Discover Awesome MCP Servers

Turbular

Provides a unified API to connect LLMs to various databases, with schema normalization and query transformation for seamless interaction.

TinyAssets

Enables chatbots to interact with a global goals engine, allowing them to declare goals, manage branches, and evaluate outcomes through MCP tools.

Databar MCP Server

Enables AI assistants to interact with Databar.ai's data enrichment API, allowing discovery, configuration, and execution of data enrichments across hundreds of providers using natural language.

Google Services MCP Server

Enables interaction with multiple Google services including Maps, Finance, Flights, Gmail, and Calendar through a unified interface. Provides comprehensive access to geocoding, stock data, flight information, email management, and calendar operations.

mcp-myvariant

Enables querying metadata from MyVariant.info, a comprehensive variant annotation database, providing dataset statistics, source information, and build versions.

ohos-playwright-mcp

MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation using playwright-core over CDP, providing tools for navigation, input, network, cookies, and more.

@aiwerk/mcp-server-wheel-size

Provides vehicle wheel and tyre fitment data for 10,000+ makes, models, and trim levels through 32 read-only tools, enabling searches by vehicle, rim, or tire specifications.

Omega API MCP

It gives AI agents one tool to access the Omega-API judge, which evaluates conversational turns and returns a decision and gate action (release, clarify, suppress, or none) to guide the agent's response.

MCP Server Deepdive

A Python-based MCP server implementation that can be easily installed via pip or directly from GitHub, providing a simple way to deploy and run MCP server functionality.

qwen-expert

Enables Claude Code to request an additional advisory opinion from Qwen3.8-Max through a manually authorized local browser session, while keeping the interaction confined to loopback endpoints.

edgar-mcp

MCP server providing read-only access to SEC EDGAR filings, allowing LLMs to look up companies, search filings, and retrieve securities offering data.

js-reverse-mcp

A Chrome DevTools Protocol-based MCP server that enables AI coding assistants to control browsers for JavaScript debugging, reverse engineering, web scraping, and API debugging.

mobile-mcp-opengl

Enables AI coding agents to test and automate Android apps rendering UI in OpenGL/Vulkan/Metal surfaces via screenshot-based vision tools for tapping, swiping, long-pressing, and recording, without accessibility tree dependency.

Aidelly MCP Server

Automate Aidelly social media management directly from Claude Code. Create, schedule, and manage posts across all connected platforms with AI-powered MCP tools.

GoodRx MCP Server

Enables AI assistants to search for real-time prescription drug prices, find local pharmacies, and retrieve discount coupons through the GoodRx service. It uses Playwright browser automation to provide drug comparisons and checkout details like BIN and PCN codes.

Shopify Checkout Branding MCP Tool

Enables AI assistants to programmatically customize Shopify Plus checkout branding, including colors, typography, logos, and design systems, with safety defaults for production updates.

memoryhub

MCP server for persistent memory using Qdrant vector store. Stores text memories with LLM-generated embeddings and retrieves them via semantic search.

DingTalk MCP Server

Enables Claude to interact with DingTalk workspaces to search for users, retrieve detailed employee information, and send private messages. It bridges the Model Context Protocol with DingTalk's internal enterprise APIs for seamless workspace communication.

Browser MCP

Enables AI applications to automate your existing browser using your logged-in profile. Provides fast, private browser automation that avoids bot detection by working with your real browser fingerprint.

DoorProfit Crime & Neighborhood Data

US crime safety scores, recent incidents, neighborhood demographics, rent data, and registered-offender search by address. Free tier available.

diamond

Enables AI assistants to search and read offline documentation from synced libraries via MCP tools, providing hybrid keyword and semantic search without network calls.

memhippo

Provides persistent, shared memory for AI agents by capturing conversations verbatim, distilling facts and summaries, and enabling retrieval through search, timeline, details, and explicit remember tools.

Super RAG MCP Server

Enables AI agents to perform offline cybersecurity research and penetration testing by querying a local knowledge base of curated security data, with tools for searching, answering, and status checking.

pwndbg-mcp

Enables AI agents to control pwndbg for collaborative debugging with real-time state synchronization and full GDB/pwndbg command support.

executor

An integration layer for AI agents that provides a catalog of tools from various sources (OpenAPI, GraphQL, MCP, etc.) and can be used as an MCP server for compatible agents.

Shell Server

A simple MCP server that exposes a terminal tool, allowing AI agents to execute shell commands.

youtube-video-analyzer-mcp

Analyzes public YouTube videos with Google Gemini, enabling summarization, timestamped insights, metadata extraction, audio analysis, and long-video sessions with follow-up questions.

keka-mcp-server

MCP server for the Keka HRM API, enabling HR operations like employee management, leave, attendance, payroll, recruitment, and PSA.

ragx

RAGX MCP Server enables retrieval-augmented generation with document ingestion, hybrid search, and agentic answering using Claude, exposing tools for querying, searching, and managing documents.