Discover Awesome MCP Servers

MCP Server Hub

Servidor MCP centralizado hospedado no Vercel

EaseCation User Center MCP Server

An MCP server for the EaseCation user center that provides admin and user tools to interact with UC backend services.

mcp-arcgis-centennial

Enables searching and querying City of Centennial GIS open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services.

MCP Server Template for Cloudflare Workers

A production-ready template for building MCP servers on Cloudflare Workers with social login (Google, Microsoft, GitHub), D1 database, admin dashboard, and built-in AI chat testing across multiple providers.

Vibe.co MCP Server

Enables AI assistants to interact with the Vibe CTV/streaming advertising platform, allowing listing of advertisers, apps, campaigns, and creating reports via the Vibe API.

fpl-server

FPL用のMCPサーバー

Cortex

An MCP server for capturing, searching, and synthesizing knowledge objects with formal ontology, reasoning, and hybrid retrieval.

network-mcp

Provides AI assistants with direct access to multi-vendor network devices for tasks like configuration management, health checks, and topology discovery through 35 specialized tools. It enables natural language control over platforms including Cisco, Juniper, and Nokia using SSH, NETCONF, and SNMP protocols.

devcontainer-mcp

A minimal MCP server that exposes a single bash tool to execute commands inside a devcontainer, returning real output and exit codes.

PostgreSQL MCP Server (Model Context Protocol)

FastMCP ベースの MCP サーバーで Postgres を制御

ai-runtime-guard

ai-runtime-guard is an MCP server that sits between your AI agent and your system, enforcing a policy layer before any file or shell action takes effect. No retraining, no prompt engineering, no changes to your agent or workflow, just install, configure once, and your agent operates within the boundaries you set.

MCP Console Automation Server

Enables AI assistants to fully interact with console applications, monitor output, detect errors, and automate terminal workflows across multiple sessions. Similar to how Playwright works for web browsers but for command-line interfaces.

AWS MCP Gateway

A minimal, security-focused MCP gateway for connecting ChatGPT to AWS account data through explicit, read-only tools.

UI Perception Engine

Enables AI agents to perceive and interact with web interfaces by extracting a unified UI Scene Graph from live URLs, providing tools for navigation, element detection, visual analysis, and state tracking.

aiplayer-mc-bot MCP Server

Enables natural language control of a Minecraft bot, allowing it to execute tasks like mining, exploring, and item management via AI-powered commands.

MANIT ERP MCP Server

Simple MCP server that exposes a tool to fetch student result/CGPA data from MANIT ERP APIs.

negative-results-mcp

Negative results intelligence for drug discovery: inactive compounds, failed selectivity panels, terminated clinical trials, failed CRISPR screens, antibody developability failures, and more — each result carrying full provenance (source database, DOI/PMID, license)

For Five Coffee MCP Server

Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.

flutter-coder

Provides Flutter and Dart reference data, code generation, live API lookups, and a verified sample corpus for AI coding assistants, enabling efficient Flutter development with accurate guidance and boilerplate generation.

confluence-wiki-mcp-server

MCP server for fetching Confluence Wiki content, including pages, search, attachments, comments, and references, with automatic authentication via a managed Chrome profile.

Google Search Console MCP Server

Connects AI assistants to Google Search Console data for SEO analysis, including search analytics, URL inspection, sitemaps, indexing, and opportunity detection.

JSON MCP Boilerplate

A starter template for building MCP (Model Context Protocol) servers with TypeScript support. Provides a clean foundation with example tools, resources, and prompts for creating custom integrations with Claude, Cursor, or other MCP-compatible AI assistants.

ellmos-clatcher-mcp

Utility-first MCP server that extends Claude Code with file-maintenance capabilities beyond built-in tools. Supports encoding repair, format conversion, duplicate detection, batch renaming, and archive utilities.

portfolio-mcp-server

Exposes 32 portfolio tools over stdio so MCP-compatible AI clients can read and manage profile, projects, skills, certifications, education, experience, and testimonials from a universal-portfolio instance.

MuseScore MCP Server

A Model Context Protocol server that provides programmatic control over MuseScore through a WebSocket-based plugin system, allowing AI assistants to compose music, add lyrics, navigate scores, and control MuseScore directly.

Local Snowflake MCP Server

Enables Claude Desktop to interact with Snowflake databases through natural-language SQL queries. Built in Python, it allows secure local integration between LLMs and enterprise data systems for database operations and analysis.

mcp-engram

Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge graph with SQLite, supporting search, graph traversal, temporal sequences, and structured reasoning.

mcp-financex

Comprehensive MCP server for real-time stock, cryptocurrency, options, and fundamental analysis, including SEC filings and insider trading data.

Shared Memory MCP Server

Provides a shared context layer for AI agent teams to improve token efficiency through context deduplication and incremental state sharing. It enables multiple agents to coordinate tasks, share real-time discoveries, and manage dependencies while significantly reducing redundant data transmission.

Feedback Analyzer AI MCP

Feedback Analyzer AI - MCP server providing AI-powered tools and automation by MEOK AI Labs