Discover Awesome MCP Servers

domotz-mcp

MCP server for Domotz network monitoring and management. Enables AI assistants to query network devices, alerts, and topology via the Domotz API.

ManifestYOU

A soul document API for AI agents. Injects a short grounding preamble into your agent's system prompt before each session — licensing honest uncertainty, refusing cliché, and holding judgment instead of faking it. One call. ~200 tokens. Same model, better agent.

PromptArchitect MCP

Refines and improves AI prompts using workspace-aware context from your project's tech stack, structure, and dependencies. Includes tools to analyze prompt quality and generate well-structured prompts from raw ideas.

Agent Reputation MCP Server

Trust and reputation system for AI agents, enabling tracking, verifying, and building trust through scores, interactions, ratings, and reports.

ftrack MCP server

Provides broad, typed access to the ftrack Studio production-tracking API for LLM agents via 28 tools, including generic CRUD and convenience operations for projects, tasks, notes, and more.

portfolio-mcp

Enables AI assistants to query the author's career, projects, publications, and technical documents through read-only MCP tools.

mcp-registry-finder

Enables searching the official MCP Registry for servers, inspecting details, and generating install commands directly from within an agent session.

weppy-railway

MCP server for Roblox Studio integration, enabling AI agents to interact with Roblox through SSE transport and a local HTTP bridge for plugin communication.

listonic-mcp

Add, edit, and check off items on your Listonic shopping list.

cleanfetch

Enables AI agents to read web pages reliably, returning clean markdown content, hyperlinks, and metadata without navigation or ad noise.

figma-slides-mcp

Enables AI agents to create and edit Figma Slides in real-time, with built-in renderers for D3 charts, Rough.js sketches, and Satori layouts.

mcp-multimedia-server

Provides multimedia understanding tools for LLM agents, enabling image, video, audio analysis and speech transcription via cloud-based MiMo V2.5 through OpenAI-compatible endpoints.

example-mcp-server-sse

example-mcp-server-sse

ASR Graph of Thoughts (GoT) MCP Server

Enables sophisticated reasoning workflows using graph-based representations for AI models.

cti-mcp-server

Provides threat intelligence tools like IoC lookups, event backtracking, and IP enrichment via MCP, enabling automated triage and evidence queries.

Vela MCP Server

Enables governed, agent-agnostic data exploration by allowing users to ask natural language questions through MCP-compatible agents, executing safe, permission-scoped queries against data sources and returning interactive charts.

Universal MCP Server Java

A universal Model Context Protocol server in Java, enabling interaction with multiple LLMs (OpenAI, Gemini, Hugging Face) and databases (MongoDB) through a modular Spring Boot architecture.

sweaConnector

Connects Claude to a private algorithm study repository, enabling it to list problems, manage progress notes, and adjust study schedules through MCP tools.

Complete Google Ads API v21 MCP Server

Complete Google Ads API v21 MCP server with 40+ fully implemented tools for campaign, ad group, keyword, extension, and portfolio bidding management, enabling AI assistants to create, optimize, and manage Google Ads campaigns through natural language commands.

coolify-mcp

MCP server for Coolify infrastructure management, providing 45 tools for servers, applications, databases, deployments, and diagnostics via natural language.

MCP Server

A modular MCP server providing file operations, web search, URL scraping, and sandboxed command execution for LLM interactions.

Pearl

Pearl

sajuMCP

Calculates saju (four pillars) for a given birth year, month, day, hour, minute, and gender. Returns a compact or markdown string with the results using the ssaju engine.

MCP Project Guard

This MCP server automatically analyzes project architecture and finds similar code patterns to maintain consistency across different programming languages.

Chrome Course MCP

Enables browsing and collecting course materials from Brightspace through Chrome DevTools Protocol, allowing snapshotting, downloading media, and automating page navigation.

ps3d

Enables AI hosts to interact with a browser CAD workbench through model-neutral local stdio or authenticated remote MCP tools, supporting command discovery, design-health analysis, and scoped previews while never reading local files or taking over open sessions.

Nebius MCP Server

Enables AI agents to fetch Nebius cloud service documentation and execute Nebius CLI commands for managing cloud resources like compute instances and storage buckets through natural language interactions.

reins MCP Server

Provides tools for AI coding agents to read and write shared team context, including status, pending items, and handoffs. Enables agents to query current project status and claim pending work.

NextBillion.ai MCP Server

Provides geolocation, routing, and navigation tools including geocoding, place search, distance matrix, and turn-by-turn directions via NextBillion.ai APIs.

Codex Free

An MCP server that bridges ChatGPT Web Pro to local tools, enabling file read/write, shell command execution, git operations, and search within a specified project directory.