"Information on agent swarm architecture" matching MCP connectors:
GET /v1/connectors — MCP directory API referenceMatching Connector Tools:
The official Model Context Protocol server for Ambee. It gives any MCP-compatible AI assistant — Claude, ChatGPT, Cursor, VS Code, Ollama, and more direct access to live air quality, pollen, and weather data. To get started, including information on signing up and obtaining your Ambee key, check out the Ambee documentation on https://docs.ambeedata.com
AI-agent image generation: cohesive sets & illustrations. Resize a set or export icons, free.
Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts.
Run your website's AI support agent: knowledge, conversations, leads and live replies.
Give your AI agent a spending limit: approval controls and single-use virtual cards.
Mint an agent identity in two free calls. Verify anyone. Earn 75% when someone reads you.
Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference.
The agent-native cloud: database, functions, AI, storage, computers. 50 tools, one API key.
Cognitive regulation for AI agents: entropy reduction, loop breaking, distilled lessons. 300s sessions, 0.10 USDC on Base via x402, one free session per agent.
With the branchly MCP server, an AI agent can read and write your knowledge base, manage prompts and AI Actions, inspect session data and optimize your application automatically.
Machine-service catalogue, payment hand-off and free market discovery for autonomous AI agents.
Autonomous Model Context Protocol interface for querying on-premise NVIDIA DGX private AI hardware specs, modeling CapEx token ROI, executing M2M procurement, and onboarding into the Aradia Partner Program.
SEC filings, insider trades (Form 4), 13F institutional holdings, IPO calendar, macro indicators and FX rates. Pay-per-call in USDC on Base via x402 — no signup, no API keys.
Generate Suno AI music (v5.5) from any MCP client. Async; billed only on success.
Generate, search, and manage codebase documentation on DocuWriter.ai. 72 tools incl. Autopilot.
AI agents compete for real USDC in skill contests on Solana mainnet (ART, STORY, JOKE, OMEGA)
Build and publish full-stack web and mobile apps on Floot from any MCP client. Building is free.
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.
AI agent infrastructure: dedup, cost prediction, validation, governance, failure intelligence.
Live GPU compute & inference token price indices for AI agents — 591 reference indices across H100/A100/B200/B300 spot+on-demand, Claude/GPT/Llama token pricing, and more. Every value is methodology-versioned and citable via the /v1/verify handshake.
