Browse All MCP Servers

Toggl

Connects Toggl time tracking with MCP-compatible applications, enabling automated time entry and project management.

InmoPipeline

Provides an end-to-end pipeline for real estate market analysis and predictive modeling, encompassing data collection, transformation, visualization, and machine learning.

Claude Computer

Showcases Claude's autonomous interaction capabilities within a virtual machine, offering real-time observation and control.

Claude Integration

Integrates the Model Context Protocol server with Claude Sonnet 4, an AI assistant, for enhanced file management and AI-powered assistance.

Agentic Chatbot

Develops an agentic chatbot application integrating Spring AI, Model Context Protocol (MCP), NodeJS, Python, and Ollama with the Mistral model for enhanced capabilities.

WaliChat

Connects WhatsApp to AI LLM clients, enabling natural language control over messages, groups, and campaigns.

Amap Navigation

Enables interactive map navigation with real-time route planning and WebSocket communication for Amap (Gaode Maps) via a FastAPI and fastmcp-based interface.

TeamRetro

Integrates TeamRetro with tools leveraging the Model Context Protocol (MCP).

Docs Search

Provides LLM clients with dynamic access to up-to-date implementation details and documentation from popular AI libraries like LangChain, LlamaIndex, and OpenAI.

Docker

Facilitates natural language interaction with Docker commands and Docker Compose operations.

AI Development Pipeline

Integrates Claude AI with VSCode, Augment, Vercel, Airtable, and Square through a unified Model Context Protocol (MCP) server.

DART Finance Analysis

Analyzes and visualizes financial statement data for multiple companies using the DART API.

Mermaid Preview

Previews Mermaid diagrams while providing syntax error handling and GitHub repository visualization.

Local Project Sync

Connects local code repositories to AI applications, such as Claude, enabling real-time project knowledge synchronization.

Bootstrap

Provides a Python-based template for building modular command center servers using the Mondel Context Protocol.

Sql Schema Bridge

Enables AI agents to accurately construct SQL queries from natural language questions by providing managed database schema information.

Azure Synapse

Connects Azure Synapse data to Claude Desktop through CData JDBC Drivers.

JXLS Template Generator

Generates Excel template files conforming to JXLS specifications via the Model Context Protocol (MCP).

Meilisearch

Enables large language models to access Meilisearch's search capabilities via the Model Context Protocol.

Memento Enhanced

Augments a core memory system with advanced capabilities for deterministic protocol enforcement, quality management, and hybrid information retrieval.

AI Secretary Assistant

Provides an AI-powered personal assistant system with task management and AI agent integration.

AWorld

Scales agent training through sophisticated runtime definitions and parallelization techniques.

Agentic Modelling

Simulates model context protocol interactions using agentic modelling techniques.

Remote-mcp-server-f

Enables a remote Model Context Protocol (MCP) server on Cloudflare Workers with OAuth login.

Streamable HTTP Calculator

Demonstrates building a stateful Model Context Protocol server with Streamable HTTP, featuring persistent sessions, full connection resumability, and an in-memory event store.

Google Maps

Enables access to location services, directions, and place details using Google Maps.

Poc Projects

Provides simple proof-of-concept projects with stdio transports for desktop applications.

Zuora Billing

Transforms a Zuora OpenAPI specification into a Model Context Protocol (MCP) server for streamlined API interaction.

Presto by CData

Enables querying Presto data from Claude Desktop using CData JDBC Drivers through a read-only Model Context Protocol (MCP) server.

TiggerBeetle

Provides TigerBeetle account management using the Model Context Protocol.