MCP Server Directory

Provides standardized documentation retrieval for LLMs by accessing llms.txt files directly from source websites or a central repository, delivering real-time updates in a consistent format optimized for consumption.

Creates VM-like agent sandboxes on Modal with persistent filesystem and MCP-first access.

Queries MalwareBazaar and VirusTotal APIs for threat intelligence, sample metadata, IOC enrichment, and local file hash lookups.

Exposes the Heroicons library for searching, listing, and generating usage examples of icons in React applications

Integrates with Function Hub API to provide dynamic tool listing and execution capabilities for flexible access to external functions and APIs.

Two-pass prompt optimization with local heuristic analysis and LLM-specific best practices for Claude, Gemini, and OpenAI models.

Connects Claude to Larsson and Jennings ecommerce data across Shopify, Triple Whale, and Klaviyo with 19 tools.

Runs Veracode pipeline scans and generates AI-assisted fix suggestions for security findings.

[](https://glama.ai/mcp/servers/Neverlow512/agent-droid-bridge) 🐍 🏠 - MCP server giving AI agents programmatic control over Android devices and emulators via ADB. 11 tools covering UI inspection, screen interaction, ADB commands, and change detection.

📇 ☁️ 🍎 🪟 🐧 - CLI and MCP server for AI video and image generation with unified access to 7 models (Kling, Veo, Sora, Seedance, Flux, Grok Imagine). Provides 9 tools for generating, managing, and browsing media.

Bridges AI assistants with Roblox Studio for game structure exploration, script editing, UI generation, and bulk changes.

Defensive security tools for SOC analysts including network monitoring and system hardening.

FastAPI-based agentic workflow platform integrating MLflow for experiment tracking, ONNX for model serving, and local RAG documentation.

Course management for Stepik online education platform with full CRUD operations.

Keyword research tools using Google Autocomplete, Trends, and Answer-the-Public style question generation.

macOS Mail.app automation via AppleScript for mailbox, message, and draft management.

Provides SEC filing RAG search, financial sentiment analysis, and technical indicators for investment research.

Provides customizable developer information through a lightweight Node.js server that can be run via npx command or deployed as a Docker container.

📇 ☁️ 🏠 🍎 🪟 🐧 - Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools.

Feishu (Lark) cloud document operations with OAuth authentication and MCP gateway proxy.

Connects language models to cryptocurrency exchanges through a unified API for market data access and trading capabilities across major platforms like Binance, Coinbase, and Kraken.

Integrates with TigerBeetle to enable creating and configuring high-performance accounting database accounts through a Spring Boot server with stdio-based connections.

🐍 🏠 🍎 🐧 - Bring structure and preserve context in vibe coding by automatically tracking issues.

Provides high-precision astronomical calculations using the Swiss Ephemeris library for astrology and celestial mechanics.

AI-native interaction with Polkadot, Kusama, and testnet chains for on-chain queries and transactions.

Searches cars, views listings, and manages bookings on Turo via browser automation.

Cryptocurrency analysis and portfolio tracking with on-chain data, token security checks, and DeFi insights.

Runs commands without shell interpretation with built-in rules blocking destructive operations.

Integrates with Zenn.dev's developer API to fetch and filter technical articles and books from the popular Japanese publication platform.

Provides a bridge to the Korean military service records API for retrieving and verifying service history information with authentication and caching support

Stores and retrieves AI agent conversation logs in SQLite for cross-session knowledge sharing.

Mobile application log analysis platform with error classification, log search, and debugging tools for iOS, Android, React Native, and Flutter.

Analyzes React and TypeScript codebases using tree-sitter AST parsing and ChromaDB vector search for efficient code understanding.

Integrates with Couchbase and Nebius AI to provide fast, scalable access to Star Wars planetary data with vector search capabilities and generated planet images.

Screens stocks, forex, crypto, and ETFs using TradingView market data with 75+ investment metrics.

Controls MPD music playback service via MCP protocol.

Multi-provider integration service supporting Google APIs, AWS services, and Twilio communications through a unified interface.

Bridges AI assistants to Autodesk Revit for querying structural models, validating parameters, and applying rule-based auto-fill logic.

Indexes codebases using Tree-sitter AST parsing and exposes symbols, types, and AI-generated summaries to AI agents.

Provides encrypted persistent memory for Claude with client-side AES-256-GCM encryption and semantic search for privacy-preserving context retention.

Scrapes financial data from smart-lab.ru for bond screening, stock analysis, and dividend tracking.

Bridges UI annotation feedback to AI agents for automated code fixes via MCP.

Parses JUnit XML test reports to extract root causes, detect cascade failures, deduplicate errors via fingerprinting, and track failure history for test intelligence.

Manages Workato integration recipes, connections, and workflows with read and mutate operations.