Development Tools

A production-grade MCP server for Motion.dev, offering offline documentation access, multi-framework code generation, and API validation for React, JavaScript, and Vue animations.

A comprehensive MCP server for the Plain.com support platform, offering 77 tools to manage customers, support threads, help center documentation, and workspace automation.

A specialized MCP server that optimizes JSON data into the TOON (Token-Optimized Object Notation) format, reducing token usage by 40-60% for AI context windows.

A comprehensive MCP server for Confluence that provides unified tools for page and comment management, advanced CQL searching, and robust Markdown export capabilities.

An MCP server that enables AI assistants to discover and explore REST APIs by indexing and fuzzy-searching Swagger/OpenAPI specifications from local or remote sources.

A local SQLite-based project management server that enables AI assistants to track hierarchical organizations, projects, tickets, and tasks with offline support and PDF report generation.

An unofficial MCP server for the Finix API that facilitates identity management, payment link creation, and documentation search for fintech development.

A Model Context Protocol server that dynamically creates tools to send rich-formatted Slack notifications to specific channels via webhooks.

A document processing MCP server that leverages Docling to convert PDF files into clean, readable Markdown format for easy text extraction and analysis.

MCP (Model Context Protocol) Server. Integrates with Dafny to verify code correctness through analysis of formal specifications and proofs.

A Model Context Protocol server that providing secure access to IBM Informix databases, supporting full SQL operations with optional read-only enforcement and connection pooling.

Enables creation of optimized LinkedIn posts using a component-based design system with variants, themes, and composition patterns. Supports multiple post types (text, document, poll, video, carousel) with research-backed optimization for maximum engagement.

An MCP server for Bitbucket Data Center that enables AI assistants to search code, browse files, and manage pull requests through a standardized interface. It supports comprehensive repository exploration, including Lucene-style code searching and direct file content access.

A code-first MCP server that provides a single tool to execute JavaScript or TypeScript with authenticated access to Google Workspace APIs. It enables flexible interactions with services like Calendar and Drive by running user-provided scripts through a built-in runtime environment.

AI agent control of 3D printers — 273 tools for OctoPrint, Moonraker, Bambu, Prusa, Elegoo

Returns the latest package / dependency / tool versions for Python, NPM, Go, Docker, Helm, etc.

A comprehensive MCP server providing access to NCBI's PubMed database of 36+ million citations, enabling advanced searching, citation management, and full-text retrieval from PubMed Central.

A robust MCP server for Google's Veo 3.1 model that provides token-efficient video generation, frame interpolation, and professional tools for batch processing and cost estimation.

An MCP server that enables interaction with B&R Automation Studio projects, allowing AI assistants to build projects, launch simulators, and manage PLC variables via OPC UA.

Provides virtual filesystem workspaces with full file operations (read, write, ls, tree, mkdir, rm, mv, cp, cd, pwd, find, grep) and checkpoint management. Supports multiple storage providers (memory, filesystem, sqlite, s3) with session, user, and shared scopes.

A Git worktree manager that allows AI agents to work on multiple branches simultaneously with built-in locking and automated merge coordination. It simplifies parallel workflows by handling isolated working directories and environment-specific setup commands.

An MCP Server for retrieving EXIF data from images (photos) and videos using ExifTool

Provides high-accuracy time information by querying multiple NTP servers for consensus time, and comprehensive timezone support using IANA tzdata for conversions, DST handling, and clock drift detection independent of system time.

A comprehensive MCP server for Excel automation, providing specialized tools for workbook lifecycle management, worksheet manipulation, and granular cell range operations including filtering and data writing.

An MCP server for the Package Privacy toolset that automates Android application security assessments through Maven package downloading, JADX decompilation, and rule-based privacy violation detection.

A production-grade MCP server for intelligent task orchestration, featuring session-based workflow tracking and a precision evaluation scoring system for AI-driven project management.

A production-ready MCP server for Okta administration offering dual-mode operation for either standard tool interaction or autonomous agent workflows with secure, sandboxed code execution.

An implementation of the Model Context Protocol that provides AI clients with intelligent diagnosis and analysis capabilities for StarRocks databases, enabling SQL execution and performance monitoring.

A specialized Bazi (Four Pillars of Destiny) calculator that provides precise chart data, solar/lunar conversions, and Chinese calendar information for personality analysis and destiny prediction.

A comprehensive ML engineering toolkit that enables model training, dataset management, and infrastructure provisioning across local GPUs, cloud providers, and remote VPS. It integrates experiment tracking, cost estimation, and deployment workflows for Ollama and Open WebUI.