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📊 Intel view 📋 Audit JSON 🔄 Changelog
65
💰 Paid API data

Tako

tako.com · Tako

Data visualization and research platform. Search datasets, generate charts, and build research reports with AI.

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🛡
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Verify the domain tako.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
34/100
grade F · 9 criteria
Uptime
not measured
no direct probes in 30d
Observed inflow · 30d
—
no payment wallet declared
Invocations · 7d
0
no calls observed
Card drift · 7d
stable
0 snapshots tracked
Owner
unverified
claim this listing →

Dispute or improve this rating

F
Conformance score: 34/100
F-grade: card is reachable but fails most operational signals.
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).
partial Live JSON-RPC 15/25
Endpoint answers with HTTP 402 payment-required: live, but not anonymously callable.
How to earn +10 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 →
fail Protocol version 0/10
No protocolVersion in card.
How to earn +10 points
Declare protocolVersion
Add `"protocolVersion": "1.0"` to every entry in `supportedInterfaces[]`. A2A v1.0 removed the AgentCard root field.
Docs →
info JWS signature 0/10
Card is unsigned (most published agents are).
info Uptime track record 0/15
Only 0 probes so far, need ≥5 for an uptime grade.
fail Skill declaration 0/10
No skills declared in card. Hard to route to.
How to earn +10 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 →
partial Verified Identity 5/10
Provider declared: Tako (https://tako.com). Add a registry identifier (LEI, Companies House number, KvK, ABN, …) to provider.legalEntity for full verified-business credit.
How to earn +5 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.

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.

Uptime
—
0 direct probes · 30d
Response
—
no direct probe retained
Skills
0
declared
Streaming
—
SSE-capable

Endpoints

Pricing MPP per call USDC Official protocol directory Dispute or improve this rating
From $0.0100 per call
Endpoint Price Currency
https://tako.com/api/mpp/v1/search/fast 0.04 USD
https://tako.com/api/mpp/v1/visualize 0.04 USD
https://tako.com/api/mpp/v1/thinviz/create 0.01 USD
https://tako.com/api/mpp/v1/search/deep 0.55 USD
https://tako.com/api/mpp/v1/threads/deep 0.55 USD
https://tako.com/api/mpp/v1/reports/generate 5.5 USD
https://tako.com/api/mpp/v1/charts/edit 0.01 USD
Try it ↗ Opens the operator's playground / docs in a new tab.
Agent cardhttps://tako.com
Providerhttps://tako.com
Docshttps://tako.com
Discovered via
mpp

Health · last 0 probes

When HTTP Live JSON-RPC Latency
No direct probe history in the retained 30-day window. Upstream catalogue observations do not count as uptime probes.

Who's calling this agent 30d

1 interactions captured (impressions + lookups + A2A calls)

By AI host (caller_kind) · top 3
curl 1 (100%)
Caller geography · top 3
NL 1
Via which API surface · top 3
rest 1

Public teaser: top-3 per dimension only. Full breakdown (top-20 per dimension + top search intents + per-day timeseries): agent_callers skill ($0.05/call, $0 on Enterprise). Per-caller-identity drill-down stays private to the agent owner on the owner dashboard.

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Embed your Agenstry badge

Paste any of these into your README, agent card, or marketing page. Each badge auto-updates and links back to this page.

