Discover Awesome MCP Servers

workflows-mcp

A Model Context Protocol implementation that enables LLMs to execute complex, multi-step workflows combining tool usage with cognitive reasoning, providing structured, reusable paths through tasks with advanced control flow.

DeepSeek Vision MCP

Enables text-only LLMs to analyze images by bridging DeepSeek's web vision chat via MCP, supporting single/multiple image analysis, batch glob processing, and Windows screen capture for any MCP client.

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.

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.

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.

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.

Crypto Options Desk MCP

An MCP server that gives an LLM agent a typed, audited tool surface over quant crypto-options desk analytics: gamma exposure, vanna, skew, vol surface, options flow, technicals, portfolio greeks, scenario analysis, and live positions.

Overseerr MCP Server

Overseerr API와 상호 작용하여 영화 및 TV 프로그램 요청을 관리하고, 사용자가 서버 상태를 확인하고 다양한 기준으로 미디어 요청을 필터링할 수 있도록 합니다.

datacube-sk

Enables querying statistical data from the Statistical Office of the Slovak Republic via natural language or direct tool calls.

wadachi

Persistent memory for AI agents built on the LLM Wiki pattern: a plain-Markdown brain (also a valid Obsidian vault) with SQLite metadata, local semantic search via fastembed (no API keys), one-call session context with project auto-detection, and a decision log with rationale. Works with Claude Code, Claude Desktop, Cursor, and any MCP client.

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.

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.

Social Search MCP

A Model Context Protocol (MCP) server that empowers LLMs to search across specific social media platforms using the industry's best search engines.

ChurnCue

Production-oriented customer-retention intelligence that uses deterministic machine learning to predict churn and generate prioritized rescue reports, governed through MCP tools.

materials-project-mcp-from-scratch

An educational MCP server that wraps the Materials Project API, exposing tools to search chemical systems, get material summaries, find semiconductors by band gap, and retrieve crystal structure facts.

Connxio MCP Server

Provides tools for managing Connxio integrations, code components, environment variables, and security configs through the Connxio v2 management API.

mcp-memory-graph

A personal memory MCP server for Obsidian/markdown vaults that provides hybrid retrieval (semantic, keyword, tag, time-aware co-occurrence) and is shared across multiple AI clients.

comfy-mcp

MCP server that enables AI agents to control a local ComfyUI instance for image generation, allowing workflow understanding, parameter modification, execution, and model discovery.

lautfm-mcp

MCP server providing access to the laut.fm Radioadmin API for managing radio stations, playlists, tracks, users, and automation.

Workout Maker MCP Server

This MCP server enables the generation of structured fitness content, including detailed exercise instructions with image prompts, balanced daily workout sessions, and personalized multi-day training plans. It facilitates the creation of comprehensive workout programs tailored to specific goals, age ranges, and movement patterns.

@bounded-systems/bounded-tools-mcp

Local, read-only MCP server that provides verified access to bounded.tools' signed static API, including the Web-Build Conformance report and SPDX SBOM, with byte-for-byte verification against a Sigstore-signed manifest.

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.

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.

Sandbox Compute Broker

Enables AI agents to run compute tasks in secure sandboxes with optional interactive UIs, brokering between agents and isolated execution environments.

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.