Browse All MCP Servers

E-commerce Test

Simulates an e-commerce backend with test data and provides tools for interacting with customer, order, and product information.

Galaxium Travels Compose Watsonx Orchestrate

Integrates a local Model Context Protocol (MCP) server with watsonx Orchestrate Development Edition using Docker-Compose.

Document & Browser Tools

Offers DOCX to Markdown conversion, image analysis, and browser automation capabilities through the Model Context Protocol.

Medicus CRM

Connects the Medicus CRM system to Model Context Protocol clients, enabling programmatic interaction with CRM data.

Local Vector Store

Provides a lightweight vector store with TF-IDF search capabilities for various document types.

Actions

Exposes project-specific development tools like linting, testing, and type-checking to coding agents via a controlled MCP server.

Agentic Search Example

Enables AI agents to search and retrieve content from websites.

OtoTree

Establishes a trustworthy MCP server.

MGit Server

Automate Git push operations for multiple repositories through an MCP server.

Pentest

Bridges Large Language Models with penetration testing tools via the Model Context Protocol (MCP).

Snowflake

Queries Snowflake databases using external browser authentication.

Slate

Integrates Technolutions Slate with Claude to enable natural language querying and analysis of student enrollment demographics.

Greeter

Generates short personalized greeting messages through a minimal Model Context Protocol (MCP) server.

FreshRSS

Interacts with FreshRSS via its Google Reader compatible API, providing tools for browsing feeds, reading articles, and managing subscriptions.

Fetch

Fetches URLs for use within the Claude Code CLI environment.

Calculator

Provides core mathematical operations like addition, subtraction, multiplication, division, power, and square root as remote tools for Model Context Protocol (MCP) clients.

CodeCompass

Transforms GitHub repositories into interactive knowledge bases for exploring code, documentation, and AI-powered insights.

Mongo

Enables Large Language Models (LLMs) to interact with MongoDB databases using natural language.

AppGraph

Expresses entire web applications as a graph of interconnected agentic nodes, leveraging generative AI to perform complex workloads.

Learn AI by Building

Explores Artificial Intelligence concepts through hands-on project creation using Laravel, Vue, and modern AI tools.

Metadata Snippet Manager

Organizes code snippets using intelligent hierarchical metadata, enabling semantic search and multilingual code management.

Square

Enables AI assistants to interact with the comprehensive Square API ecosystem via the Model Context Protocol.

Community Server

Manages core services and data for online community platforms.

Memos

Enables programmatic interaction with Memos for creating memos and attaching files via the Model Context Protocol.

GitLab

Integrates the GitLab API through a production-ready Model Context Protocol (MCP) server, offering comprehensive access to repository, merge request, issue, and commit operations.

FreeRTOS Project Generator

Automate the generation of FreeRTOS embedded projects for various microcontrollers, integrating chip specifications and development workflows.

Context Processor

Manages and enhances contextual information through intelligent pre-processing strategies and configurable models.

Claude Code Voice

Empower hands-free control of your Claude Code coding environment on macOS using voice commands.

Postgres Query

Provides a secure, read-only interface for querying PostgreSQL databases within the Model Context Protocol ecosystem.

Tiling Trees

Systematically explore solution spaces by recursively partitioning problems into mutually exclusive and collectively exhaustive subsets.