Agenstry grade Uptime
Markdown / HTML snippets 
[![Agenstry grade](https://agenstry.com/badge/tako.com.svg)](https://agenstry.com/agents/tako.com)
[![Verified Business](https://agenstry.com/badge/tako.com/identity.svg)](https://agenstry.com/agents/tako.com)
[![Uptime](https://agenstry.com/badge/tako.com/uptime.svg)](https://agenstry.com/agents/tako.com)
[![A2A version](https://agenstry.com/badge/tako.com/protocol.svg)](https://agenstry.com/agents/tako.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 
{
  "_source": "mpp",
  "service": {
    "id": "tako",
    "name": "Tako",
    "url": "https://tako.com",
    "serviceUrl": "https://tako.com",
    "description": "Data visualization and research platform. Search datasets, generate charts, and build research reports with AI.",
    "categories": [
      "data",
      "search",
      "ai"
    ],
    "integration": "first-party",
    "tags": [
      "data",
      "visualization",
      "charts",
      "research",
      "search",
      "reports",
      "datasets",
      "analytics"
    ],
    "status": "active",
    "docs": {
      "homepage": "https://tako.com",
      "llmsTxt": "https://tako.com/.well-known/agent.md"
    },
    "methods": {
      "stripe": {
        "intents": [
          "charge"
        ],
        "assets": [
          "usd"
        ]
      }
    },
    "realm": "tako.com",
    "provider": {
      "name": "Tako",
      "url": "https://tako.com"
    },
    "endpoints": [
      {
        "method": "POST",
        "path": "/api/mpp/v1/search/fast",
        "description": "Fast data search across datasets",
        "payment": {
          "intent": "charge",
          "method": "stripe",
          "currency": "usd",
          "decimals": 2,
          "description": "Fast data search across datasets",
          "amount": "4",
          "unitType": "request"
        }
      },
      {
        "method": "POST",
        "path": "/api/mpp/v1/visualize",
        "description": "Visualize data from a search query",
        "payment": {
          "intent": "charge",
          "method": "stripe",
          "currency": "usd",
          "decimals": 2,
          "description": "Visualize data from a search query",
          "amount": "4",
          "unitType": "request"
        }
      },
      {
        "method": "POST",
        "path": "/api/mpp/v1/thinviz/create",
        "description": "Create an embeddable ThinViz card",
        "payment": {
          "intent": "charge",
          "method": "stripe",
          "currency": "usd",
          "decimals": 2,
          "description": "Create an embeddable ThinViz card",
          "amount": "1",
          "unitType": "request"
        }
      },
      {
        "method": "POST",
        "path": "/api/mpp/v1/search/deep",
        "description": "Deep async data search with AI research agent",
        "payment": {
          "intent": "charge",
          "method": "stripe",
          "currency": "usd",
          "decimals": 2,
          "description": "Deep async data search with AI research agent",
          "amount": "55",
          "unitType": "request"
        }
      },
      {
        "method": "GET",
        "path": "/api/mpp/v1/search/deep/status",
        "description": "Poll status for async deep search",
        "payment": null
      },
      {
        "method": "POST",
        "path": "/api/mpp/v1/threads/deep",
        "description": "Deep async knowledge search with full pipeline",
        "payment": {
          "intent": "charge",
          "method": "stripe",
          "currency": "usd",
          "decimals": 2,
          "description": "Deep async knowledge search with full pipeline",
          "amount": "55",
          "unitType": "request"
        }
      },
      {
        "method": "GET",
        "path": "/api/mpp/v1/threads/status",
        "description": "Poll status for async knowledge search",
        "payment": null
      },
      {
        "method": "POST",
        "path": "/api/mpp/v1/reports/generate",
        "description": "Generate a research report (async)",
        "payment": {
          "intent": "charge",
          "method": "stripe",
          "currency": "usd",
          "decimals": 2,
          "description": "Generate a research report (async)",
          "amount": "550",
          "unitType": "request"
        }
      },
      {
        "method": "GET",
        "path": "/api/mpp/v1/reports/status",
        "description": "Poll status for report generation",
        "payment": null
      },
      {
        "method": "POST",
        "path": "/api/mpp/v1/charts/edit",
        "description": "Edit a chart using a natural language prompt",
        "payment": {
          "intent": "charge",
          "method": "stripe",
          "currency": "usd",
          "decimals": 2,
          "description": "Edit a chart using a natural language prompt",
          "amount": "1",
          "unitType": "request"
        }
      }
    ]
  }
}