Development Tools

A Neovim-integrated MCP server that allows AI assistants to interact with editor instances, providing tool-based control and access to LSP diagnostics and documents.

A local-first code indexer utilizing Tree-sitter and SQLite (FTS5) to provide deep symbol resolution, semantic search, and real-time updates for LLMs across 48+ programming languages.

MCP (Model Context Protocol) Server. Integrates with Etherscan's API to provide Ethereum blockchain data tools for balance checking, transaction tracking, and smart contract analysis.

MCP (Model Context Protocol) Server. Enables AI assistants to explore and understand .NET codebases.

A robust MCP server that provides Tesseract OCR capabilities, allowing users to extract text from local files, URLs, or raw image data with multi-language support.

A comprehensive MCP server that enables AI agents to manage Fastly CDN infrastructure, including service configuration, performance monitoring, and cache management via the Fastly CLI.

A tool for managing GitHub Projects V2 using the GraphQL API, allowing users to manipulate project boards, issues, and field values directly through LLM commands.

MCP (Model Context Protocol) Server. Integrates with Votars platform to provide access to meeting transcripts, enabling retrieval and analysis of voice recordings through transcript fetching tools.

MCP (Model Context Protocol) Server. Provides a structured thinking framework for breaking down complex problems into sequential steps while recommending appropriate tools for each stage based on context and progress tracking.

A specialized MCP server that provides real-time and historical currency exchange rates, supporting conversions and currency listings via the Frankfurter API.

A specialized MCP server providing mental models, design patterns, and scientific reasoning frameworks to enhance systematic thinking and analytical problem-solving.

An educational MCP server bridging Autodesk Revit with AI assistants using a dual-component architecture for model control, element creation, and BIM data extraction.

MCP (Model Context Protocol) Server. Integrates with UML diagramming tools to generate visual representations of system architecture, class relationships, and process flows directly from code or text descriptions within conversational interfaces.

A robust TypeScript-based MCP server providing platform-agnostic filesystem capabilities with secure path sanitization, advanced search-and-replace, and support for both STDIO and HTTP transports.

A JIRA MCP server that enables LLMs to query project management data using JQL search and retrieve detailed issue information through standardized tools.

An MCP server that optimizes Apache Spark code using Claude AI to apply performance enhancements like broadcast joins, strategic caching, and query plan improvements.

A specialized MCP server that integrates the Volatility 3 framework to perform advanced memory forensics using natural language queries for process, network, and malware analysis.

A specialized MCP server for managing Tempo worklogs within Jira, enabling users to create, edit, retrieve, and bulk-process time tracking entries through AI-compatible clients.

ParaView-MCP is an autonomous agent that integrates multimodal large language models with ParaView, allowing users to perform scientific visualizations through natural language and visual feedback.

An MCP proxy server that acts as a middleware to filter out unwanted tools from upstream servers using regex patterns, reducing context pollution for AI agents.

A specialized MCP server that provides AI agents with searchable access to over 8,500 curated GitHub 'awesome lists', offering vetted resources for machine learning, development tools, and more.

A comprehensive Laravel-based SDK for implementing the Model Context Protocol, allowing developers to expose Laravel tools, resources, and database records to AI models via HTTP, WebSockets, or Stdio.

FlowLLM is a framework for developing LLM-based services that automatically exposes Python-defined logic (Ops) as HTTP or MCP service tools. It simplifies the creation of AI assistants and RAG applications by providing built-in support for vector stores, token counting, and complex workflow orchestration.

A powerful MCP server that exposes Language Server Protocol (LSP) features through a headless VS Code environment, allowing AI agents to perform advanced code analysis, symbol manipulation, and file operations across multiple programming languages.

BoxLite-MCP provides isolated Ubuntu virtual machine environments for AI agents to safely execute code, browse the web, and interact with a full graphical desktop using hardware-level isolation.

A PyQt5-based MCP server that enhances AI interaction through an interactive UI for managing multi-image attachments, file workspaces, and cognitive performance modes.

A specialized MCP server for ROS2 Humble that enables natural language control of robots through topics, services, and actions, including support for GUI tools like Gazebo.

Connects AI models to the official Astro framework documentation via Kapa.ai's search API, providing up-to-date answers on Astro's features and APIs.

A TypeScript-based MCP server that allows AI models to control Android devices via ADB, enabling device management, app installation, file transfers, and UI inspection.

A demonstration of the Model Context Protocol (MCP) integrating local Stdio-based math tools and remote SSE-based web browsing tools into an AutoGen agent framework.