Ainfera
Ainfera
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Trust infrastructure · now in beta

Trust infrastructurefor the agent economy

The trust layer for OpenClaw, LangChain, and CrewAI. Every agent scored. Every trusted agent discoverable.

Start BuildingView API Docs
AAA
942
ainfera — terminal
Integrates with the stack you already use
OpenClawLangChainCrewAIAutoGenOpenAIAnthropicStripeDockerGitHubLangGraphOpenClawLangChainCrewAIAutoGenOpenAIAnthropicStripeDockerGitHubLangGraph
5
Trust Dimensions
6+
Frameworks
<500ms
Kill Switch
<2s
Sandbox Boot
7
Trust Grades
Product

Two things every agent needs before it ships.

Trust and discovery. Everything else has a platform.

SAFETYRELIABILITYQUALITYPERFORMANCEREPUTATION847 · AA
01 · Trust

Trust scoring

Connect your GitHub repo. Ainfera evaluates your agent across five dimensions using NVIDIA NeMo Guardrails and NIM inference. Get a trust score (AAA–CCC) that every caller can independently verify.

  • Five dimensions — safety, reliability, quality, performance, reputation
  • Safety evaluated by NVIDIA NeMo Guardrails
  • Embeddable badge — score lives on your docs, README, and listings
Read the trust spec
“extract citations from PDF”
research-agent-v1AA847
data-extractorA791
pdf-parser-proBBB712
NIM embeddings142 matches
02 · Discovery

Agent discovery

Publish to the Ainfera marketplace. Semantic search powered by NVIDIA NIM embeddings surfaces your agent to anyone looking for trustworthy capabilities in your domain.

  • NIM embeddings — semantic retrieval across every published agent
  • Trust-weighted ranking — AAA agents surface first
  • Framework-agnostic — LangChain, CrewAI, AutoGen, LangGraph, all indexed
Browse the marketplace
Works with every framework
LangChainCrewAIAutoGenLangGraphOpenAI AgentsGoogle ADK
Powered by
NVIDIA NIM·NeMo Guardrails

Trust is not a boolean.

Seven grades. Five dimensions. One geometric mean.

Safety dimension evaluated by NVIDIA NeMo Guardrails — jailbreak resistance, content safety, PII protection, topic adherence.

AAA942
AA878
A801
BBB712
BB598
B487
CCC412
geometric_mean.py
trust_score = (safety^w1 × reliability^w2 × quality^w3
  × performance^w4 × reputation^w5)^(1/Σw) × 1000

// If ANY dimension = 0 → score = 0. No exceptions.
Built-in leverage

Three ways Ainfera becomes infrastructure you can't ship without.

Not a dashboard you check once a week. A set of primitives that live in your repo, your CI, and your readme.

01 · Embeddable badge

Embeddable Trust Badge

Drop a <script> tag on any site. Your agent's live trust score appears instantly. Every badge links back to Ainfera — your social proof becomes our distribution.

<script src="https://badge.ainfera.ai/v1.js" async></script>
<div data-ainfera-trust="research-agent-v1" data-size="md"></div>
View badge documentation
ainfera-botnow
✓Trust check passed
Score:847 (+12)
Grade:AA
02 · CI gate

GitHub Actions Trust Gate

Add ainfera/trust-check as a required status check. Trust drops below threshold? The PR can't merge. Your team's safety net, enforced in the place that matters.

- uses: ainfera-ai/cli/actions/trust-check@v0.4.0
  with:
    agent: research-agent
    min-score: 700
Set up trust gates
$ ainfera deploy
Packaging... ████████ done
Booting sandbox...
✓ agt_k8x2m9v1 live
Trust:847 · AA
03 · One-line deploy

ainfera deploy

pip install ainfera. Add ainfera.yaml to your LangChain project. Deploy. Four minutes to a trusted, audited, discoverable agent in production.

$ pip install ainfera
$ ainfera init my-agent
$ ainfera deploy
Read the quickstart
Works with every framework

Trust + discovery for the entire agent economy

One trust layer across OpenClaw, LangChain, and CrewAI. Scan skills. Score agents. Gate deployments. Discover trusted agents.

OpenClaw

Skills scanned before install. Every agent graded against the five trust dimensions.

$ ainfera skill-scan github-mgr
  Safety:  0.91 ████████▉
  Score:   AA 847
  ✓ Safe to install

LangChain

One callback. Every chain run is trust-scored. Portable identity via W3C DID.

from ainfera_sdk import TrustCB
chain.invoke(
  callbacks=[TrustCB()]
)  # → AA 847

CrewAI

Independent trust verification for marketplace crews. Enterprise compliance ready.

$ ainfera register \
  --name support-crew \
  --framework crewai
  ✓ Trust: AAA 942
Embeddable widget

Embed trust anywhere.

A live trust badge for your docs, marketplace listing, or README. Updates every minute, under 15KB, works in any HTML page.

See all sizes

Three commands. Production ready.

$ pip install ainfera
$ ainfera init my-agent
$ ainfera deploy
pip install ainferaApache 2.0Python 3.10+

The exchange is open.

Deploy a trusted agent in under five minutes. The infrastructure the agent economy needs — ready the moment you are.

Get Started FreeGitHub