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Verifies AI agent completion claims by checking that claimed output files exist and are fresh, acting as a lightweight physical telemetry gate.

MCP server for BabelWrap — give AI agents web browsing superpowers via the Model Context Protocol.

MetaTrader 5 from the shell — talk to your trading account via Claude / any MCP-capable AI. Live trading, history, stats, safety-first writes (dry-run + hash-confirm).

ThreatFox MCP — abuse.ch indicator-of-compromise feed (free, key required)

A Model Context Protocol server that provides an interface for AI models to interact with Google Docs, enabling reading, creating, updating, and searching Google Documents.

Typescript library for integrating Adyen APIs via an MCP server

Provides AI-powered image analysis capabilities including captioning, visual question answering, object detection, and coordinate pointing for both local files and remote URLs through the Moondream vision language model.

An MCP server that enables Claude and other AI assistants to interact with NEAR Protocol wallets and blockchain data.

Built by Yusuke Nakada using Deno and TypeScript, this server provides direct access to the complete Godot game engine documentation through three core tools: search across all documentation for classes, tutorials, and guides; retrieve full content from specific documentation pages; and get detailed information about specific Godot classes. It fetches content directly from docs.godotengine.org, processes HTML using Mozilla's Readability library, and converts it to clean Markdown format for easy consumption. The implementation is particularly valuable for game developers working with Godot who need quick access to API references, class documentation, and tutorials without leaving their development workflow.

This server enables reading and writing Collibra assets, attributes, and relations via the Collibra Core REST API, allowing detailed metadata management for Power BI report assets.

Bridges HowRisky's proprietary financial risk analysis API to provide Monte Carlo simulations with fat-tail modeling. Offers 8 specialized tools including CVaR/VaR calculations, ruin probability analysis, multi-portfolio comparisons, and text-to-portfolio conversion. Uses proprietary KDE algorithms to model fat-tail distributions for more accurate crash risk assessment. Supports tax-aware calculations across 15+ countries for portfolio analysis, startup equity valuation, real estate investment analysis, and Kelly criterion betting strategies.

Lob MCP — US address verification, bulk verification, and autocompletion

Provides access to Jina AI's web services including webpage content extraction, web search, and fact-checking capabilities optimized for LLM consumption.

DMARC analytics for AI assistants: SPF/DKIM, compliance, anomalies, p=reject readiness, onboarding.

MCP server for ABB RobotStudio and robot controllers, exposing 55 tools via SDK and RWS transports for simulation, programming, and monitoring.

A local MCP server for Canvas LMS that enables querying courses, assignments, grades, modules, and more from any MCP-compatible AI client.

A unified MCP server that mounts multiple MCP servers using an mcp.json configuration file, providing a single HTTP endpoint to access all mounted tools with automatic tool prefixing.

Enables LLM applications to query Google Analytics 4 data through standard MCP interfaces, supporting real-time data, custom reports, and metadata discovery.

An MCP server for Azure Data Explorer (Kusto) that enables AI assistants to interact with Kusto clusters through the Azure SDK for Go. It provides tools for listing databases, tables, retrieving table schemas, and executing KQL queries against Azure Data Explorer databases. The implementation uses DefaultAzureCredential for authentication, making it secure and simple to use with local developer credentials or service principals. Ideal for data analysts and engineers who want to leverage AI assistants for exploring and analyzing data in Azure Data Explorer clusters.

MCP server for the Solid protocol enabling AI models to read, write, search, and manage resources in Solid pods.