Browse All MCP Servers

Steel Puppeteer

Automates browser interactions for LLMs using Puppeteer and the Model Context Protocol.

Waldur

Integrates Waldur instances with Claude Desktop through the Model Context Protocol (MCP).

AgentCraft

Enables secure communication and data exchange between AI agents within the AgentCraft framework.

Mermail

Generates diagrams from Mermaid syntax using a Flask server and mermaid-cli.

Exa

Enables AI-powered code search using the Exa API within an MCP environment.

The Pensieve

Manages and retrieves knowledge using a natural language interface, powered by LLM analysis.

Chaitin IP Intelligence Search

Enables searching Chaitin's IP intelligence data using MCP.

Magic AI Agent

Generates UI components from natural language descriptions within popular IDEs.

Solscan

Query Solana transactions using natural language via the Solscan API.

Chunker

Chunks source code files and stores them in a ChromaDB vector database, including line range metadata.

Apache Hadoop Hive by CData

Enables connecting to Apache Hadoop Hive data from Claude Desktop through CData JDBC Drivers.

Medical Imaging

Routes medical questions and images to specialized MedGemma AI models hosted on Google Cloud's Vertex AI.

OpenWebUI Tool

Provides a versatile ToolRegistry OpenAPI/MCP server for AI platforms like Open-WebUI and Cherry-Studio.

Oracle DB Context

Enables AI assistants to understand and interact with large Oracle databases by providing targeted, contextual schema information.

Pharo NC

Provides an interface to evaluate Smalltalk expressions and retrieve code and system metrics from a Pharo environment.

Smalltalk Validator

Validates Tonel formatted Smalltalk source code and method definitions for syntax correctness.

Chat

Enables a web-based chat experience by leveraging MCP, specifically designed to mitigate long-term connection stability issues.

Tailscale

Provides a Model Context Protocol (MCP) server for comprehensive management of Tailscale resources.

Datadog

Connects Large Language Models with DataDog's observability platform to enable AI assistants to interact with monitoring and operational data.

Sonarr

Provides an interface for AI assistants to manage TV series within a Sonarr instance.

ForexFactory

Exposes ForexFactory economic calendar data as structured tools and resources, providing JSON-first access for agentic workflows, LLMs, trading assistants, and automation platforms.

Repository Architecture

Automatically generates visual architectural diagrams, including dependency graphs, class diagrams, and data flow diagrams, from codebase analysis.

Fabric AI Retail Demo

Demonstrates how Microsoft Fabric serves as a unified data platform and strategic foundation for AI-driven use cases in the retail sector.

Chuk LinkedIn

Generate and manage sophisticated LinkedIn posts using a design system approach with component-based architecture, variants, and themes.

OpenAPI Diff

Provides server-side capabilities for comparing and managing differences in OpenAPI specifications.

Keyboard Maestro

Enables AI assistants to control Keyboard Maestro and manage macros using natural language commands.

Docker Agent

Provides a lightweight and secure backend for managing and monitoring Docker containers remotely via REST and WebSocket APIs.

JavaLens

Provides compiler-accurate semantic Java code analysis, navigation, and refactoring capabilities specifically designed for AI agents.

Context Engine

Empower AI agents with instant, structured knowledge of your business to ensure consistent, accurate outputs.

Spring Boot Bootstrap

Automates the creation and configuration of Spring Boot projects by leveraging Spring Initializr for AI assistants.