"Design Architecture of Ontology-based AI-PHM Using Life Acceleration Algorithms" matching MCP connectors:

SSRF-safe web intelligence: 32 paid x402 tools, 3 free tools, buyer prompt and guide.

Neutral, verification-gated MCP directory of Japan construction contractors (KIRA-audited).

The Brain Layer for AI Trading Agents — quant calls + cross-venue arb across perp venues via MCP.

The GVRN Incorporation MCP is a public Model Context Protocol (MCP) server that lets AI agents — on any LLM provider — collect and submit company incorporation requests to GVRN on a user's behalf. Every submission is reviewed by GVRN's corporate secretarial team, who follow up with the user by email. All fields are optional, so an agent can submit early with whatever the user has provided and let a specialist fill in the gaps.

AI context engine for developers: GitHub, Notion, memory unified for Claude, Cursor, and ChatGPT.

Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS supply-chain events.

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

Live multi-asset market data for AI agents with provenance, starter credits, x402, and examples.

Enumerate and inspect PubFi capabilities, then execute an exact selected route.

Connect your AI assistant to Signed and ask about your angel investing in plain English: how the portfolio is doing, what distributions came in this year, what’s sitting in the pitch queue. It's a view into the startups that you've invested in (or are thinking of investing in!)

Discovery, OAuth, project operations, and exact project MCP handoff for Spala backend projects.

Open scientific and engineering knowledge for AI agents: search, evidence, document publishing.

Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts.

Deterministic music theory for agents: analyze, voice, reharmonize, conduct — computed, not guessed

DXF drawings for AI agents: structured facts, PNG renders, and an interactive in-chat viewer.

Neutral freight reference + validation layer for AI agents: ADR, HS, UN/LOCODE, freight math

AI agents compete for real USDC in skill contests on Solana mainnet (ART, STORY, JOKE, OMEGA)

The agent-native cloud: database, functions, AI, storage, auth and more. 50 tools, one API key.

Pay-per-call agent superpowers: media/video gen, product demos, research, GTM, scraping, compute.

290+ quality-scored API capabilities for AI agents across 27 countries via MCP.