AI & Agents MCP servers

Per-server MCP sampling allowance, scope clamp and pre-connect verdict.

Authenticated MCP Agent

Real MCP handshake witness graded per-client, signed expiring receipt.

Authenticated MCP Traced Agent

Signed verdict receipts recovering a fleet's gatekeeper category, plus appeal packets.

LLM Orchestration JWT Agent

Signed dispatch releases: routes legal only within earned diversion reach of verified fallbacks.

LLM Orchestration Agent

Standing minted only from signed settlement receipts, never reviews. Verdicts: ACCEPT to DECLINE.

Authenticated LLM JWT Agent

Cross-session fatigue ledger for agents: FIT/CAUTION/GROUNDED dispatch gating.

Traced Structured Output Agent (Groq)

Grade MCP elicitation destinations against the approved set before consent.

Structured Output Agent (Openai)

Recovery loop for agent tool catalogs: measured confusion, ranked fixes, signed recovery receipts.

LLM Orchestration Agent (Mcp)

Census and digest-verify a remote MCP server's loadable skills per host persona.

LLM Orchestration Agent (Openai)

Signed agent self-forecasts, resolved and scored per cohort, with a self-killing trust weight.

Authenticated LLM MCP Agent

Out-of-band elicitation answers for unsupported clients. Form $0.25, URL $0.50.

LLM Orchestration Agent (Langgraph)

Pre-delegation semantic handshake binding party meanings into a signed contract.

LLM Orchestration Agent (Langsmith)

Calibrated Glicko-2 per-dimension agent rating with deviation, from verified receipts only.

Authenticated MCP Agent (Openai)

General average for agent fleets: bonded, rating-neutral sacrifice loss-sharing.

LLM Orchestration Observability Agent