Browse All MCP Servers

MRConfluenceLinker

Integrates GitLab merge request analysis with Confluence documentation via an MCP server.

Cloud PC Management

Manages Azure Cloud PCs using the Microsoft Graph API.

Coin Flip

Provides true random coin flips using random.org's randomness API.

Bravia

Control Sony Bravia TVs through the Model Context Protocol by exposing BraviaRC functionalities as callable tools.

Fetch Weather

Provides current city weather data through a minimalist Model Context Protocol (MCP) server, serving as an example for LLM-tool communication.

Nutrition

Integrate USDA nutrition data and automate meal planning within Claude Desktop, providing accurate macros, calories, and ingredients for food items.

Model Orchestrator

Orchestrates multiple machine learning models for text processing via a REST API, with all model versions tracked by Git.

Example

Demonstrates how to implement a Model Context Protocol (MCP) server in Python.

Joplin

Exposes Joplin notes via the Model Context Protocol, enabling AI assistants to manage, search, and interact with your personal knowledge base.

File Scout

Exposes MCP-style HTTP endpoints for integrating a file search utility into Spring Boot applications.

Handsai

Enables Large Language Models (LLMs) to dynamically discover and execute API tools through a unified Model-facing Controller Protocol (MCP) interface.

Conversational AI Bot

Build Streamlit-based conversational bots leveraging LangGraph's prebuilt agents for data access.

GQL

Provides a GraphQL interface for interacting with MCP servers.

Discord Assistant

Manages Discord servers and automates tasks using local AI intelligence and the Model Context Protocol.

BetterPrompt

Enhances user requests into AI-optimized prompts using advanced prompt engineering techniques.

Dependency-Track

Provides a Model Context Protocol server exposing a practical subset of the OWASP Dependency-Track REST API over stdio.

GStreamer Logs

Provides an intelligent server for efficient querying and analysis of GStreamer debug logs.

Reminder

Manages and delivers delayed reminders via a standardized MCP endpoint.

Carrier Accounting

Automates the full insurance carrier statement lifecycle from ingestion and reconciliation to posting transactions to Applied Epic.

AutoApply

Automates job applications by filling forms and answering questions using a real browser.

Prismism

Empower AI agents to publish, track, and manage shareable links for any file type.

AOL Mail

Manage AOL email accounts with extensive tools for email operations, organization, and advanced security checks directly from an AI assistant.

Microsoft Tasks

Aggregates and provides read-only access to tasks from Microsoft 365 services, including Planner, To-Do, and flagged Outlook emails.

PyDebug

Provides live Python debug context for automation, accessible via a dedicated MCP server.

Booking

Manages real estate data using GraphQL and NestJS, acting as a Model Context Protocol server.

Chrome Pilot

Enables AI agents to control a real Chrome browser instance, complete with user profiles, extensions, and persistent data, allowing human oversight.

Open Search

Provides a unified, efficient web search and content extraction service specifically designed for Claude Code agents.

Mews

Connects Claude to the Mews Connector API, enabling natural language interaction with hotel property management systems.

Redash

Execute ad-hoc SQL queries, explore database schemas, and export results from Redash instances.

BrokerIA

Enables AI assistants to interact with Brazilian real estate data, facilitating property searches, financing simulations, lead qualification, and visit scheduling.