Discover Awesome MCP Servers

Engram

Headless geometric memory engine for AI agents — no Vector DB, no cloud, no API key. Store and retrieve by meaning using native Vector Symbolic Architecture (NVSA) math over O_DIRECT NVMe mapping. Runs entirely on your machine via MCP.

fhir-synthetic-mcp

A learning MCP server providing synthetic FHIR patient data with read tools and a gated write workflow (propose → human approve → commit) with structured audit logging.

PDP MCP Server

An MCP server that provides RAG-powered Q\&A regarding Indonesia's Law No. 27 of 2022 on Personal Data Protection (UU PDP). It enables users to search for specific articles, legal definitions, data subject rights, and regulatory sanctions through Pinecone and OpenAI.

anima-use-google

MCP server that lets AI agents perform Google AI Mode searches using the user's own browser session, returning synthesized answers with citations.

Android MCP Server

Enables AI agents to fully control Android devices through over 30 tools for app management, UI automation, and vision-based analysis via ADB. It supports multi-device management, action recording, and smart execution strategies ranging from UI hierarchy parsing to coordinate-based interaction.

GitHub MCP Server

Enables LLM agents to search, read, and create GitHub issues and pull requests via natural language, using the GitHub API.

admission-feishu-mcp

Provides enrollment data query, aggregation, and cross-table comparison from Feishu multi-dimensional tables for AstrBot.

Correios: Entrega Diferenciada

Enables consulting Correios differentiated delivery restrictions from an official source, providing a read-only tool for checking delivery constraints via natural language in any MCP-compatible client.

Binance TypeScript MCP

Provides a tool to fetch real-time cryptocurrency prices from the Binance API and logs server activity to file resources. It allows users to query crypto symbols and monitor MCP interactions through natural language interfaces.

volcengine-mcp

MCP server for ByteDance Volcano Engine enabling text generation, multi-turn chat, and embeddings via Doubao LLM models through the Volcano Ark API.

pullpush-mcp

Enables searching Reddit comments and submissions using the PullPush.io API, allowing AI assistants to access historical Reddit data.

grok-build-plugin

Live X (Twitter) and web search for any coding agent through your existing Grok subscription. Exposes a grok_search MCP tool, so no X API key or X developer account is needed.

Postgres MCP Server

Enables interaction with PostgreSQL databases through natural language commands. Supports schema exploration, table inspection, DDL generation, data preview, and safe SQL execution with built-in query limits.

Exnos

Live browser-state verification for AI coding agents. Provides real-time state of Chrome tabs including URL, title, form fields, buttons, console errors, and visible text via MCP tools.

zentao

Enables full CRUD operations on Zentao entities like requirements, bugs, tasks, test cases, projects, and products through natural language.

Lumenco Catalog MCP Server

Provides read-only access to the Lumenco product catalog, enabling retrieval of products, specifications, listings, and recommendation candidates without browsing the site.

Supabase MCP Server

Connects AI assistants to Supabase projects to manage databases, execute SQL queries, and handle project configurations. It enables tasks like table management, edge function deployment, and log retrieval through the Model Context Protocol.

NomaCMS MCP Server

MCP server for NomaCMS. Manage collections, fields, content, and assets via AI agents.

Crawl4AI MCP

Enables AI assistants to crawl websites, extract dynamic content, navigate links, and save structured Markdown files via the MCP protocol, with support for anti-bot bypass, CSS selectors, and custom JavaScript execution.

OpenSincera MCP Server

Provides access to OpenSincera API for retrieving digital advertising publisher metadata, verification status, and operational metrics through domain or Publisher ID lookup.

x-agent-mcp

Enables AI agents to interact with X (Twitter) through its private GraphQL API using session cookies, supporting tweets, replies, likes, retweets, searches, direct messages, and more. Provides 24 MCP tools for full account automation.

MCPResilience

Enables MCP clients to seamlessly operate across legacy and modern protocol versions, auto-detecting the client's era on the first request and supporting the experimental Tasks extension with full compatibility.

Black Duck Signal MCP Server

Enables AI-powered security scanning of code changes and files through coding assistants, detecting vulnerabilities and providing fixes.

Shotcut MCP

Enables AI clients to create, edit, validate, preview, and render Shotcut projects (saved as MLT XML) without operating the GUI, using structured timeline editing tools and local safety mechanisms.

fine-tuning-os

A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimensions to prepare, build, train, evaluate, secure, package, and deliver fine-tuned models without ever accessing client data.

mcp-landregistry-uk

Enables querying HM Land Registry Price Paid Data (UK) through natural language, providing access to property transaction records.

AISOTools MCP Server

A hosted Model Context Protocol server that enables searching, retrieving, comparing, and finding alternatives for over 1,100 AI tools from the AISOTools catalog, with pricing, ratings, and source links.