Browse All MCP Servers

HeFeng Weather

Provides weather forecast data for locations in China using the HeFeng Weather API.

Xcode Diagnostics

Extracts and analyzes errors and warnings from Xcode build logs for integration with AI assistants.

Memory

Enables long-term memory storage for LLM conversations using Redis Graph as a backend.

SEO Inspector

Identifies and fixes common SEO issues and validates structured data schemas directly within your code editor.

Telegram

Integrates Telegram with Claude Desktop, enabling it to read and send messages.

Browse Together

Automates browser interactions via HTTP API or MCP, enabling co-browsing with AI as you code.

Adls2

Enables interaction with Azure Data Lake Storage Gen2 through the Model Context Protocol.

Ki

Enables LLMs to utilize Korean APIs like Naver, Kakao, and TMAP through a Model Context Protocol (MCP) server.

Kaggle

Enables interaction with Kaggle competitions through AI assistants using the Model Context Protocol.

Memory Bank

Provides Large Language Models (LLMs) with project-specific, persistent memory capabilities to enhance understanding and response quality.

Jupyter Earth

Enables geospatial analysis in Jupyter notebooks through a Model Context Protocol (MCP) server implementation.

Union

Enables Union tasks, workflows, and apps to function as tools within an MCP environment.

Kube Operator

Exposes microservice APIs as MCP services within Kubernetes using a dedicated operator and sidecar.

Docset

Integrates local Dash documentation with AI assistants, enabling direct access to offline references.

AST2LLM Go

Parses Go source code into an Abstract Syntax Tree (AST) and converts it into a clean, LLM-friendly format for context injection.

JMX

Enables AI assistants to monitor and manage Java applications via JMX through natural language, providing real-time MBean discovery and operation execution.

Opentrons

Provides comprehensive API documentation and direct control capabilities for Opentrons lab automation robots.

Sweet

Normalizes GraphQL, JSON-RPC 2.0, and Cap'n Proto requests into Model Context Protocol (MCP) format via a multi-protocol edge proxy.

Concurrent Browser

Manages multiple parallel browser instances for concurrent web automation tasks using Playwright.

WebdriverIO Automation

Automates WebdriverIO browser-based testing by exposing tools to GitHub Copilot Agent for LLM-powered QA.

Unit Converter

Precisely converts values between various units of measurement.

Waveform

Provides an MCP server for comprehensive RTL waveform analysis using the Waveform Analysis Language (WAL).

Dynamic UI Generator

Enables users to create, customize, and generate interactive UI components through a sophisticated server with a modern glassmorphism design.

Jira Stdio

Integrate Jira API functionalities for comprehensive issue management, project tracking, and workflow automation directly within your Model Context Protocol client.

Tomba

Integrates with the Tomba.io API to provide comprehensive email discovery, verification, and enrichment services through a standardized Model Context Protocol (MCP) interface.

Gemini

Integrates Google's Gemini AI models through a professional Model Context Protocol (MCP) server, designed for seamless enterprise-level use.

MQL5 Help

Empowers AI programming assistants with direct, real-time access to the comprehensive MQL5 official documentation.

Breez

Exposes Lightning network functionality to AI agents through the Breez SDK, facilitating seamless cryptocurrency interactions.

Opendata

Simplifies access and exploration of Korean Public Data Portal (OpenAPI) resources.

Structured Data Tools

Empower AI agents to safely read, modify, and validate JSON, YAML, and TOML files with a token-efficient and schema-aware interface.