Discover Awesome MCP Servers

ROS1 Noetic MCP Server

Enables LLMs to interact with ROS1 Noetic robotic systems by providing tools for topic management, service calls, and parameter configuration. It also supports node inspection, coordinate transform queries, and message introspection via the Model Context Protocol.

Rishi's Interactive Resume MCP Server

Enables natural language querying of a resume with AI/ML experience, business impact metrics, and technical skills. Supports searching by company, skill, or achievement with built-in analytics and evaluation capabilities.

MCP-Midscene

A server that allows using natural language to automate test flows with Playwright, leveraging MidScene's AI agent capabilities to interact with web elements and perform assertions.

📚 MCP Docs Search Server

Ini adalah server MCP ringan dan mudah digunakan yang memberdayakan LLM seperti Claude atau GPT untuk secara dinamis mencari dan mengambil dokumentasi terbaru dari pustaka AI populer seperti LangChain, LlamaIndex, dan OpenAI.

uniswap-price-mcp

uniswap-price-mcp

PostgreSQL MCP Server

A production-ready MCP server that enables chatting with PostgreSQL databases via Cloudflare Workers with GitHub OAuth authentication.

TrueNAS Core MCP Server

A Model Context Protocol server that enables Claude Desktop and other MCP clients to interact with TrueNAS Core systems through the TrueNAS API, supporting user management, storage operations, sharing, and snapshot creation.

User Health Profile MCP Server

Enables management of user health profiles with capabilities to list, retrieve, and add user health information. Provides a sample implementation for testing MCP functionality with ChatGPT and other MCP-compatible tools.

NHL MCP Server

Provides access to live NHL game data, team and player statistics, standings, schedules, playoff information, and head-to-head comparisons through natural language queries using official NHL APIs.

@chargebee/mcp

Server MCP yang menghubungkan agen AI ke Platform Chargebee.

Spatial Lakehouse MCP

An Iceberg-native geospatial MCP server powered by DuckDB that provides tools for spatial SQL queries, catalog discovery, and data management. It enables LLM agents to interact with Apache Iceberg lakehouses to perform complex spatial analysis, joins, and aggregations.

MCP Bluesky Stock Sentiment

Analyzes recent Bluesky posts about stocks and provides sentiment analysis using Cloudflare Workers AI. Searches for stock-related content on Bluesky and returns sentiment summaries with confidence scores and post details.

mcp-memory-gateway

An MCP server that provides memory management and gateway capabilities, enabling persistent storage and retrieval of contextual information across sessions.

CodeMind MCP

Enables users to manage GitCode repositories and automatically generate mind maps from project README files using Coze workflows. It serves as an architectural assistant to help developers quickly understand codebase structures and automate repository management tasks.

Bugsnag MCP Server

Server Protokol Konteks Model (MCP) untuk berinteraksi dengan Bugsnag. Server ini memungkinkan alat LLM seperti Cursor dan Claude untuk menyelidiki dan menyelesaikan masalah di Bugsnag.

Fastmail Calendar MCP Server

Enables AI assistants to interact with Fastmail calendars via CalDAV, allowing them to view, create, update, and delete calendar events using natural language.

LoadRunner Cloud MCP Server

Enables automated access to LoadRunner Cloud APIs for retrieving performance test data, managing projects, and collecting test results. Supports integration with AI clients for building performance engineering workflows and dashboards.

mcp-longbridge

LongBridge Securities Model Context Protocol (MCP) Server

Taiga MCP Server

Enables seamless integration between Large Language Models and Taiga project management platform, allowing users to manage projects, user stories, tasks, and team collaboration through natural language commands.

PentestThinkingMCP

Enables automated penetration testing workflow planning using Beam Search and Monte Carlo Tree Search algorithms to generate step-by-step attack paths, score vulnerabilities, and recommend tools for reconnaissance, exploitation, and privilege escalation tasks.

test-12-mcp

Provides AI agents and LLMs access to the test 12 API (Petstore Swagger) through standardized MCP tools for seamless integration and interaction.

GTEx MCP Server

Enables AI assistants to query and analyze genomics data from the GTEx Portal through 25 specialized tools for gene expression analysis, eQTL/sQTL associations, and genetic variant lookups across 54 human tissue types.

PostgreSQL MCP Server

Enables exploration and querying of PostgreSQL databases through natural language. Supports listing tables, viewing schemas, executing SELECT queries, filtering records, and retrieving database statistics.

cURL MCP Server

Enables LLMs to make HTTP requests using structured cURL commands with support for multiple authentication methods, custom headers, and comprehensive request/response control.

GitLab MCP for Code Review

An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.

AMap Weather MCP

An MCP server that provides real-time weather information, 4-day forecasts, and city search functionality for Chinese cities via the AMap API. It enables users to query weather data using city names or administrative codes through natural language interactions.

Remembra

Persistent memory layer for AI agents with entity resolution, PII detection, AES-256-GCM encryption at rest, and hybrid search. Self-hosted. 100% on LoCoMo benchmark.

Weather MCP Server

Provides real-time weather forecasts and alerts for US locations using the National Weather Service API. Supports querying forecasts by coordinates and retrieving active weather alerts by state.

Bilibili API MCP Server

Enables interaction with Bilibili (哔哩哔哩) through its API, supporting video search and recommendations, user search, dynamic feeds, video collections, and danmaku retrieval through natural language.

remnawave-mcp

An MCP server that enables LLM clients to manage Remnawave VPN panels through 51 specialized tools for user, node, and subscription administration. It provides real-time access to panel statistics, health checks, and guided workflows for system diagnostics.