Browse All MCP Servers

Server Wrapper

Exposes an existing stdio Model Context Protocol (MCP) server over a websocket, simplifying programmatic interaction.

DevOps Bridge

Connect DevOps platforms via a natural language interface using AI.

Scenario.com

Facilitates image generation from text prompts and background removal using the Scenario.com API through a Model Context Protocol (MCP) server.

Obsidian iCloud

Connects local Obsidian vaults stored in iCloud to AI via the Model Context Protocol (MCP).

Pytorch Docs Refactored

Provides a command-line interface for semantic search within PyTorch documentation, leveraging embeddings and a vector database.

NUR

Enables natural language control of Universal Robots using a large language model via the Model Control Protocol (MCP).

Customized Elasticsearch

Provides a custom Elasticsearch service built on Python, offering tailored data retrieval tools via the FastMCP protocol.

Ultralytics

Provides RESTful API access to Ultralytics YOLO operations for various computer vision tasks including training, validation, prediction, export, tracking, and benchmarking.

Crawl4AI

Provides Micro Content Protocol servers for converting web pages and performing web searches.

Claude Playwright

Enables seamless browser automation for Claude Code, featuring intelligent caching, AI-aware selector resolution, and persistent sessions via Playwright.

Super

Deploys a data querying server with an embedded database to AWS Lambda for advanced analytics.

Flowork

Design and orchestrate sophisticated visual workflows to automate tasks, integrate systems, and leverage AI capabilities without extensive coding.

Chris Context

Provides personalized programming context and insights, acting as an AI version of a programmer's knowledge.

MetaTrader Data

Provides MetaTrader5 market data and technical indicators through a Model Context Protocol server.

Google Workspace Toolbox

Streamlines secure interaction with Google Workspace APIs by managing request complexities, authentication, and error handling for services like Drive, Calendar, and Gmail.

Abacate Pay

Integrates the Abacate Pay API with AI assistants like Claude and Cursor, enabling management of payments, clients, and charges.

Scaleway Functions

Manage and deploy Scaleway Serverless Functions via the Model Context Protocol.

IB Analytics

Provides comprehensive portfolio analytics for Interactive Brokers accounts, integrating with the Flex Query API for automated data fetching and generating rich reports.

AOC Utilities

Provides handy utilities for Advent of Code, such as fetching puzzle input, exposed via an MCP server.

GitLab

Integrates AI assistants with GitLab, providing intelligent context awareness, URL deduction, and over 143 specialized tools for various operations.

A2A Registry

Provides a unified registry for Agent-to-Agent (A2A) protocol agents, exposing both a REST API and Model Context Protocol (MCP) tools.

GCP Infrastructure Manager

Manages Google Cloud Platform infrastructure, enabling creation of VMs, SSH key management, command execution, and Terraform deployments through a conversational AI assistant.

Poly Git

Manages Git repositories, issues, and pull requests across multiple forge platforms using the Model Context Protocol.

JoyCode FOP Workflow Assistant

Automates and optimizes the workflow for JD FOP platform, from requirements analysis to code generation and flowchart creation.

DevDocs

Integrates over 779 API documentation sets from DevDocs.io, allowing users to search and browse a vast array of developer resources directly within Claude Desktop or any MCP-compatible client.

Vibe

Integrate the Mistral Vibe CLI into your development workflow to manage AI-powered project tasks and interactions.

AI-Assisted Insights

Translates natural language questions into explainable, reproducible data insights with built-in quality checks and semantic layer integration.

Event Horizon

Integrates the Event Horizon Django event management platform with various Model Context Protocol clients.

Codeindex

Provides an in-memory MCP server for rapidly indexing source code, enabling fast full-text search and file lookup.

Parse Server

Enables AI assistants to securely interact with Parse Server databases, adhering to all Parse-specific rules and conventions.