Discover Awesome MCP Servers

crawl-mcp

MCP server for web crawling, searching, and AI-powered content extraction, supporting single-page, batch, and full-site crawling along with text, news, image, book, and video search.

mcp-system

Enables system automation and control including command execution, process management, network tools, environment variables, disk usage, and service status.

Smart Image Generator

Enables AI assistants to generate and edit images using Google's Gemini 2.5 Flash Image API with intelligent prompt enhancement. Supports text-to-image generation, image editing with natural language instructions, and advanced features like character consistency and multi-image blending.

Adzuna Jobs MCP Server

Enables AI assistants to search jobs, analyze salary data, and research employers across 12 countries via the Adzuna API.

TikTok Integration

Um servidor MCP para vídeos do TikTok que permite obter legendas de vídeos e detalhes da publicação, como o número de curtidas, hashtags e horário de publicação.

Fr Torrent Search MCP Server

A Python MCP server that allows programmatic interaction to find torrents programmatically on YggTorrent and La Cale.

Create a Custom Server

Um servidor MCP personalizado que fornece ferramentas de cálculo aritmético e operações matemáticas rápidas para assistentes de IA.

DevOps MCP Server

Enables searching and managing Docker images and tags, as well as querying GitLab CI/CD references, versions, and pipeline configurations through a DevOps API.

LeBonFoin MCP

French marketplace MCP server for artisanal hemp/CBD products. Exposes 10 tools (product search, personalized recommendations, comparison, producer info with geolocation, stock availability, market prices "Bloomberg CBD", complete CBD guides, news, wiki search, full wiki article) + 4 resources (catalog, producers map, CBD reference covering France + 12 EU countries, wiki catalog).

Academic Author Network MCP Server

Enables analysis of academic author networks and research collaborations by retrieving co-authors and research keywords from sources like Semantic Scholar, OpenAlex, Crossref, and Google Scholar.

Foundry MCP Server

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telegram-archive-mcp

MCP server that exposes any Telegram-Archive instance to LLMs, enabling message search, chat browsing, and access to archived Telegram history.

MCP GSC AI Agent Carrier Class Fleet

Enables discovery of carrier fleets, jurisdictions, and carrier cards across multiple sovereign regions using read tools and broadcast JSON.

Carrot AI PM

Spec-driven development tool for AI coding assistants that generates specs, validates code compliance, and provides actionable feedback.

Ask-My-Data MCP

Automatically routes natural language questions to RAG or Text2SQL paths to answer queries about virtual construction site data, supporting semantic search and structured aggregation.

Luxembourg Invoice MCP

Enables AI agents to send Luxembourg B2B e-invoices over the Peppol network via Storecove, with tools for recipient discovery, invoice creation, and delivery evidence.

Ekispert MCP Remote Server

Enables route search and PDF generation using Japan's Ekispert API through a remote MCP server. Deployed on Cloudflare Workers with secure OAuth authentication and persistent PDF storage via R2.

mcp-zap

MCP server for sending and receiving WhatsApp messages through Evolution API, enabling management of instances, messages, and chats directly from Claude Code.

AI Agent Marketplace Index Search

Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.

CI-1T Prediction Stability Engine

Prediction stability engine for AI agents. Evaluate model stability, detect ghosts, probe any LLM for instability, monitor fleet drift. 20 tools + 1 resource. Works with Claude, Cursor, VS Code.

hetrixmcp

Enables interacting with the HetrixTools API v3 to manage blacklists, uptime monitors, status pages, scheduled maintenance, and server agents via natural language.

Knowledge Base MCP

A cross-project knowledge base MCP server supporting three-layer search (text matching, TF-IDF, and semantic vectors) with a Web UI for management.

MCP-Based Weather Information System

Provides current weather information for any location and generates AI-powered responses using Google Gemini through FastMCP.

medisolveai-kafka

Enables Claude Code to generate Kafka producer and consumer code using predefined event schemas, with tools to list events, get schemas, and validate code.

Remote MCP Server Authless

Enables deploying a remote MCP server on Cloudflare Workers without authentication, supporting custom tools and integration with MCP clients like Claude Desktop.

Glyphic

An MCP server that lets agents draw 18 diagram types from JSON (no SVG, no headless browser)

x-mcp

A read-only X/Twitter MCP server that enables data retrieval for user profiles, tweets, and social graphs using OAuth 2.0 Bearer Token authentication. It supports searching recent tweets, viewing timelines, and tracking engagement metrics like followers, likes, and retweets.

mcp_3d_relief

mcp\_3d\_relief

gavel

MCP server for gavel, a code-quality gate for Bazel monorepos. Exposes judge, findings, coverage and architecture tools so a coding agent can check its change against the quality gate (lint, coverage, layer rules) before declaring it done — all off the Bazel build graph, over just what changed.

Fill-Rite MCP

Enables AI agents to interact with a user's Fill-Rite fuel management system, with token refresh handling for continuous access.