Browse All MCP Servers

Drupal Modules

Retrieves Drupal module information from Drupal.org for enhanced development workflows.

K8s Lens

Automates Lens Desktop with screenshot capture and console log monitoring.

Ssh Rails Runner

Enables secure remote execution of Rails console commands over SSH, facilitating both read-only operations and managed mutations in a deployed Rails environment.

Architect

Provides an interface to interact with the LLM CLI for architectural design feedback, maintaining conversation context and handling communication.

AI Humanizer

Refines AI-generated content to sound more natural and human-like.

StyleCLIP

Recommends similar clothing items based on uploaded images using CLIP encoding and YOLO object detection.

Jenkins Connector

Enables AI tools to interact with and control Jenkins for tasks like job triggering and status retrieval.

Alt Decision Tree

Generates appropriate alternative text for images based on an ALT decision tree, enhancing accessibility.

LEDAPI Intent Controller

Translates high-level natural language-like commands into specific actions for Arduino-based LED systems via a RESTful API.

Aptos

Integrates Aptos blockchain access into AI applications for managing accounts, tokens, and transactions.

Coverity

Integrates with Blackduck Coverity to programmatically manage issues and retrieve diagnostic information.

Project Context

Provides persistent project context and planning state to AI coding assistants like Claude Code.

Apollo.io

Integrates AI assistants with Apollo.io's API to access and enrich sales and marketing data.

Rust Docs

Provides comprehensive access to Rust crate documentation and metadata from crates.io and docs.rs.

Unc's Spotify Agent

Manages personal Spotify music playback and playlist organization via a dedicated agent.

Reddit

Accelerates the development of custom tools, resources, and prompts for AI assistants using the Model Context Protocol.

EXIF Extractor

Extracts EXIF metadata from JPG and PNG images provided via URL or Base64 encoding.

NexusNote

Provides a foundational server implementation for the Anthropic Model Context Protocol, enabling debate search and citation functionalities.

Node Local Server

Provides a Model Context Protocol (MCP) demo server for integrating external functionalities like weather and prayer times into AI clients.

Tekmetric

Empower auto repair shops to query their Tekmetric data using natural language for immediate insights into appointments, customers, and repair orders.

Mixpanel

Access Mixpanel analytics data, including events, retention, funnels, and cohorts, through natural language conversations with Claude.

Internet Names

Checks the availability of domain names, social media handles, and subreddits across multiple platforms and registrars.

Nutrition

Integrate with USDA FoodData Central to provide comprehensive nutrition lookup, meal logging, and macro tracking capabilities.

LLMMO Game

Manages game state and interactions for large language model-driven text games using the MCP protocol.

Go Random Number

Generates random numbers, including both integers and floating-point values, within a Golang-based server.

Spring Boot AI

Provides a production-ready Model Context Protocol server built with Spring Boot, featuring reactive architecture, JWT authentication, and Docker containerization.

Calculator

Performs precise decimal arithmetic for AI agents over HTTP and standard I/O.

GitLab

Integrates GitLab repositories and functionalities with AI assistants and developer tools via the Model Context Protocol.

Jira

Enables AI assistants to interact with Jira Cloud issues via a Model Context Protocol server.

Quarry

Ingest diverse local content into a vector database to enable semantic search and provide context to large language models.