AI & ML

The Keboola MCP Server is an open-source bridge that exposes Keboola project features like storage, SQL transformations, and job triggers as callable tools for AI agents.

A bridge between AI assistants and MikroTik RouterOS devices, enabling natural language control over networking tasks like VLAN management and firewall configuration.

A programmatic interface for managing n8n workflows through AI, enabling complete lifecycle management including creation, modification, and execution monitoring via REST API integration.

Connects MCP clients like Claude or Cursor with browser-use, enabling web browsing capabilities using the client's existing LLM configuration.

Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

A comprehensive MCP server that brings Stability AI's powerful image generation and editing suite directly to Claude, enabling capabilities like text-to-image, upscaling, background removal, and style-based image manipulation.

A comprehensive MCP server that integrates with LeetCode (Global and China) to provide access to coding problems, solutions, user profiles, submission history, and personal note management.

A robust integration for providing OpenAI GPT-5 capabilities to Claude Code, featuring specialized tools for both simple prompt generation and complex structured conversations.

MCP (Model Context Protocol) Server. Make calls to OpenAI's chat completions.

A CodeMirror extension that integrates the Model Context Protocol to enable features like resource mentions and prompt command autocompletion directly within the editor.

A native Delphi implementation of the Model Context Protocol (MCP) providing a robust framework for building AI-powered Delphi development workflows on Windows and Linux.

MCP server that fetches and processes arXiv LaTeX sources for precise interpretation of mathematical expressions in papers.

A comprehensive security analysis MCP server that enables natural language queries, cross-account discovery, and log analytics across AWS services like GuardDuty, IAM, and S3.

A multi-language documentation server providing LLMs with context-aware access to Go, Python, NPM, and Rust package details, integrated with Language Server Protocol (LSP) capabilities for code intelligence.

A system utility MCP server designed to discover, list, and analyze Model Context Protocol configurations across various AI applications and IDEs in a local development environment.

Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.

A specialized MCP server that bridges AI assistants with Roblox Studio, allowing models to explore game structures, edit scripts, and automate bulk changes directly within the engine.

A monorepo for the Twilio MCP server that exposes the full suite of Twilio's public APIs to AI assistants, enabling SMS, voice, and account management.

Nova Memory is a local-first persistent storage system for AI assistants, providing persistent context, task management, and knowledge graph capabilities using SQLite.

A versatile search engine for codebases and documentation that uses Probe to enable natural language queries over local directories or Git repositories.

A voice interaction server for AI models that provides speech-to-text using faster-whisper, text-to-speech with over 54 voices, and transcription capabilities for audio and video media.

ToolHive is a desktop management application and proxy for the Model Context Protocol (MCP), allowing users to securely deploy, run, and manage MCP servers in isolated containers.

A specialized MCP server that enables AI models to index and query GitHub repositories using the GitHub Chat API for deep codebase analysis.

MCP (Model Context Protocol) Server. Leverage OpenAI's language models through a standardized interface.

MCP (Model Context Protocol) Server. Connects AI with Apple Notes on macOS, enabling retrieval, creation, and search of notes without leaving your workflow.

A comprehensive MCP server for GitHub project management that uses AI to automate PRD generation, task breakdown, and requirements traceability with multi-provider AI support.

A comprehensive MCP server designed for AI-driven development that integrates file system management, code analysis via tree-sitter, multi-language code execution, and web search/fetch capabilities. It enhances agentic workflows with system context tools like screenshot capture and application listing, plus a workspace-centric todo management system.

A specialized MCP server that integrates with the CVE-Search API to query vulnerability data, including vendor products, specific CVE details, and recent security updates including CAPEC and CWE mappings.

A toolset for Rust development in Cursor that integrates Rust Analyzer LSP capabilities, Cargo commands, and local documentation parsing to provide LLMs with deep type awareness and crate info.

A scalable MCP server that enables context-aware discovery and execution of any OpenAPI-documented API through semantic search and endpoint-level chunking. It bypasses LLM context limits by indexing individual API endpoints into an in-memory FAISS vector database.