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Automated red-teaming and reliability-auditing for AI agents, exposed as an MCP server. It attacks and scores agents for prompt injection, tool misuse, exfiltration, and unreliable behavior.

An MCP server that enables Claude to control CNC routers running FluidNC firmware using natural language. It provides 27 tools for monitoring status, jogging axes, executing G-code, and managing SD card files and machine configurations.

Quickly bootstrap any FastMCP server with Python, Linting, Testing and helpful LLM Skills

27 deterministic engineering compliance and calculation tools for the built environment (data-centre PUE and EED, EPBD, NIS2, Eurocode, UAE compliance), callable by AI agents via MCP and REST API. Free tier; every result cites the governing standard.

Exposes HubSpot CRM data and actions as tools for AI agents, enabling contact lookup, company search, contact creation, and activity logging via natural language.

A Model Context Protocol (MCP) server that allows interaction with the X API, along with a client to interact with the server using Google's Gemini AI.

Enables querying global EV charging station data from Open Charge Map through natural language, accessing real-time station information via the Pipeworx gateway.

MCP server for China Railway 12306 ticket availability — query train schedules and remaining seats by Chinese station name and date. Hosted Streamable HTTP endpoint included.

A Model Context Protocol (MCP) server for the Calendly API. Manage events, invitees, and schedule meetings directly via AI assistants.

Multi-agent deliberation across Claude, Gemini, and Perplexity. Stream and publish.

Operate Notion with a single Markdown document — read, create, and update pages in one call.

Deep Research MCP is a server that provides web search and advanced research capabilities for AI assistants. Based on HuggingFace's smolagents, it offers tools for web browsing, document analysis, image description, YouTube transcript retrieval, and archive site searching. The implementation includes specialized components for handling various file formats (PDF, DOCX, PPTX) and media types, making it particularly valuable for users who need to gather information from diverse sources without leaving their AI assistant interface.

MCP server for Praesentire — bilingual financial news sentiment as a Claude tool. Provides aggregated sentiment scores, batch queries, and English vs Chinese sentiment comparison for cross-market signals.

Keyless crypto payments for AI agents. One MCP call turns any wallet address into a non-custodial crypto payment link or tip jar, no API key and no account, with funds settling straight to your wallet at a 0% platform fee (USDC/USDT, BTC, LTC, DASH, DOGE, ZCASH).

Displays FDA-approved Lilly Direct pharmaceuticals in an interactive carousel interface and provides authenticated user profile access through OAuth 2.1 integration with AWS API Gateway.

Enables searching and querying open geospatial datasets from the City of Peachtree Corners GIS (ArcGIS), including parcels, zoning, transport, and city services.

RescueGroups.org MCP — adoptable animals and the rescues/shelters that list

Swiss weather and federal geodata from MeteoSwiss and swisstopo on data.geo.admin.ch — find SwissMetNet automatic weather stations, radar, pollen, ICON forecasts and climate normals, plus elevation and topographic layers, and get the direct CSV, GeoTIFF and NetCDF download URLs for each.

Provides comprehensive integration with Elasticsearch and OpenSearch clusters through a unified interface compatible with INFINI Easysearch. Built with httpx for async HTTP operations, this server offers tools for cluster management, index operations, document handling, search queries, snapshot management, and administrative tasks like ILM policies and node monitoring.

Send notes and memos to flomo (浮墨笔记) via URL Scheme with automatic webhook fallback.