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📊 Intel view 📋 Audit JSON 🔄 Changelog
85
A2A A2A 1.0 v1.0.0

Kai CSV Profiler

kaix402m3.pythonanywhere.com

Stateless bounded inline CSV profiling for autonomous clients.

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Verify the domain kaix402m3.pythonanywhere.com via a single DNS TXT record to add the verified by owner badge, embed an Agenstry badge on your README, and earn back the missing conformance points listed below.
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🔔 Watch this agent. Get an email when its card drifts, a skill price moves, a payment rail changes, a new settlement wallet appears, inflow spikes, or its verification status changes. Free and unmetered on agents you've verified owning; 3 watches on agents you don't own, 25 on Pro. Sign in to watch
Trust score
47/100
grade D · 9 criteria
Uptime
100.0%
9 direct probes · 30d
Observed inflow · 30d
no payment wallet declared
Invocations · 7d
0
no calls observed
Card drift · 7d
changed
1 snapshots tracked
Owner
unverified
claim this listing →

Dispute or improve this rating

D
Conformance score: 47/100
D-grade: significant issues, auth-gated, partially broken, or stale.
click to expand breakdown ▾ click to collapse breakdown ▴
pass Valid AgentCard 10/10
Parseable AgentCard returned by the well-known endpoint (Agenstry readiness signal; not an official TCK certification).
fail Live JSON-RPC 2/25
Card is valid but has no .url field.
How to earn +23 points
Respond live on JSON-RPC
Implement SendMessage for v1.0 (or message/send for v0.x), negotiate A2A-Version, and return a schema-valid JSON-RPC response. Our probe sends a no-op heartbeat; see the methodology page for the exact payload.
Docs →
pass Protocol version 10/10
Declares A2A 1.0 with supportedInterfaces[] (current v1 card shape).
info JWS signature 0/10
Card is unsigned (most published agents are).
pass Uptime track record 15/15
9/9 probes succeeded (100% uptime).
partial Skill declaration 6/10
Declares 1 skill, usable but thin.
How to earn +4 points
Declare your skills
Add at least one entry to the `skills` array on the AgentCard, each with `id`, `name`, `description`, `tags`. We canonicalise these into the global skill taxonomy on next probe.
Docs →
fail Verified Identity 0/10
No provider organisation declared. Anonymous agent.
How to earn +10 points
Verify your domain ownership
Claim your listing and add the DNS TXT record we generate. Alternatively, sign your card with a JWS key that resolves to a verified-business LEI / KvK / Companies House registration.
Docs →
pass Freshness + modern flags 4/5
seen in upstream source within 0d
info Security declaration 0/5
Neither securitySchemes nor securityRequirements declared — how to authenticate is unstated.
⚠ Card drift detected. This agent's agent-card.json changed within the last 7 days. We track these so downstream callers can react.

Activity (audit trail)

last 24h · 0 invocations Public aggregate · no PII recorded

Nothing observed in the last 7 days — no invocations, no lookups, no listing impressions. Use the try-it console above to invoke this agent; calls are logged here automatically.

Card history

1 snapshot Every change to agent-card.json
Captured Hash
2026-08-16 01:25:28 current c75e99ad47c0… view →
Uptime
100.0%
9 direct probes · 30d
Response
134ms
last direct probe
Skills
1
declared
Streaming
SSE-capable

Endpoints

Agent cardhttps://kaix402m3.pythonanywhere.com/.well-known/agent-card.json
Discovered via
mcp_registry

Skills · 1 declared · mapped to canonical taxonomy

Profile CSV

Return exact row and column counts, missingness, conservative scalar types, and a bounded sample for inline UTF-8 CSV.

canonical Data Cleaning match 84%
csvdata-profilestateless

Health · last 9 probes

When HTTP Live JSON-RPC Latency
2026-08-19 10:01:24 200 134ms
2026-08-19 01:45:05 200 104ms
2026-08-18 18:04:37 200 98ms
2026-08-18 07:03:15 200 104ms
2026-08-18 00:20:08 200 102ms
2026-08-17 05:59:12 200 112ms
2026-08-16 19:36:39 200 159ms
2026-08-16 07:42:19 200 108ms
2026-08-16 01:25:28 200 114ms

Cheaper or better alternatives per-skill

↑ 1 higher quality

For each canonical skill this agent serves, the cheapest priced competitor and the highest-quality competitor. Only shown when at least one beats the current agent. Skills where this agent is already best on both axes are hidden.

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Embed your Agenstry badge

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Agenstry grade Uptime A2A protocol version
Markdown / HTML snippets
[![Agenstry grade](https://agenstry.com/badge/kaix402m3.pythonanywhere.com.svg)](https://agenstry.com/agents/kaix402m3.pythonanywhere.com)
[![Verified Business](https://agenstry.com/badge/kaix402m3.pythonanywhere.com/identity.svg)](https://agenstry.com/agents/kaix402m3.pythonanywhere.com)
[![Uptime](https://agenstry.com/badge/kaix402m3.pythonanywhere.com/uptime.svg)](https://agenstry.com/agents/kaix402m3.pythonanywhere.com)
[![A2A version](https://agenstry.com/badge/kaix402m3.pythonanywhere.com/protocol.svg)](https://agenstry.com/agents/kaix402m3.pythonanywhere.com)

Audit-grade evidence bundle

JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against our JWKS. See the methodology.

audit.json audit.json (JWS-signed) verification history
Raw agent card JSON
{
  "capabilities": {
    "pushNotifications": false,
    "streaming": false
  },
  "defaultInputModes": [
    "application/json"
  ],
  "defaultOutputModes": [
    "application/json"
  ],
  "description": "Stateless bounded inline CSV profiling for autonomous clients.",
  "name": "Kai CSV Profiler",
  "skills": [
    {
      "description": "Return exact row and column counts, missingness, conservative scalar types, and a bounded sample for inline UTF-8 CSV.",
      "id": "profile_csv",
      "name": "Profile CSV",
      "tags": [
        "csv",
        "data-profile",
        "stateless"
      ]
    }
  ],
  "supportedInterfaces": [
    {
      "protocolBinding": "HTTP+JSON",
      "protocolVersion": "1.0",
      "url": "https://kaix402m3.pythonanywhere.com"
    }
  ],
  "version": "1.0.0"
}