AI & ML

Enables AI agents to interact with collaborative Jupyter notebooks and documents in real-time. It provides comprehensive tools for notebook manipulation, document editing, and tracking user presence through Jupyter's RTC infrastructure.

A comprehensive MCP server for Testmo that enables AI assistants to manage the full test lifecycle, including projects, folders, test cases, and test runs via the Testmo REST API.

A boilerplate MCP server framework for Cloudflare Workers featuring OAuth 2.1 authentication, Stripe billing integration, and support for the OpenAI Apps SDK UI.

Enables AI assistants to interact with the Vercel REST API to manage projects, deployments, domains, environment variables, and teams through natural language commands.

Enables searching for electronic components through the Nexar Supply API, providing detailed part information including manufacturer, pricing, specifications, and datasheets.

Enables validation of Dify Workflow DSL YAML files through MCP protocol. Allows users to check the validity and structure of Dify workflow definition files.

A robust network intelligence suite providing LLMs with real-time PTR record lookups, ASN analysis, and traceroute enrichment through The Aleph API.

A local-first RAG and MCP memory layer that provides semantic codebase search and knowledge indexing across multiple projects for AI assistants.

Enables automated interaction with Xiaohongshu (Little Red Book) platform including searching posts, retrieving content and comments, and posting AI-generated comments with persistent login support.

A tool-based interface for retrieving real-time weather data and 5-day forecasts worldwide using the OpenWeatherMap API, supporting timezone offsets.

A comprehensive MCP server that integrates Backlog's project management API with AI agents, enabling automated management of issues, wikis, versions, and project metadata.

A Redmine API integration for MCP that enables AI agents to manage projects, track time, and handle the full lifecycle of issues including searching, creation, and updates.

A graph-based semantic memory server using SQLite vec0 and Ollama to provide vector-based storage, retrieval, and relationship management for AI agents.

Provides LLMs with up-to-date, version-specific documentation and code examples directly from library sources, eliminating outdated training data and hallucinated APIs by fetching current documentation at prompt time.

MCP (Model Context Protocol) Server. Bridges AI assistants with TapData database connections, enabling natural language exploration of schemas and execution of CRUD operations across various database systems.

Enables AI assistants to generate professional PDF documents from markdown content with advanced typography, syntax highlighting, math equations, dark mode, and customizable styling options.

An MCP server that provides persistent memory for AI assistants by automatically recording and injecting project-specific rules, decisions, and configurations through session hooks. It utilizes Gemini to analyze conversations, manage token-efficient context, and perform autonomous background tasks like documentation updates.

A specialized MCP server for planning routes using the OpenRouteService API, supporting activities like hiking, cycling, and driving with additional support for POI search and Switzerland-specific trail data.

MCP (Model Context Protocol) Server. Enables LLMs to interact with GraphQL APIs through schema introspection and query execution, with security measures like disabled mutations and support for authentication headers.

MCP (Model Context Protocol) Server. Bridges cryptocurrency investment platforms with the Aptos blockchain, enabling automated dollar-cost averaging strategies through tools for creating and managing investment plans, retrieving user data, and accessing liquidity pools.

A specialized Model Context Protocol server for Enterprise Knowledge Management Systems, enabling AI tools to search, retrieve, and manage corporate knowledge bases and customer data.

MCP (Model Context Protocol) Server. Bridges Claude Desktop with GitHub repositories, enabling direct Git operations like cloning, committing, and pushing, plus GitHub API integration for repository management without leaving your conversation interface.

A template for deploying authentication-free Model Context Protocol (MCP) servers on Cloudflare Workers using Server-Sent Events (SSE). It provides a foundation for developers to build and host custom tools that can be accessed by MCP clients like Claude Desktop.

A Model Context Protocol server that enables high-quality image generation via Fooocus Stable Diffusion, featuring intelligent style selection from over 300 options.

A specialized MCP server that provides AI assistants with real-time access to official US SEC EDGAR filings, financial statements, and insider trading data using direct XBRL parsing.

Agent Skill Loader enables AI agents to dynamically discover, read, and install Claude Code skills from central repositories without manual file copying.

Integrates iFlytek's SparkAgent Platform with MCP, allowing users to upload files and invoke task chains through AI agents.

A persistent memory server for Claude that uses a local knowledge graph with fuzzy search capabilities to track entities, relationships, and user-specific information across sessions.

Serena is a semantic coding agent toolkit that provides IDE-like capabilities to LLMs, enabling precise code retrieval and editing at the symbol level across 30+ languages.

Analyzes GitHub repositories for code similarities using OpenAI and Tavily, generating detailed markdown reports for repository evaluation.