Discover Awesome MCP Servers

Multi-LLM Gateway MCP

An MCP server that functions as an intelligent gateway for multiple LLM backends including OpenAI, Claude, and Ollama. It supports automatic provider fallback, streaming responses via Server-Sent Events, and real-time monitoring for robust AI integration.

PhantomAPI

Compiles any software into an API by learning from user demonstrations, providing a deterministic, low-latency MCP server with zero token cost at runtime.

zig-docs-mcp

Serves always-fresh official Zig documentation for the latest release, curated performance guidance, and safe dry-run-based toolchain auto-updates.

figma-mcp

Enables Claude to create and edit Figma designs in real time through MCP tools, allowing natural language commands for generating slides, charts, and other elements.

MCP Document Analysis Server

A Model Context Protocol server that provides document analysis capabilities to LLM applications, including extraction, chunking, summarization, and semantic search for PDF, DOCX, and plaintext documents.

security-paper-mcp-server

MCP server for searching papers from top-tier and second-tier security conferences (S&P, USENIX Security, CCS, NDSS, ACSAC, RAID, ESORICS) using DBLP, with tools for keyword/author/year/conference search, listing conference papers, and getting statistics.

google-ads-mcp-server

An MCP server that provides read and write access to Google Ads, allowing natural language management of campaigns, budgets, ad groups, bids, and keywords, with dry-run validation for safety.

Turritopsis

Provides a shared project knowledge and handoff layer for coding agents, offering tools to list, search, retrieve, and update stages of project information to maintain continuity across long-running projects

romm-mcp

A community-maintained MCP server for bounded management of RomM through its authenticated API, providing typed read/write tools for library tasks like ROM discovery, metadata updates, and collection management.

Arenula MCP

MCP server suite for the s&box game engine, enabling AI assistants to manipulate scenes, create objects, compile code, manage assets, and more via editor, API, and docs servers.

API as MCP

Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM Granite model via Ollama. Enables LLM clients to interact with any REST API endpoint through the MCP protocol.

jetbrains-proxy-mcp-server

A proxy server that forwards MCP requests to a JetBrains IDE server, with support for path conversion between WSL, Git Bash, and Windows.

localsend-mcp

Enables sending files to LocalSend devices on the local network by scanning for devices and sending files using the LocalSend v2 protocol.

API Tester AI MCP

API Tester AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

AdMob MCP Server

Connects Claude to the Google AdMob API to provide a conversational interface for managing and analyzing ad revenue data. It enables users to generate custom network reports, track performance trends, and diagnose revenue fluctuations using natural language.

YApi MCP Server

Enables interaction with YApi API management platform through natural language, allowing automated interface management including creating/updating APIs, managing categories, importing data, and retrieving project information.

Agents MCP Server

MCP server for agent-to-agent communication over NATS with live session push via Claude Code Channels.

terminal-bridge-mcp

An MCP server that bridges AI assistants to real terminal sessions, enabling creation, management, and interaction with persistent PTY processes for running commands, monitoring output, and debugging.

Gemini MCP Server

Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and images, generating and translating text, and reviewing code. Supports both CLI and API backends with different quota limits.

spoken-mcp

A voice-enabled interface for Claude Desktop that supports speech-to-text input and text-to-speech output via ElevenLabs, turning Claude into a voice assistant.

workspace-mcp

Bridges Claude AI with the local filesystem for direct file and project management, enabling incremental saves and automatic work logs to overcome token limits.

tb-query

MCP server for querying and analyzing TensorBoard event files, enabling AI agents to extract scalar data, statistics, and correlations without a running TensorBoard server.

arkime-mcp-server

An MCP server for Arkime full packet capture that enables AI assistants to search network sessions, investigate traffic patterns, and monitor capture health through various network analysis tools.

Recruitment AI MCP

This MCP server provides hiring automation tools for recruitment processes. It enables users to generate job descriptions, score CVs, create interview questions, benchmark salaries, and draft offer letters through natural language interactions.

Ubuntu MCP Server

A secure protocol server that allows AI assistants to safely interact with Ubuntu systems through controlled file operations, command execution, package management, and system information retrieval.

cortex-cloud-docs-mcp-server

MCP server for asking questions about Cortex Cloud documentation

edict-lang

Agent-first programming language: agents produce JSON AST, the compiler validates, type-checks, effect-checks, verifies contracts via Z3/SMT, and compiles to WASM. 19 MCP tools for the full compile-and-execute loop.

FindIt

Enables web search and content extraction using Google's search engine, with customizable parameters for result count, content type, time range, and domain filtering.

custom-browser-mcp

MCP server that extracts accessibility tree, design tokens, screenshots, Claude DSL, and Figma JSON from any URL using a persistent Chromium browser with zero LLM cost.