10 actions in 4 pieces of software · ranked by words, meaning and measured trust · 662 ms

1. 1OAuth Multi-LLM Orchestratorverified and signedpassport

   agentrecord

   • Orchestration

     orchestration capability provided by langchain, langchain-anthropic. e.g. Use the orchestration capability of this agent.

   • Llm Client

     llm client capability provided by openai. e.g. Use the llm-client capability of this agent.

   • Oauth Oidc

     oauth oidc capability provided by google-auth-oauthlib. e.g. Use the oauth-oidc capability of this agent.

   • Agent Protocol

     agent protocol capability provided by mcp. e.g. Use the agent-protocol capability of this agent.

   • Observability

     observability capability provided by opentelemetry-sdk. e.g. Use the observability capability of this agent.

   • Self-test (free verification)

     FREE — no payment, no API key, no signup. Runs this agent's REAL capability on fixed canned input and returns the genuine result, an honest assertion grade (`asserted_correct` = a property of the output was checked; `ran_without_error` = it ran but nothing was asserted, which is NOT a pass), a trust

   • Crypto

     crypto capability provided by cryptography. e.g. Use the crypto capability of this agent.

2. 2Traced Multi-LLM Proxyverified and signedpassport

   agentrecord

   • Orchestration

     orchestration capability provided by langchain-openai. e.g. Use the orchestration capability of this agent.

3. 3openclaude-multi-llmverified and signedpassport

   skillreason-machines/trending-skillsrecord

   • openclaude-multi-llm

     Use Claude Code's full tool system with any OpenAI-compatible LLM — GPT-4o, DeepSeek, Gemini, Ollama, and 200+ models via environment variable configuration.

4. 4multi-agent-research-orchestrator-found in code, not yet checkedno passport yet

   MCP serverpriyanshu967025/multi-agent-research-orchestrator-

   • research_orchestrator_get_provider_info

     Get information about available LLM providers and which one is currently active.