Development Tools

A persistent memory storage and retrieval server using Mem0, allowing AI agents to maintain long-term context and personalize user experiences across sessions.

A modular toolkit and MCP server for managing Hyperledger Fabric test networks, enabling automated setup, channel management, and chaincode lifecycle operations via an LLM.

A comprehensive MCP server that automates Cisco Hyperfabric data center switching fabrics by exposing 79 tools derived from the Nexus Hyperfabric REST API. It enables AI-driven management of devices, fabrics, network configurations, nodes, VNI, and VRF settings.

Iterative management and automated CodeReview submission tool that integrates DingTalk authentication with Git-based development workflows. It streamlines iteration creation through a 5-step interactive process and calculates smart time estimations based on repository activity.

MCP (Model Context Protocol) Server. Provides secure file system access through a Go-based server that enables reading, writing, listing, and manipulating files within specified allowed directories while preventing directory traversal attacks.

A lightweight TypeScript server designed for generating and calling tools, featuring an extensible framework and a built-in example tool for generating jokes.

An MCP server that integrates Google's Gemini API to facilitate structured, sequential reasoning and complex problem-solving through iterative thought steps and session management.

PsiAnimator integrates QuTip quantum physics simulations with Manim mathematical animations to model, measure, and visualize quantum states and processes through MCP.

A dynamic tool generator for MCP that automatically imports and converts OpenAPI, GraphQL, and AsyncAPI specifications into executable agent tools with self-learning capabilities.

MCP (Model Context Protocol) Server. Bridges Docker infrastructure management by providing a JSON API for container, image, and command operations through a unified protocol implementation.

MCP (Model Context Protocol) Server. Provides a TypeScript-based server for interacting with PocketBase, enabling flexible database management and configuration through natural language interfaces.

An MCP Server for Kafka clusters to interact with kafka environment via tools on messages, topics, offsets, partitions for consumer and producers along with seamless integration with MCP clients.

MCP (Model Context Protocol) Server. Combines PDFKit and Puppeteer to generate PDFs from HTML content and programmatic layouts, enabling versatile document creation and web page snapshots.

A comprehensive MCP server for WOOFi Pro and Orderly Network that provides 40 professional-grade tools for crypto derivatives trading, including order execution, position tracking, and PnL management via natural language.

MCP (Model Context Protocol) Server. Provides a TypeScript-based server for fetching and querying RubyGems metadata, enabling comprehensive exploration of gem information, version details, ownership, and dependency relationships through the RubyGems.org API.

A specialized MCP server for managing DocDocDoc API interactions, allowing users to create, track, and manage secure document requests for identification and registration paperwork.

A cloud-based FFmpeg processing server that enables AI assistants to execute, chain, and manage complex video and audio editing tasks without local installation.

A comprehensive MCP server for Google Calendar management that enables users to create, update, and search events and calendars via secure OAuth2 authentication.

The FiftyOne MCP server enables AI assistants to control computer vision datasets, execute 80+ operators, and manage plugins through a unified Model Context Protocol interface.

MCP (Model Context Protocol) Server. Fetches Azure Java SDK documentation and code examples from Maven Central repositories, automatically retrieving the latest version metadata and README files for any Azure SDK package to provide quick access to usage examples and API documentation.

MCP (Model Context Protocol) Server. Provides direct SQL execution access to AWS RDS MySQL databases with safety measures that block dangerous operations while supporting standard queries, data modifications, and database administration tasks.

A specialized Model Context Protocol server that integrates with the Tushare Pro API to provide comprehensive Chinese stock market data and financial information.

MCP (Model Context Protocol) Server. Integrates with Africa’s Talking Airtime API, enabling clients to send airtime top-ups to one or more mobile numbers.

Integrates Fathom.video with MCP to provide access to meeting transcripts, AI summaries, and action items with support for search and markdown exports.

A TypeScript-based MCP server that connects AI-powered IDEs to managed DigitalOcean PostgreSQL and MySQL databases using API token-based auto-discovery.

A remote MCP server that allows AI models to extract transcripts from any YouTube video URL without local installation, featuring Cloudflare-powered caching and multi-language support.

A tool-based MCP server that enables secure remote Linux administration via SSH, featuring built-in safety checks for over 40 destructive command patterns.

This MCP server uses Puppeteer to convert HTML files or content strings into high-fidelity PDF documents with full CSS and JavaScript support.

A comprehensive MCP server that provides real-time and historical data for companies listed on the BSE and NSE, including prices, trends, and market news.

Persistent Python sandbox for token-efficient codebase exploration in MCP clients