Development Tools

decoupler-mcp provides a natural language interface for single-cell RNA-Seq analysis, allowing users to perform pathway inference, clustering, and visualization using the decoupleR framework.

A comprehensive automation server for homelab management, supporting automated service deployment (Jellyfin, Home Assistant), remote system discovery, hardware-specific AI accelerator optimization (Coral, MemryX), and state-managed infrastructure via Terraform and Ansible.

A tool for managing todo lists stored in markdown files, allowing AI assistants to perform full CRUD operations with persistent ID tracking and checkbox formatting.

An MCP server for video engineering that provides tools for metadata analysis, GOP structure inspection, and objective quality metric comparisons like VMAF and SSIM.

A sophisticated multi-agent orchestration MCP server that enables multiple Claude instances to collaborate via a central hub with shared workspace synchronization, task management, and persistent memory.

MCP (Model Context Protocol) Server. Provides direct access to AWS CloudWatch resources for monitoring application health, investigating logs, and analyzing metrics through tools for listing log groups, retrieving alarms, executing queries, and accessing saved queries.

– Node.js MCP server for Microsoft SQL Server featuring auto-detected single / multi-database configs, execute-SQL and schema tools, robust Zod validation, and optional Express endpoints for local testing

Integrates with Galileo's evaluation and observability platform to manage datasets, prompt templates, and experiment setups for monitoring LLM application performance.

A comprehensive MCP server designed for programmatic LaTeX document management, offering tools for creating, editing, validating, and analyzing academic papers and reports.

MCP (Model Context Protocol) Server. Enables searching YouTube videos, retrieving detailed information, and extracting subtitles in English or Russian for referencing and analyzing video content during conversations.

A Windows reverse engineering MCP server that provides conversational AI access to memory inspection, disassembly, debugging, and code injection within target processes.

MCP (Model Context Protocol) Server. Provides a bridge to the Bilibili video-sharing platform for retrieving user profiles, listing followed accounts, and discovering videos through authenticated API access

Query security controls, monitor compliance tests, and access audit data across SOC 2, ISO 27001, CMMC, FedRAMP, and other frameworks from Secureframe.

MCP (Model Context Protocol) Server. Integrates with Google Maps to locate and evaluate medical facilities in emergencies, providing tools for facility search, route calculation, and availability checking within a 10km radius, while implementing sequential thinking for step-by-step clinical reasoning and accurate facility matching based on patient data.

MCP (Model Context Protocol) Server. Provides a robust bridge to the Atlassian Confluence API, enabling search, retrieval, creation, and update of Confluence pages with full-text search and version control capabilities.

A Data Security First filesystem MCP server that implements .mcpignore to prevent MCP clients from accessing sensitive data.

A privacy-focused MCP server that aggregates search results from multiple engines like DuckDuckGo, Brave, and Google via 4get, featuring smart caching and robust retry logic.

MCP (Model Context Protocol) Server. Provides a clean API interface for fetching and creating Reddit content, handling authentication and formatting responses with useful analytics like engagement metrics and community insights.

A specialized MCP server for the Cursor IDE that provides tools for generating, customizing, and documenting React components from the its-just-ui library using natural language.

A comprehensive MCP server for MySQL that enables AI models to connect to local or cloud databases and perform tasks like query execution, schema inspection, and index management.

A specialized MCP server that bridges AI models with Offorte's proposal engine, enabling automated creation, management, and delivery of interactive business proposals.

MCP (Model Context Protocol) Server. Provides a lightweight bridge between AI systems and ODBC-compatible databases, enabling SQL queries, table exploration, and schema discovery with special optimizations for Virtuoso DBMS features like SPARQL queries.

MCP (Model Context Protocol) Server. Integrates with Kubernetes to enable natural language-based cluster management and command execution for streamlined DevOps workflows.

A performance-optimized read-only MCP server for Notion that uses parallel processing and a recursive 'one-pager' tool to efficiently retrieve full document structures for AI assistants.

MCP (Model Context Protocol) Server. Bridges VSCode/Cursor with Confluence Wiki, enabling direct access and automatic conversion of wiki content to markdown format within AI conversations.

MCP (Model Context Protocol) Server. Integrates with the DeepSeek API to provide code generation, completion, and optimization across multiple languages using tool chaining and caching strategies.

MCP (Model Context Protocol) Server. Captures screenshots of specific DOM elements through an interactive browser overlay that allows users to hover and click on webpage elements to generate PNG images using html2canvas.

A high-performance SQLite MCP server that uses an experimental 'Codemode' approach to execute database operations via generated Go code, significantly reducing token usage and latency for complex queries.

A FastMCP server that integrates with the REI3 ticketing system, enabling ticket creation, worklog management, and status updates through an MCP-compliant interface.

A comprehensive automation bridge that grants AI full control over Windows systems, enabling GUI interaction, browser automation via Playwright, and shell command execution.