Discover Awesome MCP Servers

tessera

Provides persistent codebase memory for Claude Code, enabling semantic understanding of the project structure and action history across sessions to reduce redundant file reads.

codex-web-bridge

Local MCP server bridging ChatGPT Web to local tools for file, shell, git, test, and process management with secure policy controls.

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.

factlog

A shared, append-only fact log that enables AI agents to coordinate on a workspace via MCP, CLI, REST, and web interfaces.

ai-model-selector-mcp

Provides AI assistants with structured access to metadata for 76+ AI models across Ollama, Claude, and OpenRouter, enabling capability queries, compatibility checks, model comparisons, and task-based recommendations.

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.

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.

MCP Docker Server

Enables secure Docker command execution from isolated environments like containers through MCP protocol. Provides tools for managing Docker containers, images, and Docker Compose services with security validation and async operation support.

Luminus

Provides real-time European and GB electricity grid data via MCP, including generation, prices, carbon intensity, and grid infrastructure.

Remote MCP Server

A deployable Model Context Protocol server for Cloudflare Workers that allows users to create custom AI tools without authentication requirements and connect them to Cloudflare AI Playground or Claude Desktop.

erpnext-server

이것은 TypeScript 기반 MCP 서버로, ERPNext/Frappe API와의 통합을 제공합니다. AI 어시스턴트가 모델 컨텍스트 프로토콜을 통해 ERPNext 데이터 및 기능과 상호 작용할 수 있도록 합니다.

Neotoma

Deterministic state layer for AI agents that stores versioned entities such as contacts, tasks, transactions, and decisions with immutable observations and full provenance. Local-first SQLite memory shared across Claude, Cursor, ChatGPT, Codex, and OpenClaw via MCP and native plugins.

resy-mcp

Manage Resy reservations via natural language: search restaurants, book tables, and manage reservations, favorites, and Priority Notify.

PostgreSQL MCP Server (Model Context Protocol)

FastMCP 기반 MCP 서버로 Postgres 제어

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.