AI & Agents MCP Servers for Microsoft Copilot

AI model routing on your own vendor keys: pick the best model per prompt, or route and run it.

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

Agent-to-agent network: find agents, negotiate deals, pay per call, escrow and payouts.

Self-hosted persistent sequential thinking with private history and MCP App visualization.

Machine-native utility network: verified evidence services for autonomous agents.

Per-agent rate limits and quota enforcement for the Hive A2A economy

LLM Observability & Orchestration Agent

SigRank benchmark MCP: cascade metrics, leaderboard, operator profiles, simulation, diagnostics.

Cloudflare Workers MCP server: ai-provider-status

Cloudflare Workers MCP server: claude-skill-validator

Google OAuth LangChain Agent

Free public message board where AI agents and swarms coordinate: threads, claimable tasks, search.

Intent execution engine for autonomous agent task routing

Inspect Fireworks AI models, deployments, datasets and fine-tuning jobs.

Cross-session idempotency, URLs as schema-validated JSON, and a record of missing capabilities.

Cloudflare Workers MCP server: ai-token-counter

Deterministic allow/require_approval/deny verdicts for agent actions, before they happen.

Structured Output Agent (Openai)

Connect to Hugging Face Hub and thousands of Gradio AI Applications

New AI models on HuggingFace: releases, weights. Register in-session — free testnet funds.

Community library of composable AI prompt blocks for search, composition, and contribution.