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Ainfera

The Inference of AI Agents. Agent-native inference routing for production AI agents.

Ainfera Routing — constrained optimization across 50+ models. One Agent Card across providers. Every call cryptographically audited.

pip install ainfera

Repos

Repo What
routing Methodology, policy templates, production E2E
sdk Python + TypeScript SDK — pip install ainfera
specs Open specs (CC-BY 4.0) — Ontology, ATS, AAMC, Annex IV, A2A
verify Offline AuditChain verifier — pip install ainfera-verify
research Open science surface — benchmark harness, learner, preprints
mcp-server MCP tool surface — mcp.ainfera.ai
web Marketing site source — ainfera.ai

Platform service runs at api.ainfera.ai.

Drop-in examples

Pool Repo What
Hermes ainfera-hermes hermes-agent + Ainfera in 2 env vars
OpenClaw ainfera-openclaw OpenClaw / NemoClaw inference backend in 2 config lines
OpenAI-compatible ainfera-openai-compatible Any OpenAI SDK · 2-env-var swap
LangChain ainfera-langchain LangChain agent · drop-in chat model
LangGraph ainfera-langgraph Orchestration graphs · signed audit per node
LlamaIndex ainfera-llamaindex RAG agents on OpenAI-compat inference
CrewAI ainfera-crewai CrewAI flow · per-agent signed identity
Letta ainfera-letta Stateful agents · signed audit per turn
Google ADK ainfera-google-adk Google Agent Developer Kit · auditable inference
Pydantic AI ainfera-pydantic Typed agents through the gateway
MS Agent Framework ainfera-microsoft-agent-framework Microsoft Agent Framework · 2 env vars
MCP ainfera-mcp MCP client → mcp.ainfera.ai tools

Standards composed

JWS RFC 7515 · did:web · x402 Foundation (LF) · NIST AI Agent Standards · EU AI Act Annex IV · Mastercard Verifiable Intent · Open Agent Identity (OAI)

License

Code: Apache 2.0 · Specs: CC-BY 4.0

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  1. sdk sdk Public

    Agent-native inference routing by Ainfera. Python SDK — signed AgentCards, routed inference, audit chain.

    Python

  2. mcp-server mcp-server Public

    Legacy Ainfera MCP proxy on mcp.ainfera.ai (Railway) — retiring, superseded by the Valinor gateway (valinor-gateway). The customer MCP adapter is ainfera-mcp.

    Python

  3. verify verify Public

    Offline audit chain verifier for Ainfera Routing. Trust no one — verify yourself.

    Python

  4. specs specs Public

    Open methodology for Ainfera's outcome-aware inference routing — routing methodology, API contracts, and synthetic benchmark harness (CC-BY 4.0).

    Python

Repositories

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