preparation by analyzing resumes and job descriptions, generating role-specific questions, and evaluating answers using MCP tools integrated with an OpenAI agent.

Gmail MCP Server

A custom MCP server for sending and managing Gmail emails, supporting both App Password and OAuth2 authentication with features like template emails and label listing.

SQLite MCP Server

Aquí hay implementaciones de servidor MCP para acceder a una base de datos SQLite en tu cliente MCP. Hay una implementación SDIO y una SSE.

TaskFlow MCP Server

Integrates task management capabilities into Claude Desktop, enabling users to create, track, search, and manage tasks with status updates, team assignments, overdue tracking, and automated standup reports.

AgentMCP: The Universal System for AI Agent Collaboration

Agente MCPAgent para la Red de Colaboración Multiagente (MACNET) de Grupa.AI con capacidades del Protocolo de Contexto del Modelo (MCP) integradas.

Code Review MCP Server

Connects LLMs to GitHub and GitLab to analyze pull and merge requests for logic, security, and architectural alignment. It provides tools for fetching diffs, file contents, and project metadata, alongside guided prompts for professional code reviews.

outlook-web-mcp-server

Enables interaction with Outlook Web through its internal API, supporting email search, folder listing, email retrieval, read state changes, calendar events, and reply drafts without Microsoft Graph or COM.

connectwise-asio-mcp

Exposes ConnectWise Platform APIs as MCP tools, enabling management of companies, contacts, devices, policies, patches, and tickets through natural language.

taskmarket-mcp

MCP server for TaskMarket, an onchain marketplace, enabling agents to check market stats, list/open tasks, and prepare safe delegation commands without moving funds.