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An MCP server that lets LM Studio search the web for images and show them inline in chat. It uses DuckDuckGo (no API key needed) and supports customization of image count, site restriction, and dimensions.

Enables interacting with Google Drive folders through an MCP server, allowing listing, searching, and reading files using tools like list_files, search_files, get_file, and read_file.

Connects AI assistants to Microsoft 365 via the Graph API, enabling email search, attachment extraction, and OneDrive file reading through natural conversation.

Read entire PDFs or specific pages on demand. Search documents for keywords and jump to relevant passages. Retrieve metadata to quickly understand document properties.

Web search, page fetching, and research from the terminal or any MCP client — no API key required.

Enables AI agents to interact with the IOTA blockchain network through 20 tools across four categories: wallet operations (balance checks, transaction signing with human approval flow, network switching), CLI and Move development (package building, test coverage, unsigned publish transactions), and on-chain queries (object data, transaction details, coin balances, epoch info via GraphQL). Uses a stateless architecture where secrets remain in a separate agent-wallet server, with dual query paths through JSON-RPC and GraphQL indexer.

Enables AI assistants to interact with the Amazon Advertising API to manage campaigns, keywords, product ads, and retrieve performance metrics.

Android Mobile MCP bridges AI assistants with Android device automation through the uiautomator2 library, enabling comprehensive mobile app testing and interaction workflows. Built by erichung0906, it provides 9 core tools spanning UI analysis (hierarchical element extraction, screenshots), touch interactions (clicking with coordinate validation, swiping), text input, system navigation, and app management (listing and launching applications). The implementation uses XML parsing to extract focusable UI elements with calculated center coordinates, validates click targets against current UI state to prevent invalid interactions, and filters out system apps to show only user-accessible applications, making it valuable for automated mobile testing, app interaction workflows, and AI assistants that need to operate Android devices programmatically.

SAP system integration, data extraction, and automation for ABAP, HANA, S/4HANA environments.

Turns any OpenAPI/Swagger spec into queryable tools for LLMs, enabling endpoint search, detail retrieval, and schema exploration.

Point it at your site, get a whole-site AEO/GEO audit plus a ready-to-run plan your agent can execute. Orchestrates the ai-seo and citation-intelligence MCPs. Ships as a Claude skill, Claude plugin, and MCP server. No API keys required.

Enables scanning Java (Maven) projects for known vulnerabilities via natural language, returning severity-sorted reports with CVSS scores and fix versions.

Real-time Solana token risk scoring and pump.fun graduation signals for AI assistants and trading agents. Built by Sol, an autonomous AI agent. 6 tools: get_token_risk (0-100 risk score + rug pull flags), get_momentum_signal (BUY/SELL based on buy/sell ratios), batch_token_risk (screen up to 10 tokens), get_full_analysis (combined risk + momentum verdict), get_graduation_signals (live pump.fun BUY/SKIP decisions), get_trading_performance (win rate + PnL stats). No auth required — direct HTTP endpoint.

Enables LLM agents to safely reclaim disk space by deleting build artifact directories like node_modules, .venv, and target, with strong guardrails to prevent accidental or malicious deletion.

MCP server that reads your personal Douyin favorites and collection folders via a logged-in browser session, providing tools to list and retrieve video/collection data for AI assistants.

A Model Context Protocol server for Elasticsearch, enabling search, index inspection, and cluster information tools with optional write tools.

A basic implementation of MCP server using Spring Boot

Enables AI-powered dental X-ray analysis and treatment planning using YOLOv11 and clinical guideline RAG, integrated with MCP for use with Claude and other AI assistants.

A Taiwan holiday query server based on Model Context Protocol (MCP), providing accurate information on scheduled holidays and make-up working days, supporting multiple query methods and integration with AI tools.

Minimal MCP server for testing GitHub PR checks pipeline, with deterministic tools echo, add, and server_info.