Development Tools

An enhanced MCP server for YApi project management that allows LLMs to interact with API documentation through tools for project, category, and interface administration.

Provides powerful inspection and interaction tools for connected android devices or emulators.

A tool-based MCP server that generates and manages AI-powered clarifying questions for complex tasks, helping developers gather necessary technical details about architecture, stack, and deployment.

A sophisticated orchestration server that provides a planning tool and recursive subagents for code, analysis, and research tasks with session-aware persistence.

A cloud platform for registering and using remote tools with GitHub's MCP service, enabling agents to access registered tools through SSE endpoints.

A comprehensive MCP server designed to refine, analyze, and optimize LLM prompts using multi-provider support (OpenAI, Anthropic, Google Gemini) and automated technique application.

Enables LLMs to analyze and interact with Power BI (.pbix) files through PBIXRay capabilities. Provides access to data models, DAX measures, Power Query code, table relationships, and data contents with configurable tools and pagination support.

A context-efficient file editing MCP server that uses pattern-based landmarks to manipulate code without requiring exact string matching or large context windows.

An MCP server that enables remote administration of OpenSimulator via its REST console, allowing for region management, user control, and world object manipulation.

BlueMouse acts as a 'Quality Gate' for AI-assisted coding, utilizing a Socratic logic engine and 17 layers of vetting to prevent hallucinations and ensure code soundness before generation.

An MCP server that enables AI models to interact with the Typst Universe package registry to search for packages, retrieve technical details, and browse categories.

A TypeScript-based boilerplate for developing Model Context Protocol (MCP) servers, featuring pre-implemented calculation, weather, and greeting tools alongside system resource management.

A lightweight MCP server designed for Node.js development, providing comprehensive file system operations, git version control management, and package dependency tasks.

MCP server for Fabrx - Build APIs from documents in your IDE

A Pandoc-based conversion service that enables AI assistants to convert documents between 40+ formats like Markdown, HTML, LaTeX, PDF, and DOCX via MCP or REST.

A documentation governance server that provides AI agents with tools for structured logging, document lifecycle management, and architectural drift detection using SQLite or PostgreSQL backends.

A template MCP server that provides weather forecasting functionality by fetching current and hourly temperature data from the Open Meteo API for any given latitude and longitude coordinates.

A temporal intelligence system for AI agents that provides context management through a 3-layer brain architecture focusing on causality, tiered memory, and predictive context propagation.

A specialized MCP server providing real-time UTC time retrieval and precise timezone conversion services using IANA identifiers.

A robust GitLab MCP server providing comprehensive coverage of GitLab features through GraphQL, including deep search, code exploration, and write operations for issues and merge requests.

Analyzes frontend project code (React, Vue, Angular) and converts it into AI-understandable flow diagrams and object structures. Provides tools for code analysis, variable/function/component inspection, and project structure insights.

A demo MCP server supporting multiple transport types (stdio, SSE, and StreamableHttp) with specialized features for Telegram message collection and file operations.

A robust infrastructure orchestration MCP server designed for GARZA OS, featuring state tracking, distributed locking, and automated rollbacks for Fly.io and Cloudflare deployments.

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A comprehensive Jira MCP server providing deep integration with Jira Cloud, including management of issues, agile boards, sprints, projects, and users via the REST API.

MCP server for automatically generating professional PowerPoint and Google Slides presentations using the Plus AI presentation API

A specialized code generation server that allows AI assistants to generate dozens of interconnected files across 10 programming languages with consistent architecture and automatic import management.

A PostgreSQL database management MCP server that provides AI-driven administration, secure OAuth 2.1 authentication, and support for advanced extensions like PostGIS and pgvector.