Developer Tools MCP 服务器

Weather

Delivers real-time weather forecasts and alerts via Model Context Protocol for IDE integration.

Cezzis Cocktails

Provides AI agents with secure, first-class access to Cezzis.com cocktail data, offering tools for searching, retrieving recipes, user authentication, and submitting ratings.

Quarkus Applications

Enables interaction with REST APIs through tool definitions via an MCP server.

Example

Demonstrates Model Context Protocol (MCP) implementation with a Go-based host orchestrating services from both Go and Python servers.

Discord Chat

Manages and summarizes notes within a Model Context Protocol (MCP) server environment.

Beancount Tool

Integrates with Beancount ledgers to provide structured tools for financial management and natural-language querying.

Vulnerable Server Demo

Demonstrates a vulnerable server with multiple clients to showcase security weaknesses for educational purposes.

LangGraph Agents

Transforms tools designed under the Modular Communication Protocol (MCP) into collaborative agents using the LangGraph framework.

Remote Authless

Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers without requiring authentication.

G4 Datamodel

Deploys an unauthenticated Model Context Protocol server on Cloudflare Workers for remote AI tool execution.

Jira-GitLab

Integrates Jira and GitLab to enable AI agents to manage issues and branches across both platforms.

In-Process Transport

Integrates an MCP server directly as an asynchronous task within a Tokio runtime.

Store

Provides persistent key-value storage capabilities for AI agents to manage and retain information.

Streamable Server Demo

Demonstrates a Model Context Protocol (MCP) server implementation using streamable HTTP transport with the FastMCP framework.

Accessibility

Performs automated accessibility testing on websites using Playwright and axe-core against WCAG standards, providing detailed compliance reports.

Search It

Integrates simple search and web crawling functionalities accessible via an MCP Server.

Dust Agent

Connects to Dust.tt AI agents via HTTP calls, exposing their capabilities through the MCP interface.

Guardrail

Checks if provided context is safe by identifying potential code injection or harmful content.

Client Server Sample

Demonstrates the creation and usage of MCP clients and servers using Python.

Qi140 Multi

Provides a versatile server for AI-powered customer service interactions, integrating with large language models and persisting conversation logs.