Explore our complete collection of MCP servers to connect AI to your favorite tools.
Retrieves Drupal module information from Drupal.org for enhanced development workflows.
Automates Lens Desktop with screenshot capture and console log monitoring.
Enables secure remote execution of Rails console commands over SSH, facilitating both read-only operations and managed mutations in a deployed Rails environment.
Provides an interface to interact with the LLM CLI for architectural design feedback, maintaining conversation context and handling communication.
Refines AI-generated content to sound more natural and human-like.
Recommends similar clothing items based on uploaded images using CLIP encoding and YOLO object detection.
Enables AI tools to interact with and control Jenkins for tasks like job triggering and status retrieval.
Generates appropriate alternative text for images based on an ALT decision tree, enhancing accessibility.
Translates high-level natural language-like commands into specific actions for Arduino-based LED systems via a RESTful API.
Integrates Aptos blockchain access into AI applications for managing accounts, tokens, and transactions.
Integrates with Blackduck Coverity to programmatically manage issues and retrieve diagnostic information.
Provides persistent project context and planning state to AI coding assistants like Claude Code.
Integrates AI assistants with Apollo.io's API to access and enrich sales and marketing data.
Provides comprehensive access to Rust crate documentation and metadata from crates.io and docs.rs.
Manages personal Spotify music playback and playlist organization via a dedicated agent.
Accelerates the development of custom tools, resources, and prompts for AI assistants using the Model Context Protocol.
Extracts EXIF metadata from JPG and PNG images provided via URL or Base64 encoding.
Provides a foundational server implementation for the Anthropic Model Context Protocol, enabling debate search and citation functionalities.
Provides a Model Context Protocol (MCP) demo server for integrating external functionalities like weather and prayer times into AI clients.
Empower auto repair shops to query their Tekmetric data using natural language for immediate insights into appointments, customers, and repair orders.
Access Mixpanel analytics data, including events, retention, funnels, and cohorts, through natural language conversations with Claude.
Checks the availability of domain names, social media handles, and subreddits across multiple platforms and registrars.
Integrate with USDA FoodData Central to provide comprehensive nutrition lookup, meal logging, and macro tracking capabilities.
Manages game state and interactions for large language model-driven text games using the MCP protocol.
Generates random numbers, including both integers and floating-point values, within a Golang-based server.
Provides a production-ready Model Context Protocol server built with Spring Boot, featuring reactive architecture, JWT authentication, and Docker containerization.
Performs precise decimal arithmetic for AI agents over HTTP and standard I/O.
Integrates GitLab repositories and functionalities with AI assistants and developer tools via the Model Context Protocol.
Enables AI assistants to interact with Jira Cloud issues via a Model Context Protocol server.
Ingest diverse local content into a vector database to enable semantic search and provide context to large language models.
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