"Box" matching MCP servers:

Enables Large Language Models to securely interact with Box cloud storage, including file upload, retrieval, search, and AI-powered analysis, without storing files locally.

Runtime constitutional verification for AI answers — claim extraction with reasoning chains, Epistemic Confidence Score (ECS), 7-angle Glassbox Court red team, constitution compilation, Trust Card assembly, and deterministic SHA-256 audit logs.

Enables MCP clients to run 600+ generative AI models from fal.ai, including image, video, audio, and text, with tools for synchronous and asynchronous execution, model catalog browsing, and schema inspection.

AI Bill of Materials compliance tracking and SBOM generation for AI/ML systems

MCP server for analyzing successful trading bots on Polymarket, enabling discovery of top traders, AI-powered strategy classification, and bot detection.

Glass-box statistical analysis for time series and business data: 19 research-grade methods, cited findings, and measured detector false-fire rates shipped as a calibration corpus. Agents cite real math instead of inventing it.

Enables MCP clients like Claude Code and Cursor to use multiple AI models (Gemini, GPT, Grok, DeepSeek, Kimi, Ollama) via a unified chat tool with conversation memory.

Enables AI agents to manage Grok Bots through MCP: create, list, search, and delete bots, send and receive messages, read conversation transcripts, search message history, and check usage.

A-share realtime stock data MCP server: NATS-pushed quotes, Level-2, DDX large orders, fund flows, and AI stock screening for Shanghai/Shenzhen/Beijing markets. 176 server-side endpoints with 22 open tools that work out of the box via a free public test account (pandastock / pandastock).

Self-hosted MCP server exposing a brain's tool registry (vault search, vault access, and connector tools) to MCP clients like Claude Code, scoped to the box owner.

An MCP server integrating Google Gemini LLM for intelligent customer service, providing chat, analytics, and tools for customer data interaction.

Enables AI agents to ask bol.com's Shophulp shopping assistant product questions in any language, returning assistant text plus structured product recommendations with prices, sellers, ratings, and images. An optional widget mode renders grouped recommendation carousels as an MCP Apps view.

Provides AI-powered subsurface scan analysis and plain-English bid drafting tools, helping certified technicians assess hazards and trades build estimates.

The most complete AI-powered trading toolkit for Claude and MCP clients, offering backtesting, live sentiment, Yahoo Finance, and 30+ technical analysis tools in one MCP server.

A small MCP server that turns a shared Ollama box into a team resource for Claude Code, providing typed tools and delegated read-only repo exploration using local models.

Enables founders to evaluate and purchase a managed AI operator running on a dedicated Mac mini, with tools to retrieve offer details and queue status.

Enables IBM Bob to directly invoke semiconductor fab analytics tools via MCP, including lot analysis, root-cause findings, batch risk prediction, and copilot queries grounded in statistical process control and domain evidence.

Automated MCP server that listens for Hugging Face discussion comments, extracts ML tags, and creates pull requests to update model metadata.

Enables utility operators to forecast transformer oil temperature, assess synthetic outage risk, rank impacted assets, and generate maintenance plans through IBM Bob MCP tools.

Enables OCR on images and PDFs, including full-page OCR, region OCR by description or bounding box, and caching with summary capabilities.