Discover Awesome MCP Servers

signet-eval

Deterministic policy enforcement for AI agent tool calls. It evaluates every tool call against user-defined rules before execution, with no LLM in the authorization path.

Hyperstack

A disciplined engineering harness for AI coding agents that provides ground-truth MCP tools and adversarial enforcement skills to transform generic LLMs into high-precision engineers.

codeskeleton

Enables AI agents to efficiently read Python code by first providing file skeletons then fetching only needed implementations, reducing noise and cost.

mcp-pt

Provides AI assistants with live tools for Portuguese public data including fuel prices, weather, postal codes, statistics, and open data.

QA Testing MCP Server

Enables AI agents to perform comprehensive web application testing including visual, functional, performance, accessibility, and SEO analysis using browser automation without requiring API keys.

recollect

Local, cross-agent memory for AI coding agents using a single SQLite file, enabling persistent sessions and durable facts shared across multiple MCP-compatible tools.

Agentic RAG Assistant

Enables querying internal documents via a FastAPI REST API and MCP server, using retrieval-augmented generation and an agentic loop that can invoke tools like document search and calculations.

Books API MCP Server

MCP server that exposes book management tools for AI assistants, enabling CRUD operations on book collections through a .NET Books API backend.

mcp-untun

mcp-untun

Storybook MCP

Enables AI agents to interact with Storybook by exposing UI component information and development workflows through the Model Context Protocol.

Cosmic MCP Server

A production-ready Model Context Protocol server for interacting with Cosmic headless CMS, providing comprehensive tools for managing objects, types, and media in your Cosmic bucket.

VedIntel AstroAPI MCP

Enables compute of live Vedic astrology birth charts, dashas, kundali matches, and AI readings via 22 real API tools.

Termux MCP Server

Enables AI assistants to remotely control an Android device from a PC, using Termux API for camera, location, SMS, notifications, and shell commands over SSH or SSE.

mcp-google_drive

Enables querying and managing files in Google Drive, including listing, searching, creating, and downloading files with metadata.

patch-tuesday-mcp

Query Microsoft Patch Tuesday security updates from the official MSRC API — monthly rollups, CVE/KB lookups, supersedence chains, and urgency-ranked triage enriched with EPSS scores and the CISA KEV catalog. No API keys required.

LLM-Adviser-Mcp

Give your AI assistant real-time LLM/VLM knowledge. Pricing, benchmarks, and recommendations — updated every hour, not every training cycle.

Narrarium MCP Server

Enables local-first book writing with AI assistance, allowing users to scaffold, create, search, validate, and enrich a book repository through natural language using OpenCode or Claude.

Keycloak MCP Server

Exposes Keycloak admin operations as tools via the Model Context Protocol, allowing management of users, clients, groups, roles, and more through natural language.

sdlc-workflow-mcp

Enables local Copilot use to interact with SDLC workflow tools (workflow tasks, internal-readiness, epic/ticket/repo-task, change-request, and journey) via a stdio MCP server that proxies to a local Workflow Service.

Gmail MCP Server

Provides secure, read-only access to Gmail for Claude CLI with label-based filtering for enhanced privacy and control. It enables users to search, list, and summarize email content while ensuring no modification or deletion of messages is possible.

db-mcp-server

Enables AI assistants to run SQL queries on PostgreSQL databases through a credential-isolated proxy, with read-only queries by default and write operations requiring explicit confirmation.

MCPlanManager

An AI agent task management system that provides structure and visualization for long-term task planning with support for the Model Context Protocol (MCP) standard.

hermes-architectural-mcp

Converts architectural PDF plans into dimension-verified millimetre geometry, IFC models, and CPU-rendered views, with built-in validation for boundaries, areas, and overlaps.

mcp-google-merchants

Enables AI assistants to manage Google Merchant Center accounts via the Merchant API, including product feeds, promotions, data sources, and MCQL reports with read and write operations.

computer-use-mac-mcp

MCP server for macOS desktop automation enabling screenshot, click, type, scroll, and more. Retina-aware, supports CJK text input and multi-monitor, works with any MCP client without API keys.

floppydata-mcp

Lets agents fetch web data and manage rotating proxies through the Floppydata API v2 directly from MCP clients.

alire-mcp

MCP server for the Alire Ada package manager, enabling crate search, project dependency inspection, building, and dependency management through natural language.

worker-mcp

MCP server that enables a coordinator AI agent to spawn, control, and supervise local coding agents with interactive gating for high-risk operations.

Telegram Bot MCP

Exposes Telegram Bot API operations as MCP tools, enabling managing messages, chats, and forum topics via a FastMCP server.