Discover Awesome MCP Servers

ironscales-mcp

MCP server for Ironscales — phishing incident management, email classification, and remediation

FrugalFinder

Enables AI agents to submit wishlist items with budgets and use cases, retrieve and list wishlists, and trigger value-focused deal scans through the FrugalBot analyzer.

MCP Avantage

A Model Context Protocol server that enables LLMs to access comprehensive financial data from Alpha Vantage API, including stock prices, fundamentals, forex, crypto, and economic indicators.

mcp-nestjs

A NestJS module for building Model Context Protocol (MCP) servers using decorators to expose services as tools, resources, and prompts. It features auto-discovery, a built-in playground UI, and support for multiple transports including SSE and Stdio.

Google Live Translate MCP Server

Provides translation and language detection tools to AI agents, processing text, audio, and Google Meet recordings with emotional voice style preservation via Google's Gemini Live API.

databid

Agent-native company intelligence. AI agents search and retrieve structured, verified company context (certifications, capabilities, capacity, lead times) for manufacturing & supply chain via 5 MCP tools.

Manim MCP Server

Enables Claude to create mathematical animation videos using Manim, allowing visualization of complex mathematical concepts like equations, graphs, geometric transformations, and calculus through programmatically generated animations.

real-time-llm-guardrails-mcp

Exposes LLM output validation (schema compliance and prompt-injection detection) as an MCP tool, enabling any MCP-compatible agent to apply real-time guardrails without importing the codebase.

Gmail MCP Server

A local MCP server that provides tool-level access to Gmail, allowing Claude to search, read, send, and manage emails using the Gmail API.

Audius MCP Server

Model Context Protocol を通じて、Audius 音楽プラットフォーム API とのインタラクションを可能にし、ユーザー、トラック、プレイリストの操作をサポートします。

Airline Flight Delays MCP Server

An AI-powered customer service automation system designed to handle flight disruptions by providing real-time flight status, sentiment-aware passenger communication, and personalized engagement activities. It streamlines rebooking, airport recommendations, and human agent handoffs to improve the passenger experience during delays.

agentic-remote-pc

Enables AI agents to securely control a remote Windows/Linux PC via MCP and REST, executing shell commands and driving coding-agent CLIs like Claude, Cursor, and Codex.

Oura MCP Server (Python)

Enables AI assistants to access Oura Ring health data including sleep, readiness, activity, heart rate, and workouts through MCP tools with OAuth2 authentication.

catalora-mcp

An MCP server for trading agents that provides eight tools to trade under enforceable limits, local paper trading, and comprehensive risk management.

mcp-sysadmin

Provider-agnostic MCP server for managing heterogeneous infrastructure (SSH, Proxmox VE, Virtualizor, Hetzner Cloud, Cloudflare) via a JSON inventory, exposing tools for VM/container management, DNS, firewalls, and SSH operations.

procurement-graph

Exposes a dependency graph of strategic sourcing artifacts and analyses as an MCP server, enabling navigation of phases, analyses, deliverables, and graph traversal for impact analysis and build order.

odoo_mcp

Enables agents to interact with self-hosted Odoo project tasks, chatter, and timesheets through nine typed tools for viewing, updating, and logging work.

OpenReplay Session Analysis MCP Server

Enables AI assistants to analyze OpenReplay session recordings for user behavior patterns, problem detection, and actionable insights through session search, journey analysis, and AI-powered summaries.

mcplex

An MCP server that bridges local Ollama models and ChromaDB vector memory to MCP clients like Claude Code. It enables local text generation, vision-based image analysis, and semantic memory storage without requiring external API keys.

Data Processing MCP Server

A FastMCP server for data processing tasks including CSV, JSON, text analysis, and numeric statistics, enabling users to parse, summarise, filter, convert, and analyze data through MCP tools.

loki-tail-mcp

An MCP server for Grafana Loki that enables LLMs to query, tail, and analyze logs, featuring fuzzy container-name matching, compact output, and tools for log patterns, volume, and label discovery. It can run as a local stdio server or a containerized HTTP service.

mcp-libraryofcongress

An MCP server for the Library of Congress that enables searching scanned American newspaper pages, searching catalogue items by media type, reading individual records, and listing digital collections, all without requiring an API key or account.

mcp-community-tools

Enables querying community chatter data and world country information through tools like get_top_10_highest_comments and fetch_countries, designed for integration with GitHub Copilot.

vikunja-mcp

A stateless FastMCP server that exposes the Vikunja REST API as MCP tools for managing projects, tasks, labels, comments, filters, and webhooks, designed for multi-agent use with token passthrough for per-agent authentication.

Mozaic MCP Server

Provides AI assistants access to the ADEO Mozaic Design System, enabling lookups of design tokens, component documentation, icons, and CSS utilities, plus generation of Vue and React component code snippets.

macrofactor-mcp

MacroFactor MCP is a local Fueling & Recovery Decision Engine. Give your MCP client a MacroFactor export, optionally add Garmin, and ask for a decision instead of manually comparing nutrition, sleep, body, and training screens.

Futurama Quote Machine MCP Server

Enables interaction with Futurama quotes through Claude Desktop by connecting to the Futurama Quote Machine API. Supports getting random quotes, searching by character, adding new quotes, editing existing ones, and managing the quote collection through natural language.

mcpvault

Local, encrypted credential vault for AI agents that enables secure multi-account management across services like Supabase, GitHub, Vercel, and Stripe, allowing seamless account switching without restarting the chat client.

mu-mcp

Enables local LLMs to search email via mu, keeping all data on-device for privacy.

sqlserver-mcp

Enables secure interaction with Microsoft SQL Server databases, allowing schema exploration, metadata retrieval, and read-only query execution through natural language.