Discover Awesome MCP Servers

Praesago

UK property area intelligence: validated trajectory scores, gentrification early-warning and area screening for 2,292 England & Wales postcode districts, from 30+ government data sources.

MCP Server for macOS

A modern, extensible server that provides a unified interface to control and interact with various macOS applications through plugins.

AI MCP Gateway

Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.

ContextGC

基于AST解析的上下文智能压缩MCP服务器，通过提取代码骨架和按需展开函数，节省70-90% token，并支持渐进式上下文加载。

Remote MCP Server Template

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables easy deployment and connection to AI clients like Claude Desktop and Cloudflare AI Playground.

SuricataMCP Server

Turn Claude Desktop into a network security analyst. A comprehensive MCP server that connects Claude Desktop to Suricata IDS/IPS for PCAP analysis, rule management, and rule quality linting through natural language.

Rouse Context

Turn your Android phone into an MCP server. AI assistants connect on demand, query your health data, notifications, app usage, and take actions on your device — all end-to-end encrypted, no cloud sync.

hiveecho

MCP server for temporal state queries and cryptographic audit trails. Query historical entity state at any point in time, generate Merkle proofs of past state, and anchor contract snapshots for immutable provenance.

fallestate-us-mcp

A sovereign, MIT-licensed MCP server for FallEstate US, enabling AI agents to sign, manage, and trade property listings and transactions securely with Ed25519 signatures.

Gravity MCP

Enables interaction with WordPress Gravity Forms through natural language, allowing users to manage forms, entries, submissions, and add-on integrations. Provides comprehensive form management capabilities including field operations, entry search/filtering, and secure form submissions with validation.

Integrations MCP

A comprehensive MCP server providing over 390 tools across 66 providers, including major SaaS platforms like GitHub, Slack, and Stripe. It enables AI assistants to interact directly with a wide array of public APIs and utility services through a single interface.

MCP-server-HF-papers

This repository is an MCP server that let's me talk to HF daily papers via WhatsApp.

Echo Memory

A long-horizon memory architecture for AI agents, providing a scalable, graph-based memory with causal typing and an MCP interface.

machinegrade-validate

Validates AI-generated artifacts (JSON, API responses, SQL) against a contract and returns a verdict.

mcp-label-studio: A Label Studio MCP server

Here are a few ways to translate "mcp server for label studio" into Spanish, depending on the context: * **Servidor MCP para Label Studio:** This is a direct translation and is generally understood. It's suitable if you're talking about a specific server named "MCP." * **Servidor MCP para usar con Label Studio:** This adds a bit more clarity, specifying that the server is intended for use with Label Studio. * **Servidor MCP para el uso con Label Studio:** Similar to the previous option, but using "el uso" (the use) for a slightly more formal tone. * **Servidor MCP para Label Studio:** This is the most concise and common translation. The best option depends on the specific context and your audience. If "MCP" is a well-known term in your context, the first option is fine. If you need to be more explicit, the second or third options are better.

InterAgentMail

Enables durable message passing between Codex project agents with MCP tools and automatic wake-up delivery, storing messages as JSON on disk.

deckrun-free

Generates PDF slide decks from Markdown using any MCP-compatible AI client. Free, no authentication, max 10 slides, output URL valid 90 days.

homebox-mcp

MCP server for Homebox home inventory, enabling natural language queries and management of items, locations, tags, warranties, maintenance, and attachments.

AI Customer Support Agent

An MCP-compatible server providing tools for retrieving order statuses, searching knowledge bases, and managing support tickets. It facilitates automated customer service interactions by exposing internal CRM and database functions through a JSON-RPC interface.

job-agent-mcp

MCP server that aggregates and deduplicates job listings from multiple public sources, ranks them against a user's resume, and exposes tools for searching, viewing details, explaining fit, and tracking applications.

SNOMED CT MCP Server

Enables querying and browsing SNOMED CT medical terminology concepts, including search, details, and hierarchy navigation via MCP tools.

Shoplazza MCP Tool

A Cursor-compatible MCP server that retrieves documentation information for Shoplazza LessJS components, including properties, methods, events, and example code.

mcp-lab

A teaching server for the Model Context Protocol with a local dashboard that visualizes JSON-RPC messages in transit.

datagovin-mcp

Enables natural-language access to India's Open Government Data platform, letting users discover datasets, inspect schemas, and query live data from data.gov.in.

Design Feeds MCP

Enables browsing and reading curated design and photography feeds, as well as fetching any RSS/Atom/RDF feed with robust fallback.

OpenManager Vibe V4 MCP Server

A natural language-based server analysis and monitoring system that automatically processes user queries about server status and provides detailed responses with visualizations.

qa-automation-mcp-plugin

Enterprise web automation testing MCP server that controls local Chrome via Playwright CDP, providing tools for page element analysis, interaction, dynamic layer exploration, VTable scene graph, test recording, and Shadcn-style Excel export.

mcp-vault-reader

Enables AI assistants to search, read, and traverse Markdown note vaults (Obsidian-compatible) with full-text search, backlinks, knowledge graphs, and a persistent memory system for cross-session context.

kitchenowl-mcp

Enables AI assistants to manage shopping lists, recipes, meal plans, and shared expenses with a KitchenOwl instance via its REST API.

Reddit MCP Server

Enables MCP clients to scan, search, and read Reddit posts and comments using Reddit's public JSON endpoints, with no API credentials required.