Elicitation-Destination Verdict
Working · 100 mscom.textforagents/elicitation-destination-verdict1 tool
Grade MCP elicitation destinations against the approved set before consent.
Models, memory and agent tooling. Ranked by whether they actually work: we connect to each one and publish what happens.
4,735 servers in AI & Agents
Grade MCP elicitation destinations against the approved set before consent.
MCP-Native LLM Orchestration Agent
Sealed family budget mandates + agent-uneditable fixture ledger (local/simulator); fixture spends.
Fail-closed agentic OS MCP: agents as processes with cost, governance, observability, skills.
Inspect OpenAPI 3.0 specs and synthesize schema-compliant Model Context Protocol tool declarations w
Auto-wire newly-shipped skills into owner-agent SOUL.md by reading `owner_agent:` frontmatter and...
Recovery loop for agent tool catalogs: measured confusion, ranked fixes, signed recovery receipts.
Structured Output Agent (Openai)
Eval-expiry clock over fixture Benchkit scorecards + fixture drift evidence; local stdio MCP only.
Needs registry for public goods (MCP + x402): discover, fund, claim, complete with provenance.
Hallucination validator and factual grounding checker for LLM outputs.
Full jitter exponential backoff retry scheduling and half-open circuit breaker for LLM APIs
Gemini 3 Online is an online chat interface that lets users interact with the Gemini 3 model for
Append-only telemetry helpers — track_start and track_end
Census and digest-verify a remote MCP server's loadable skills per host persona.
LLM Orchestration Agent (Mcp)
Prompt seal chain + Herald approval binding + incident traceability over fixture prompts only.
Autonomous MCP Agent OS: multi-graph memory, Tasks, Skills, A2A, attestation, OpenTelemetry.
Anthropic Claude Messages API MCP server — chat, vision, web search, extended thinking
Centralized API gateway routing to MCP servers with per-call billing
Safety execution proxy protecting clients during tool calls.
Adaptive multi-tier TPM/RPM rate limiter with smooth leaky bucket queuing and burst wait estimation
Walks every skill directory in skills/ and ~/.openclaw/skills/, validates each has SOUL.md (voice...
Out-of-band elicitation answers for unsupported clients. Form $0.25, URL $0.50.
Authenticated LLM MCP Agent
Per-fact retrieval receipts over fixture source stores; not source truth, not answer faithfulness.
LLM query cost optimizer minimizing context waste.
Voice pipeline timestamp telemetry profiler and percentile latency calculator
Hourly publish of an operational ticker — last 24h commits, voice-gate pass/fail counts, P-gate c...
Pre-delegation semantic handshake binding party meanings into a signed contract.