Development Tools

A specialized MCP server for OpenAI's Sora 2 API that enables professional video generation, real-time status monitoring, and local post-production tools like merging and fade animations via FFmpeg.

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

A security audit server for Laravel projects that performs static code analysis, dependency CVE checks, and configuration audits. It enables developers to detect vulnerabilities like SQL injection and XSS while providing active attack simulations directly within MCP-compatible IDEs.

A human-in-the-loop MCP server that allows AI assistants like Claude to pause execution and request input via a self-contained web interface with support for single questions, multiple choice, and hypothesis challenges.

Enables development support for AS400/IBM i systems by providing read-only access to metadata, source code, and program dependencies via ODBC. It supports CL, RPG, and COBOL environments, allowing users to retrieve library, table, and system information.

A comprehensive MCP server providing deep integration with the Strava API, specifically optimized for marathon training, injury prevention, and performance analysis through time-series data and heart rate zone monitoring.

An MCP server that enables Gemini AI integration within Claude Code by providing tools to execute model queries via the Gemini CLI.

A comprehensive MCP server for Goodday that enables management of tasks, projects, and sprints, featuring semantic search through VectorDB integration and natural language querying.

A secure, containerized MCP server that provides sandboxed code execution for Python, Node.js, and Go, alongside shell access and package management.

A comprehensive chess MCP server enabling interactive gameplay via ChatGPT, featuring Stockfish engine analysis, tactical puzzles, and a specialized React-based visual board widget.

A Solana memecoin intelligence server that integrates with Dune Analytics to track trending tokens, Pump.fun graduates, and KOL trading activity across major DEXs like Raydium and PumpSwap.

A comprehensive MCP server providing 85 tools to manage Oracle Cloud Infrastructure (OCI) resources including Compute, Databases, K8s (OKE), Networking, Storage, IAM, and Cost Management with dynamic profile switching support.

An MCP server that enables AI-powered searching and downloading of Adobe Mixamo animations directly into Unity projects with automatic Humanoid rig configuration.

An MCP server for integrating with Grafana Loki, allowing LLMs to search, analyze, and explore log data using LogQL queries and label discovery.

A quantitative finance MCP server providing real-time options analytics, Greeks calculation, Monte Carlo simulations, and strategy backtesting using Yahoo Finance and Polygon.io data.

An Airflow ETL Pipeline Generator that integrates with databases, S3, SMB, Kafka, and GitLab to automate the creation of Spark-based data pipelines. It facilitates data source validation, schema extraction, and DAG generation through a conversational interface.

An Iceberg-native geospatial MCP server powered by DuckDB that provides tools for spatial SQL queries, catalog discovery, and data management. It enables LLM agents to interact with Apache Iceberg lakehouses to perform complex spatial analysis, joins, and aggregations.

An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) structures, including SBU and ligand identification, guest removal, and COF stacking analysis. It enables AI agents to perform automated chemical informatics and structural characterization on crystal structures via CIF files.

Enables AI assistants to interact with the M-Team private torrent tracker API for searching resources, retrieving torrent details, and downloading torrent files. It provides a bridge for Model Context Protocol clients to manage and access private tracker content through natural language.

MCP server for Dolphin semantic code search - works with Continue.dev, Claude Desktop, and other MCP clients

Adaptive error memory and code intelligence system with Hebbian synapse network, hybrid search, and REST API

A comprehensive MCP server providing access to Replicate's FLUX image generation suite, supporting text-to-image, inpainting, variations, and edge-guided generation.

A tool that converts Markdown documents and Mermaid diagrams into high-quality PDFs and PNGs using Puppeteer-based headless Chrome rendering.

Provides tools for AI agents to interact with the Orange Juice Online Judge API by managing problems and code submissions. Users can list problems, retrieve detailed descriptions, submit source code, and track submission status through natural language.

A Model Context Protocol server that enables interaction with Linear workspaces to manage issues, projects, cycles, and teams through a GraphQL interface. It provides 21 tools for comprehensive task management, search, and workflow coordination using OAuth2 authentication.

Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spider.

A robust Python debugging server providing breakpoint-based execution control, variable inspection, and step operations using Microsoft's Debug Adapter Protocol (DAP).

Real-time Firestore schema context for AI coding agents. Stop hallucinating field names.

A specialized MCP server for managing reusable task contexts and artifacts, enabling AI agents to store, search, and autonomously refine best practices, rules, and prompts for repetitive task types.

A comprehensive MCP toolkit for the Sei blockchain ecosystem, enabling AI agents to perform DeFi trading, NFT management, cross-chain bridging, and deep on-chain analytics via natural language.