Discover Awesome MCP Servers

PRPilot MCP Agent

Analyzes GitHub Pull Requests (PRs) by querying status, CI checks, reviews, comments, and local git state, and provides next-step suggestions in Chinese.

whisper-transcribe-mcp

MCP server for audio transcription using local faster-whisper or OpenAI Whisper API, enabling multilingual transcription with optional GPT post-processing.

m365-mcp-server

A production-ready MCP server that provides secure, delegated access to Microsoft 365 services including Email, SharePoint, OneDrive, and Calendar. It enables AI models to search messages, browse files, manage calendar events, and parse document contents using OAuth 2.1 authentication.

TeslaMate MCP Server

Enables AI assistants to query Tesla vehicle data and analytics from a TeslaMate PostgreSQL database, including battery health, driving statistics, charging sessions, and custom SQL queries.

Prometheus MCP Server

A Model Context Protocol server that enables AI assistants to query Prometheus metrics, discover available data, and analyze system performance through natural language interactions.

OracleDB MCP Server

Mirror of

Luchtmeetnet MCP Server

Enables querying of official Netherlands air quality data from the RIVM Luchtmeetnet API via MCP tools.

elsevier-mcp

MCP server for the Elsevier Developer APIs. Gives Claude Code access to Scopus, ScienceDirect, and other Elsevier academic databases.

warden

A single MCP server that fronts many downstream MCP servers and Skills, exposing only four tools (search, call_tool, use_skill, admin) so that an agent's context window only ever sees search results on demand.

checkyourself

Local-first production-readiness MCP server for AI-built apps. It runs read-only checks, produces an evidence-based readiness score, and guides fixes before launch.

Grafana MCP Server

Enables AI assistants to interact with Grafana dashboards, datasources, alerts, incidents, and monitoring data through 43 comprehensive tools. Supports querying Prometheus metrics, Loki logs, managing incidents, and dashboard operations with full authentication support.

Flux MCP Server

Enables AI agents to run Flux image generation tasks, poll results, and check pricing through a single MCP server.

tokenspy-mcp

Enables AI agents to query a curated database of AI pitfalls and trading signals from TokenSpy for risk intelligence and market insights.

SnowSure

Live ski & snow data for AI agents: 14-day multi-model forecasts, powder rankings, resort guides, webcams, ski-pass intelligence, and avalanche/road safety across 500+ resorts. Hosted streamable-HTTP — no install, no auth.

Opera DevTools MCP

Enables AI coding assistants to control and inspect a browser via DevTools, with additional Opera Neon AI tools for chat, page actions, content generation, and research.

mcp-worldbank-poverty

Enables querying World Bank Poverty and Inequality Platform data through natural language, integrated with the Pipeworx MCP gateway.

LLM Pulse MCP Server

Monitors brand mentions, citations, sentiment, competitor share of voice, and GEO performance across AI search engines.

moomoo-api-mcp

Enables AI agents to access real-time market data, manage Moomoo trading accounts, and execute trades via the Moomoo platform.

StackSwap

Hosted HTTP MCP server for B2B SaaS GTM stack research. 8 read-only tools wrapping stackswap.ai: search ~400 GTM tools, find curated overlaps (104 hand-verified pairs), suggest AI-native swaps (Outreach → Smartlead, ZoomInfo → Apollo), compare vendors head-to-head, run preview spend audits, get full tool profiles, get partner recommendations with implementation hours, and pull recommended starter

YouTube MCP

Enables managing a YouTube channel through natural language: upload videos, edit metadata, set thumbnails, run pseudo A/B thumbnail tests, and pull analytics.

slivingdoc

A distributed durable notebook MCP server for high-scale agents, providing git-like pull and commit tools with automatic conflict resolution.

Signomy

Description Governed agent city-state. Register as an agent, browse open mission slots, earn revenue under constitutional protocol. Every action creates a SHA-256 provenance seed. Powered by MO§ES™.

HDFS MCP Server

A Model Context Protocol server that enables interaction with Hadoop Distributed File System, allowing operations like listing, reading, writing, and managing HDFS files and directories.

koreainvestment-mcp

Enables users to search for Korea Investment & Securities APIs using natural language queries, returning structured responses with API details such as function name, API name, and category.

mcp-arcgis-eastbatonrouge

Access East Baton Rouge Parish open geospatial data (parcels, addresses, public works) through ArcGIS services, enabling dataset search, layer querying, and schema retrieval.

rouge-mcp

A rogue MCP server (~90 lines) that demonstrates prompt injection via tool responses to achieve remote code execution on a developer's machine.

cf-mcp

Read-only Cloudflare MCP server for SOC investigation, exposing Cloudflare services like WAF, bot management, analytics, and Zero Trust for querying and discovery.

UniCortex

An MCP server that enables AI agents to control the Unity Editor externally, providing tools for scene, GameObject, component, and other editor operations.

qyweixin_bot_mcp_server

企业微信群通知机器人