Discover Awesome MCP Servers

ocr-extract

Enables OCR text extraction from images via URLs or base64, with pay-per-call using x402 micropayments (USDC on Base L2).

ollama-vision-mcp

A Python MCP server that gives vision capabilities to text-only LLMs by exposing an analyze_image tool that sends local images to a vision-capable Ollama model and returns textual descriptions.

worker-bridge

Delegate coding tasks to external AI coding agents in isolated git worktrees with independent verification, enabling any MCP client to orchestrate multi-agent workflows.

gemini-nano-banana-mcp

MCP server that enables Claude Code to generate images using Google's Gemini image generation models.

misMEM

Provides persistent, cooperative memory for LLMs via MCP, with SQLite storage and tools for capturing, recalling, consolidating, crystallizing, and forgetting memories across sessions.

Redis MCP Server

使用户能够使用模型上下文协议 (MCP) 工具执行 Redis 数据库操作，从而可以通过设置、获取和扫描哈希字段等命令实现高效的数据管理。

wallstreetcn-mcp

A remote MCP server on Cloudflare Workers that supports tool registration and connects to AI clients like Cloudflare AI Playground and Claude Desktop without authentication.

openzim-mcp

MCP server for reading and searching ZIM archives, optimized for single-user deployments with a persistent Wikipedia archive.

MIRASTACK Redfish MCP Server

Enables secure, governed interaction with DMTF Redfish-compliant BMCs (iDRAC, iLO, etc.) via MCP, with read-only default and write operations gated behind explicit write-mode elevation and dry-run confirmations.

MCP-Kali-Server

Enables AI-assisted penetration testing by connecting MCP clients to execute terminal commands on a Kali Linux machine, supporting tools like Nmap, Metasploit, and custom commands.

hevy-mcp

Enables AI agents to interact with the Hevy Workout Tracker API to manage workouts, routines, exercises, and user data.

Transitous MCP Server

Enables querying public transit data through the Transitous MOTIS API, including station search, journey routing, and generic API actions with caching and rate limiting.

VSCode Context MCP

A Model Context Protocol (MCP) server that provides VSCode context and filesystem operations for AI assistants.

GitLab MCP Server

Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic project detection and intelligent polling. It provides reliable API integration for checking build progress directly within AI-powered development environments.

Polymarket MCP Server

Enables LLM agents to interact with Polymarket prediction markets, including market discovery, real-time pricing, analytics, account management, and trading with built-in safety guards.

blender-mcp

MCP server that enables AI to control Blender 3D, providing 175 typed tools for objects, materials, animation, compositing, and more via the Model Context Protocol.

HeroUI MCP Server

A high-quality, open-source Model Context Protocol (MCP) server that bridges AI systems and HeroUI, enabling intelligent assistance for developers working with HeroUI components.

halaxy-mcp

MCP server that lets AI assistants query your Halaxy practice-management data—appointments, invoices, referrals, and practitioners—via natural language, exposing read-only tools for daily schedules, billing status, and session limits.

imessage-mcp

An MCP server that exposes Apple iMessage as tools for AI assistants, enabling reading, searching, and sending iMessages through natural language.

TaxJar MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for TaxJar (beta): https://www.cdata.com/download/download.aspx?sku=JTZK-V&type=beta

Anomaly Detection MCP Server

A server that enables LLMs to detect anomalies in sensor data by providing tools for data retrieval, analysis, visualization, and corrective action execution.

cutgent

Enables Claude to control a full-stack video editor by issuing commands to add clips, text, animations, and render MP4 videos, with changes reflected in real-time in the browser UI.

Indian Stock Exchange API2 MCP Server

Enables access to comprehensive Indian stock market data from the NSE and BSE, including historical statistics, corporate actions, and IPO information. It also provides tools for mutual fund searches, analyst recommendations, and tracking market-active or trending stocks.

marklogic-mcp

An MCP server for MarkLogic 12 that enables AI agents to interrogate, query, and manage MarkLogic databases using native capabilities including full-text search, Optic queries, SPARQL, bulk import/export, and TDE schema management.

mpc-legifrance

MCP server covering French law via the PISTE platform: 62 tools wrapping the full Légifrance API (legislation, codes, Journal Officiel, jurisprudence…)

MCP-Server

A Flask-based MCP server with web GUI that provides utility tools for mathematical calculations, text analysis, string transformations, timestamps, and Fibonacci sequence generation.

CreateOS MCP

Deploy, manage, and scale applications directly from your AI assistant.

Bash MCP Server

An MCP server that enables the execution of arbitrary bash commands and returns detailed output including stdout, stderr, and exit codes. It supports customizable working directories, execution timeouts, and environment variable configurations.

ROS MCP Server

Facilitates robotic movement control by providing functions that enable precise manipulation of linear and angular velocities through natural language commands, compatible with both ROS and ROS2.

SignalScope

Provides Cursor AI agents with direct access to stock breakout signals, including trending tickers, AI-generated reports, portfolio tracking, and watchlist management, all aggregated and scored from multiple sources.