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Context Server

Enables AI models, such as LM Studio, to securely interact with local data and custom tools by implementing the Model Context Protocol.

Baidu Netdisk

Integrates Baidu Netdisk core APIs, enabling programmatic access to cloud storage services for developers.

Streamable HTTP Example

Provides a basic MCP server implementation utilizing streamable HTTP for communication.

CityHive

Provides an experimental Python microservice for urban beehive management, designed to explore modern async web development and clean architecture.

Code Review

Automates GitHub Pull Request reviews by integrating local development toolchains and AI.

Bun

Empowers AI agents to execute, optimize, and manage JavaScript/TypeScript projects using the Bun runtime via Model Context Protocol.

Terraform

Integrates with Terraform Registry APIs to enable advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

Jira

Enables interaction with Jira instances using natural language commands through a Model Context Protocol (MCP) server.

Semgrep

Integrates Semgrep static code analysis into the development environment via the Model Context Protocol.

Quip

Provides AI assistants with access to Quip documents and collaboration features via a Model Context Protocol server.

Iconfont

Facilitates the downloading of icon fonts from the iconfont platform.

Kali SSE

Provides a smart, real-time command execution system for Kali Linux, adhering to the Model Context Protocol (MCP) standard.

Garmincn

Retrieves health data from Garmin China user accounts for interaction and analysis with AI.

Protofmt

Formats Protocol Buffer (.proto) files (versions 2, 3, and editions).

Spec-Driven Development

Establishes a robust server architecture through a specification-driven approach, streamlining development of requirements, design documents, and code.

Prompt Optimizer

Optimizes AI prompts with high-performance real-time streaming, pattern-based enhancement, and comprehensive session management capabilities.

Hedera

Facilitates interaction with the Hedera network by providing tools for wallet creation, balance checks, and transaction management.

Google Ads Library

Provides instant answers and deep insights by connecting to Google's public Ads Transparency Center, allowing users to search, analyze, and compare advertising strategies.

Textlint

Automate the quality check and proofreading of Japanese natural language text.

KevoDB

Exposes KevoDB operations through a Multimodal Communication Protocol, enabling AI agents to interact with KevoDB using a standardized API.

News Agent

Collects, processes, and analyzes real-time news data from Google News RSS feeds using LangGraph workflows and an OpenAI model.

GitLab Code Review

Integrates AI assistants with GitLab's merge requests to facilitate automated code review processes.

Logseq

Enables AI agents to interact with a local Logseq instance via the Model Context Protocol (MCP).

Spotify

Integrates large language models with Spotify for comprehensive music control and discovery, enhanced by external metadata.

DWF Analyzer

Analyzes DWF (Design Web Format) files, extracting metadata and images, and performing visual analysis using Amazon Bedrock's Nova Pro model.

Axiom

Enables AI agents to query data using Axiom Processing Language (APL) in Node.js environments.

ClickHouse

Integrates ClickHouse databases with Large Language Models (LLMs) and other AI applications via the Model Context Protocol (MCP).

Searxng

Runs a Searxng meta-search instance from a remote script.

Travelio

Offers an MCP server to provide AI clients with real-time restaurant search and food recommendation capabilities, facilitating access to external tools and data.

Gdrive

Enables AI models to search, list, and read files from Google Drive.