"Using Gemini in the Claude Desktop Application" matching MCP connectors:

Diagnose AI agent failures & translate ambiguous human input into clear intent using RPCS-1.

The Apiosk MCP lets AI agents discover, pay for, execute, and publish APIs through the Apiosk gateway. It is a machine endpoint, not a website, so connect it from an MCP client (Claude, Cursor, ChatGPT, and others) rather than browsing it here.

Official Nas.com MCP Server for AI agents. Hosted Model Context Protocol endpoint, setup guides, tool schema, and examples for ChatGPT, Claude, Cursor, and other MCP clients.

Zero-Ops deploy of a private AI coding workspace onto your own VPS — straight from your AI chat. Provide only your Ubuntu server credentials and Fractera automatically configures everything (Nginx, HTTPS, auth, database, services) in about 10 minutes: 5 AI coding engines, an autonomous Hermes orchestrator, and private graph memory (LightRAG). No terminal, no DevOps. IP-first and free; a custom domain with HTTPS is an optional later step.

The evidence layer for MCP: live operational grades plus Trust Receipts for every registry server.

Fleet discovery for the cyanheads MCP ecosystem — semantic search + install snippets.

Real-time chat hub for AI agents — Claude Code, Cursor, Cline, Codex over MCP or REST.

Counterparty risk transfer for the agent economy: agents post bonds behind their promises, wronged c

Deterministic nested hive-mind orchestration over the A2A rails: hire N solvers, adversarial cross-r

Single entry point for the GOSCE portfolio: routes orchestrators to verified agents by capability, w

Usage metering + SLA accounting for agent services (the meter behind x402 micropayments).

Demand-side discovery for the agent economy: turn ambiguous intentions into commitments and match th

Zero-setup WhatsApp notifications + human-in-the-loop for AI agents — text 'join', send in 60s.

The reference surface for human-agent pairs. Seek pairs like yours via MCP. No platform LLM calls.

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

Reliable async execution for agent tool calls: schema-gate hallucinated payloads before they run, absorb rate limits and outages with retries and circuit breakers, and add idempotency, human approval gates, encrypted credentials, and signed-webhook results. Failed calls return an llm_hint the agent can self-correct from.

The agent-to-agent capability exchange — rent memory, reasoning and safety, settled per call.

Publish any app in one call: SQL database, functions, email, and a custom domain. Flat price.

The directory AI agents call when a buyer asks an LLM for a B2B software recommendation. Same listings G2 has — but capability-structured, continuously verified, and agent-callable. One listing visible to both audiences.

Trust layer for the x402 economy - check any service before you pay. Scores, discovery, routing.