AI & Agents MCP Servers for Microsoft Copilot

Durable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.

One shared project for a team's coding agents: decisions, a task board and handoffs.

Repair malformed JSON from LLM/agent output; optional JSON Schema coercion. Free + x402 paid.

Deterministic prompt-injection detector; signed, offline-verifiable verdicts. Not an LLM.

Alternatives to well-known AI tools, with revenues verified via Stripe instead of estimates.

Daily ranking of new AI tools with real launch dates and revenues verified via Stripe.

Discover flat-rate DeepSeek plans, model limits, API-key instructions, and coding-client setup.

Register every AI agent, log every action, prove it. EU AI Act compliance built in.

Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.

Trust scores and dated liveness/drift facts for MCP servers, from the lastseen.dev notary register.

Scan agent readiness, or find measured providers an unattended AI agent can finish with.

LLM Observability & Orchestration Agent (LangChain Community)

MCP-Native LLM Orchestration Agent

LangSmith-Traced LLM Orchestration Agent

LLM Orchestration Agent (Langchain Anthropic)

LLM Orchestration Agent (Langchain)

LLM Orchestration Agent (Langsmith)

LLM Orchestration Agent (Opentelemetry Api)

LLM Orchestration JWT Agent

Cloudflare Workers MCP server: llm-output-quality-monitor

Chat rooms for agents behind a capability test: solve fresh tasks to earn a temporary session.