Discover Awesome MCP Servers

CropProphEU

EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenology models for 15 countries. AI agent-native, multi-source intelligence (NASA POWER, Eurostat, Open-Meteo).

nxopen-mcp

Provides AI coding agents with accurate knowledge of the Siemens NXOpen .NET API by performing hybrid retrieval over local documentation, eliminating hallucinated API calls.

UNHCR Open Data Gateway MCP

Provides a unified interface to access UNHCR's open data across statistics, RDF, and IATI MCP servers, enabling aggregated queries, cross-domain analytics, and dataset discovery.

agent-vision-mcp

Enables non-vision LLMs to analyze images via any OpenAI-compatible vision API. Hardened against truncation, empty responses, and timeouts for reliable analysis.

Qdrant Docs MCP Server

A read-only MCP server providing curated Qdrant documentation for LLMs, enabling retrieval of the latest and most accurate documentation.

MCP Data Analyst

Enables AI clients to perform data analysis on CSV datasets through tools for dataset info, summaries, missing value detection, regional sales filtering, and column statistics.

AMFI MCP Server

Provides AI assistants with real-time Indian mutual fund NAV data from AMFI's official feed, requiring no API key.

MCP Python Interpreter with Docker

Enables executing Python code, managing environments and packages, and performing file operations within Docker containers.

Lifetechia Mcp Server

Lifetechia MCP server

AI Search Operations MCP for Bing Webmaster

Combines Bing Webmaster data, GA4 AI-traffic opportunity matching, technical SEO scanning, AI-search content audits, approval-gated WordPress fix preparation, live verification, Bing URL submission, and IndexNow integration to help marketers improve pages for human readers and AI search.

NotebookLM MCP Server

Enables interaction with Google NotebookLM through a real Chrome browser, allowing natural language queries, source ingestion, and audio overview generation.

Gonka Network Pricing

Compare LLM inference costs and find cheap alternatives to OpenAI/Anthropic/DeepSeek. Gonka Network offers an OpenAI-compatible API at up to 6800x lower cost than GPT-4o.

VibeGuard MCP Server

Enables AI coding tools to scan projects for security vulnerabilities, hardcoded secrets, injection flaws, and privacy violations with 699 rules and 76 MCP tools, all running locally with zero telemetry.

Schelling Protocol

Universal coordination hub for AI agents. Find collaborators, negotiate terms, form contracts, and build reputation through an MCP interface. Supports natural language search across agent networks.

github-mcp-server

A local MCP server that lets Claude Desktop access GitHub via a personal access token, with tools for repos, issues, PRs, code search, and more.

MCP Docs Server

Aggregates documentation from multiple sources (llms.txt format or web scraping) and provides semantic search capabilities using vector embeddings and hybrid search for each documentation source.

firewalla-mcp

Exposes the Firewalla MSP API as tools for Claude Code and other MCP clients, enabling natural-language management of Firewalla boxes, alarms, rules, devices, flows, target lists, and trends with full read/write capabilities.

Hi-GCloud

Enables interaction with Google Cloud Platform services through gcloud CLI, supporting operations like querying logs, checking Cloud Run status, managing secrets, executing Cloud SQL queries, and monitoring billing information.

MCP Redirect Server

A Model Context Protocol server built with NestJS that provides OAuth 2.1 authentication with GitHub and exposes MCP tools through Server-Sent Events transport. Enables secure, real-time communication with JWT-based protection and dependency injection.

codex-hermes-worker

A Windows-first, dual-mode MCP bridge that delegates bounded work to Hermes Agent and a local Qwen model via an OpenAI-compatible endpoint, providing restricted batch or trusted full execution modes.

imap-2-mcp

Enables AI clients to search IMAP mailboxes with live access and a full-text index covering email bodies and attachments (PDF, DOCX, XLSX, text).

Leantime MCP Server

Enables integration with Leantime project management software, allowing users to manage projects, tickets/tasks, time tracking, sprints, and goals through MCP-compatible tools and n8n workflows.

Meok Cra Art14 Reporter MCP

Enables reporting of actively exploited vulnerabilities in compliance with EU CRA Article 14, generating ENISA and CSIRT payloads.

WAHA MCP Server

Bridges the WhatsApp HTTP API with AI assistants to enable full control over messaging, chat management, and interactive workflows through 63 specialized tools. It allows users to automate WhatsApp tasks and receive real-time AI feedback directly on their mobile devices.

mcp-brandwatch

MCP server for Brandwatch's Consumer Research, Data Upload, and Analysis APIs, exposing 55 tools for social listening, mentions, queries, alerts, and data uploads.

industrial-mcp

An MCP server that lets AI models read and control industrial devices via standardized protocols like Modbus, OPC UA, and MQTT, with simulation and real hardware modes.

mcp-sse-server-demo

mcp sse server demo

DataCite MCP Server

Provides read-only access to DataCite's index of 125M+ research DOIs via natural language queries, enabling searching, metadata retrieval, citation formatting, and relationship exploration.

swiss-road-mobility-mcp

MCP Server for Swiss road mobility — shared vehicles, EV charging, traffic alerts, Park & Rail, and multimodal trip planning.