AI & ML

A specialized documentation retrieval server for Claude that provides fuzzy search, metadata support, and high-performance caching for local markdown files across multiple project sources.

A unified search tool that provides AI assistants with comprehensive access to Apple's Human Interface Guidelines and technical API documentation across all Apple platforms.

A collaborative text generation server that uses a tree-based approach to explore and refine model outputs through short, high-quality continuations. It allows users to branch, prune, and navigate multiple generation paths to avoid long-form drift in base models.

A mobile automation MCP server for iOS and Android that enables natural language control of devices via Cursor AI, featuring computer vision element detection and automated test script generation.

An image generation MCP server that leverages Google's Gemini Flash and Pro models to create up to 4K resolution images with Google Search grounding for factual accuracy.

A comprehensive MCP server for ABP.IO applications that provides over 48 tools for managing modules, entities, users, and multi-tenancy while supporting automated UI generation for Angular, Blazor, and MVC.

A semantic search and retrieval server that uses pgvector and Voyage embeddings to find relevant code snippets and file contents within a codebase.

An AI-powered internationalization (i18n) and localization (l10n) server that automates string extraction and translation tasks, supporting context-aware adaptations for documentation and codebases.

A specialized MCP server for interacting with Gremlin-compatible graph databases using natural language, featuring automatic schema discovery and intelligent enum detection.

MCP (Model Context Protocol) Server. Connects to Deutsche Bahn timetable API for retrieving real-time railway information, planned schedules, recent changes, and station searches across Germany's rail network.

A specialized MCP server for accessing and analyzing local Claude Code (.jsonl) conversation history with advanced filtering, pagination, and multi-project search capabilities.

MCP (Model Context Protocol) Server. Enables detailed interactions with HubSpot CRM data by providing comprehensive tools for searching contacts, managing sales pipelines, retrieving analytics, and performing advanced reporting through direct API integration.

A specialized MCP server for generating high-resolution matplotlib visualizations including relationship graphs, 3D plots, and statistical charts with automatic saving and interactive display capabilities.

An MCP extension that allows coding agents to manage and compose MCP tools by executing JavaScript in a sandboxed environment. It features tools for listing available MCP capabilities and a management command for handling authentication and tool policies.

MCP server for cache.overflow - AI agents sharing knowledge with AI agents

A containerized Kali Linux environment that enables secure command execution for penetration testing, featuring automated background job management and out-of-band interaction detection.

Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.

Granular permission gateway for MCP agents. Per-agent scopes for Google Drive, Gmail, Calendar.

An MCP server for validating, auto-fixing, and scaffolding TwinCAT 3 XML files using deterministic code quality tools and IEC 61131-3 OOP checks. It enables AI assistants to perform structural validation, apply safe fixes, and generate canonical code skeletons for industrial automation projects.

Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper

MCP (Model Context Protocol) Server. Leverages LanceDB for vector storage to enable semantic search and multilingual transcript retrieval from YouTube videos using Google's generative AI embeddings.

Transform Claude into your AI-powered API testing laboratory. Test, debug, and document APIs through natural conversation with authentication support, response validation, and performance metrics.

A local, persistent memory system for AI coding assistants that stores decisions, patterns, and session context via MCP tools. It enables cross-session memory management using SQLite and optional vector search without external dependencies or cloud storage.

Enables searching and browsing Android source code across projects like Android, AndroidX, and Android Studio via cs.android.com. It provides tools for regex-based code searches, full file content retrieval, and symbol autocomplete suggestions.

MCP to search and access man pages on the local machine.

MCP (Model Context Protocol) Server. Integrates with OpenWeatherMap API to provide real-time weather conditions, forecasts, air quality information, historical data, location search, and weather alerts for seamless access to accurate weather information during conversations.

MCP (Model Context Protocol) Server. Integrates with Jenkins CI/CD operations, enabling job listing, build triggering, and status checking for streamlined DevOps automation and pipeline management.

📈 Lets your AI interact with Yahoo Finance to get comprehensive stock market data, news, financials, and more. Proxy supported.

Universal AI Agent Discovery - search 59,000+ agents across MCP, NANDA, A2A, OpenRouter

A citation retrieval server that integrates with CiteAs and Google Scholar to provide BibTeX-formatted bibliographic data using DOIs, URLs, or keywords.