Development Tools

A specialized MCP server that integrates OpenAI's gpt-image-1 model to generate and edit images directly through text prompts and file-based workflows.

MCP (Model Context Protocol) Server. Fetches, parses, and stores RSS feeds in a SQLite database, enabling seamless news and article retrieval for language models through filtering, searching, and Firecrawl-powered article access.

VariFlight's official MCP server provides tools to query flight information, weather data, comfort metrics, the lowest available fares, and other civil aviation-related data.

Enables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.

MCP (Model Context Protocol) Server. Provides real-time cryptocurrency market data through CoinGecko API for accessing prices, market information, historical charts, search functionality, trending coins, and global statistics.

Fetch and analyze BP5 data files using ADIOS2 for scientific data and metadata access.

An MCP server that extracts YouTube video metadata and transcripts without requiring an API key, featuring intelligent fallback logic for high reliability.

A protocol bridge for Claude 4.5 Sonnet to access GLM-4.6's specialized architectural intelligence for system design, scalability engineering, and security reviews.

MCP (Model Context Protocol) Server. Provides a bridge to virtual Ubuntu desktops for browsing the web, running code, and automating tasks through a sandboxed environment with bash command execution and natural language control.

A robust MCP server for Rollbar that enables AI assistants to diagnose errors, manage deployments, retrieve session replays, and update item status via natural language.

A project context management server that maintains persistent documentation through a structured memory bank of markdown files tracking goals, decisions, and progress.

A robust MCP server for the Spiral API that provides tools for text generation, file content processing, and automated web article extraction using AI models.

A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.

A versatile MCP toolpack for local LLMs providing web search capabilities via DuckDuckGo, a sandboxed Python environment for mathematical computations, and persistent markdown-based long-term memory.

A read-only Reddit MCP server that allows users to search subreddits, retrieve posts, and analyze comments using reliable PRAW-powered tools.

✨A MCP server that provides intelligent access to the HoloViz ecosystem for humans and AIs.

A comprehensive MCP server for GitLab that enables detailed repository management, CI/CD control, and merge request workflows for both cloud and self-hosted instances.

A powerful web scraping MCP server that enables AI agents to scrape content as Markdown, bypass geo-restrictions using specific IP locations, and retrieve parsed data from Google, Amazon, and Reddit.

MCP (Model Context Protocol) Server. Integrates with Puppeteer to provide browser automation capabilities for web navigation, interaction, and data extraction.

A graph-vector memory bridge that connects AI assistants like Claude and Cursor to a persistent, long-term memory service powered by FalkorDB and Qdrant.

A lightweight service that enables AI assistants to manage OpenStack infrastructure by executing CLI commands through MCP, covering servers, projects, images, and flavors.

A comprehensive document processing MCP server capable of reading, converting, and manipulating various file formats including PDF, DOCX, HTML, and CSV.

The DevCycle MCP server enables AI coding assistants like Cursor and Claude to manage feature flags, variables, targeting rules, and variations directly from the development environment.

Token-efficient MCP client: TypeScript schemas instead of JSON, LLM-friendly syntax, batch calls, TOON output. Built for Claude/GPT automations.

Cómo crear MCP Servers y usarlos con GitHub Copilot Chat 🚀💻🤖

A MCP server (Streamable HTTP) for asking user questions via a web interface, inspired by the Claude Code AskUserQuestion Tool.

A robust knowledge graph memory system for AI agents that manages entities, relations, and observations with strict validation and weighted search capabilities.

A specialized MCP server running in a Trusted Execution Environment (TEE) that uses RA-TLS to provide remote attestation, allowing clients to cryptographically verify the server's code integrity before connecting.

MCP (Model Context Protocol) Server. Provides direct access to Terragrunt documentation and GitHub issues through a Deno/TypeScript server that fetches content from the official repository with fuzzy matching and normalized responses.

MCP (Model Context Protocol) Server. Provides a bridge between AI assistants and VRChat, enabling direct avatar parameter manipulation, movement control, and interaction through WebSocket and OSC protocols.