Discover Awesome MCP Servers

Components Build MCP

Provides AI assistants with tools to grade, generate, and validate UI components against the components.build specification. Supports searching documentation, checking compliance, and generating framework-agnostic accessible components.

Mnemosyne Cache MCP

High-performance MCP response caching server that reduces latency from ~3000ms to ~0.001ms for repeated tool calls using a dual-layer SQLite and LRU memory cache.

Northwind PostgreSQL MCP Server

A read-only MCP server that connects Claude to the Northwind sample PostgreSQL database, allowing natural language queries to generate SQL and charts.

sherweb-mcp

MCP server for Sherweb Partner API - distributor billing, service provider management, customer subscriptions, and payable charges

Gemini OCR MCP Server

Provides OCR services powered by Google's Gemini API to extract text from images via file paths or base64 strings. It enables high-accuracy text recognition and CAPTCHA processing through simple MCP tools.

Vertex MCP Search

A Model Context Protocol server that uses Google Vertex AI and Gemini 3.5 Flash to perform deep research with high thinking capability and live Google Search grounding, enabling intelligent, multi-source research via a single tool.

mcp-hello-server

A minimal MCP server that provides health/status checks and multilingual greetings via the server_info and greet tools.

claude-code-bridge

Automatically captures technical and product decisions from Claude Mac app sessions and writes them into project files, enabling seamless context transfer between strategy and coding sessions.

Signal Found MCP

Signal Found is a Reddit-native B2C/B2B outreach platform. You describe your product, we find people on Reddit already asking for it, and your AI agent handles the rest — messaging prospects, tracking replies, and optimizing your funnel in real time.

Argent

Enables AI assistants to interact with iOS Simulators and Android Emulators, allowing autonomous app development, UI interaction, profiling, and debugging through natural language.

excel-live-mac

Live Excel MCP server for macOS that interacts with running Excel instances in real time via AppleScript, enabling instant read/write, formula support, and VBA macro execution.

Document Reading and Converter Tool

Enables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.

mcpui-playground

A runnable lab for comparing plain MCP results, FastMCP Prefab UI, server-interactive MCP Apps, and a raw HTML MCP Apps bridge inside ChatGPT and other compatible hosts.

MCP N8N Webhook Server

A Model Context Protocol server that allows AI assistants to save structured information to n8n via webhooks for storage, indexing, and retrieval.

everything-search-mcp

Enables AI assistants to search local files on Windows using the Everything search engine, supporting basic and complex file searches with filters like date, size, media type, and document type.

Perplexity MCP Server

Integrates with Perplexity's API to provide web search and AI-powered answers with citations. Offers a three-tier research workflow: search for sources, ask for grounded AI answers, and ask_more for deeper analysis using advanced models.

garmin-mcp

Provides read-only access to authenticated Garmin Connect data through MCP, including profile and connection status. It supports secure linking without exposing Garmin credentials as tool arguments.

ProjectBrain

Local MCP server providing project cognition capabilities for AI coding agents, including context packs, impact analysis, and git diff review through stdio communication.

devfeed-mcp

An AI-powered Hacker News reader that enables assistants to manage replies, filter hiring threads, and generate personalized story digests. It provides tools for thread intelligence and full-text search by wrapping the official HN API and Algolia Search.

Certificado Anbima

MCP server to query Anbima professional certifications by Brazilian CPF. It is read-only, hosted, and works with any MCP client over HTTP.

google-calendar-mcp

MCP server for Google Calendar and Google Tasks, exposed over HTTP (JSON-RPC) so LLM clients can manage events and tasks via a service account.

Engram

Engram is a local-first memory server that lets AI agents remember things across sessions with zero cloud dependencies.

ChittyMCP

A consolidated Model Context Protocol server for the ChittyOS ecosystem, offering modular tools for evidence intake, legal, infrastructure, and synchronization domains with chain execution.

acme-mcp

A nested MCP system that demonstrates server composition by using an orchestrator to manage an internal vector store for semantic search. It enables complex, multi-hop retrieval and reasoning over a knowledge base through an agentic reasoning loop.

Doubao Vision MCP Server

Enables image understanding using Doubao vision models via MCP, supporting local file paths and URLs with customizable prompts.

Browsershot MCP

Enables Claude Code to capture and analyze web page screenshots, responsive layouts, and page metadata using Puppeteer. It allows developers to perform visual UI inspections and compare designs across various viewports directly within the terminal.

Jina AI Remote MCP Server

Provides tools for web content extraction, search, embeddings, reranking, and image processing via Jina AI APIs, enabling intelligent data retrieval and analysis.

MCP Task

Async MCP server for running long-running AI tasks with real-time progress monitoring, enabling users to start, monitor, and manage complex AI workflows across multiple models.

textify-mcp

A local stdio shim for the hosted Textify MCP server that converts audio, video, images, documents, and webpages into text or Markdown. Includes tools for YouTube transcripts, audio transcription, OCR, file-to-Markdown, and webpage-to-Markdown extraction.

MCP SearxNG Search

一个 MCP 服务器，它使用 SearxNG 实例来启用网络搜索功能，从而允许像 Goose 这样的 MCP 兼容应用程序执行互联网搜索。