Discover Awesome MCP Servers

Tool Response Suppressor (MCP)

This MCP server verifies that an agent’s claimed tool output matches the actual response returned by a tool to prevent invented or distorted results. It flags mismatches, omissions, and invented fields to ensure downstream logic only processes verified tool data.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API. Allows users to search the web for information using natural language queries through the MCP protocol.

Demo MCP Server

一个简单的 MCP 服务器小组件

Memory Server

Provides persistent memory management with SQLite, enabling storage and retrieval of conversational context with metadata via MCP tools and REST API.

jira-github-mcp

An MCP server for end-to-end Jira and GitHub integration, enabling AI agents in the IDE to automate workflows from issue tracking to pull request management.

Elastic MCP Server

Provides comprehensive tools for managing Elasticsearch clusters, including security management, search operations, and index administration. It enables users to monitor cluster health, handle InfoSec tasks, and execute complex queries using Elasticsearch Query DSL and ES|QL.

Sherlock MCP Server

Enables username enumeration across 400+ social media platforms using the Sherlock OSINT tool. Perfect for open-source intelligence gathering, cybersecurity research, and investigating social media presence through AI assistants.

arXiv MCP Server

Enables LLMs to search, fetch, and manage arXiv research papers across various categories. It allows users to browse recent publications, query specific metadata, and retrieve full abstracts through a local database.

Translation MCP Server

A server for managing translation key insertions into the clubee database with automatic cache revalidation and detailed reporting features.

Figma MCP Server

Enables integration with Figma through the Model Context Protocol, allowing users to interact with Figma designs and files using their Personal Access Token. Provides containerized deployment options and Server-Sent Events endpoint for real-time communication.

AgentZone MCP

Enables LLMs to search, discover, and interact with over 37,000 verified on-chain AI agents through the AgentZone platform. Users can filter agents by capability and trust score, access network analytics, and manage agent registrations or payments.

Cloud Datastore API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server providing natural language access to Google's Cloud Datastore services through the v1beta1 API.

Baguskto Saham

Enables access to Indonesian Stock Exchange (IDX) data with comprehensive historical data from 2019-2025 for 958 stocks, including real-time market overview, technical analysis, sector performance, and stock comparison capabilities.

MCP Image Validator

Enables Claude and other MCP clients to analyze and describe images using the Qwen3-VL vision model (235B parameters) through Ollama Cloud API, supporting multiple image formats without requiring local GPU.

Cordalux MCP Server

An enterprise-grade Model Context Protocol server that consolidates multiple applications (Mindfork, VybOS, GLOW, Codeverse) into a single scalable platform with AI tools, authentication, and security features.

Seam MCP Server

Enables control of smart locks through the Seam API, allowing users to lock/unlock doors, check status, and manage access codes across 100+ supported lock brands. Supports comprehensive access code management including temporary codes and multi-lock operations.

QwikVault MCP

Enables AI agents to read and write structured, human-verified wiki knowledge inside a project repo, providing reliable context without interfering with the AI's reasoning.

Botverse

MCP tools for video transcoding, document conversion, and multi-step pipelines — callable by any AI agent.

OpenSimulator MCP Server

Enables control of OpenSimulator virtual world servers through console commands, supporting region management, user administration, terrain editing, object manipulation, and HyperGrid operations via the REST console API.

mayan-relationship-mcp

Fetches Mayan zodiac signs from mymayansign.com and generates relationship compatibility analyses.

Symath-MCP

A symbolic mathematics MCP server supporting calculus, linear algebra, number theory, statistics, and unit conversion via natural language.

Trends MCP

Real-time trend data from Google Trends (Search, Images, News, Shopping), YouTube, TikTok, Reddit, Amazon, Wikipedia, npm, Steam, Spotify, X (Twitter), App Store, Google Play, web traffic, and news sentiment via one MCP connection. Works with Claude, Cursor, VS Code, Windsurf, ChatGPT, and any MCP-compatible AI.

Minecraft RCON MCP Server

Connects AI agents to Minecraft servers via RCON to execute commands, monitor logs, and perform read-only SQLite database queries. It is specifically designed to facilitate AI-assisted plugin development, live debugging, and automated testing workflows.

Unity AI Bridge

Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools, zero dependencies

Chronicle Beta

A local-first personal RAG memory system that turns AI conversation history into a searchable, retrievable knowledge base via MCP, enabling LLMs to semantically search past conversations.

GitHub Explorer MCP

A TypeScript implementation of an MCP server that provides GitHub repository information including file content, directory structure, and other metadata for MCP clients.

Expense Tracker MCP Server

Enables users to track and manage daily expenses through SQLite storage, supporting operations like adding, updating, deleting expenses, calculating totals by category, and filtering expenses by date range or category.

ID Generator MCP Server

Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers and provides current UTC timestamps in ISO 8601 format. This allows for reliable sequential tracking and standardized time recording across server restarts.

mcp-playwright

Enables browser automation for AI assistants via Playwright, supporting multiple browsers, sessions, and tools for web interaction and testing.

QA Agent Pro

Enables AI assistants to perform automated web testing by controlling a Chrome browser to navigate, interact with pages, capture screenshots, extract console logs, and simulate mobile devices for responsive design testing.