Development Tools

An institutional-grade quantitative trading MCP server that provides market data, portfolio management, risk analytics, and backtesting tools for AI agents.

A privacy-first semantic code search server that uses local Ollama embeddings and Qdrant vector storage to provide AI assistants with deep repository understanding and RAG capabilities.

A collaboration bridge that enables real-time, multi-agent communication between different Claude instances through a centralized hub server to solve complex problems together.

An evolutionary MCP server that automatically optimizes AI prompts through genetic algorithms, multi-objective optimization, and reflection-based failure analysis to improve performance and reliability.

A programmatic bridge to the HackTheBox platform that enables AI assistants to manage cybersecurity challenges, spawn machine instances, submit flags, and track player progress via the HTB API v4.

A specialized MCP server providing access to the OpenAlex catalog of 240+ million scholarly works, authors, and institutions for comprehensive literature reviews and research trend analysis.

A modular MCP server for Cursor that provides remote server management, Git-based code synchronization, and automated FTP-backed file syncing across SSH, Relay, and Docker environments.

A comprehensive MCP server for Coolify that enables AI assistants to manage self-hosted PaaS infrastructure including applications, databases, and deployments via REST API.

A specialized navigation and analysis suite for EVE Online that integrates the official ESI API, Static Data Export (SDE), and EVE-KILL data for route calculation and system intelligence.

A comprehensive stock market data server powered by yfinance, offering intelligent symbol resolution, deep financial analysis, and professional chart generation specifically optimized for Indian and global markets.

A specialized MCP server providing tools for mathematical optimization through JijModeling and quantum computing support via Qiskit, featuring code validation and version migration assistance.

A production-ready MCP server that enables seamless PromQL querying, range analysis, and metric discovery from Prometheus monitoring systems with support for enterprise-grade authentication.

A comprehensive multimodal MCP server integrating Google's Gemini 3.0 and Veo 3.1 models for advanced image generation, editing, and cinematic text-to-video creation with native audio support.

MCP (Model Context Protocol) Server. Integrates with GitHub's Pull Request system to fetch and analyze PR comments with their associated file paths, line ranges, and replies for seamless code review workflows.

Provides persistent context management for AI agents by storing and querying semantic information using Upstash Vector DB and Google AI embeddings. It enables semantic search, batch operations, and metadata filtering to help agents retrieve relevant stored knowledge.

Provides AI assistants with read-only access to inspect database schemas, preview data, and run safe queries across PostgreSQL, MySQL, MongoDB, and SQL Server. It enables AI tools to understand database structures and relationships automatically to generate more accurate code.

MCP (Model Context Protocol) Server. Provides a bridge between Azure Cosmos DB and natural language interaction, enabling database operations like inserting, retrieving, updating, and querying items without writing complex queries or switching contexts.

MCP (Model Context Protocol) Server. Enables security analysts to query, analyze, and visualize Wazuh security logs stored in OpenSearch databases for efficient incident investigation and monitoring.

A specialized MCP server that provides a file-based communication bridge for AI assistants to control Adobe After Effects, enabling automated project management, layer manipulation, and complex expression handling.

WhatsApp MCP server for Claude Code — talk to Claude from your phone via WhatsApp self-chat

A comprehensive MCP server for AI-powered log analysis, supporting 9+ formats with specialized tools for error extraction, correlation, and sensitive data scanning.

MCP (Model Context Protocol) Server. Provides a bridge to Laravel DebugBar for accessing detailed request logs, queries, routes, views, and models with filtering capabilities and formatted output for improved readability.

Connects AI assistants to the Vectra AI security platform for natural language threat investigation, incident response, and automated security reporting.

A specialized MCP server for PDDL planning that converts natural language to robot task plans, generates problem files, and executes batch tasks using the Fast Downward planner.

A specialized MCP server for managing Squads multisig accounts on Solana, enabling secure creation, voting, and auditing of proposals through LLMs with local private key safety.

MCP (Model Context Protocol) Server. Provides secure MySQL database access through a FastAPI server with SQLAlchemy and PyMySQL, enabling configurable connection pooling and optional query restrictions.

MCP (Model Context Protocol) Server. Provides a bridge to the Hedera Testnet Mirror Node API, dynamically converting Zodios API endpoints into tools for querying blockchain data using Server-Sent Events and robust Zod-based validation.

MCP (Model Context Protocol) Server. Integrates with TMF620 Product Catalog Management API to enable listing, retrieving, and creating catalogs, product offerings, and specifications for e-commerce or telecom service providers.

A comprehensive automation server for Yandex Browser that enables tab management, console log monitoring, web scraping, and complex user interactions via the Model Context Protocol.

A specialized MCP server for Screeps that provides comprehensive access to game state, market data, and user statistics, enabling AI-driven development and room management workflows.