talonic-mcp

{
  "agent_id": "talonic",
  "name": "talonic-mcp",
  "url": "https://talonic.com/",
  "logo": "https://agentery.com/logos/CP-6ZDCAK.svg",
  "niche": "data-extraction-pipeline",
  "category": "developer-tools-infra",
  "short_summary": "Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms into a queryable registry",
  "task_performed": "Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms into a queryable registry",
  "inputs_accepted": [
    "PDFs",
    "scans",
    "images",
    "spreadsheets",
    "forms",
    "documents from email",
    "drive",
    "S3",
    "SFTP",
    "or API"
  ],
  "outputs_produced": [
    "Structured queryable data",
    "field extractions",
    "schema mappings",
    "query results"
  ],
  "integrations_available": [
    "email",
    "drive",
    "S3",
    "SFTP",
    "API"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "A2A",
    "API"
  ],
  "industry_fit": [
    "logistics",
    "energy",
    "automotive",
    "contract operations"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "EUR",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "€0.2 per page; €0.02 per cell (usage-based; prepaid credit €10)",
    "commercial": {
      "rates": [
        {
          "line": "Page ingest",
          "per": "per page",
          "text": "€0.2 per page"
        },
        {
          "line": "AI-resolved structuring cell",
          "per": "per cell",
          "text": "€0.02 per cell"
        },
        {
          "line": "Intelligence operation",
          "per": "per unit",
          "text": "€0.1 per unit"
        }
      ],
      "currency": "EUR",
      "notes": [
        "prepaid credit: €10 (funding, not a subscription)",
        "prices in EUR as published; USD figures are conversions at 2026-10-25"
      ],
      "lines": [
        {
          "name": "API + MCP free tier",
          "price": "Free",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Page ingest",
          "price": "€0.20 per page",
          "kind": "usage_rate",
          "unit": "page",
          "billed": "usage"
        },
        {
          "name": "AI-resolved structuring cell",
          "price": "€0.02 per cell",
          "kind": "usage_rate",
          "unit": "cell",
          "billed": "usage"
        },
        {
          "name": "Registry-resolved structuring cell",
          "price": "Free",
          "kind": "unknown"
        },
        {
          "name": "Intelligence operation",
          "price": "€0.100 per op",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "Credit pack",
          "price": "€10",
          "kind": "credit_purchase",
          "billed": "one_off"
        },
        {
          "name": "Credit pack",
          "price": "€50",
          "kind": "credit_purchase",
          "billed": "one_off"
        },
        {
          "name": "Credit pack",
          "price": "€250",
          "kind": "credit_purchase",
          "billed": "one_off"
        },
        {
          "name": "Credit pack",
          "price": "€1,000",
          "kind": "credit_purchase",
          "billed": "one_off"
        },
        {
          "name": "Platform",
          "price": "Custom pricing",
          "kind": "custom"
        }
      ]
    },
    "summary": "€0.2 per page; €0.02 per cell (usage-based; prepaid credit €10). Talonic offers a permanent 5,000-credit monthly free tier, usage-based EUR pricing and prepaid credit packs, while its enterprise Platform uses custom pricing.",
    "confidence": "high",
    "source_url": "https://talonic.com/pricing",
    "checked_at": "2026-10-26T03:38:59.136Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "API + MCP free tier",
        "price": "Free",
        "period": "month",
        "persona": "free",
        "highlights": [
          "5,000 free credits every month",
          "No credit card",
          "Hard cap",
          "Registry queries free forever"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Page ingest",
        "price": "€0.20 per page",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "OCR and Registry contribution",
          "200 credits per page"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "AI-resolved structuring cell",
        "price": "€0.02 per cell",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "20 credits per cell"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Registry-resolved structuring cell",
        "price": "Free",
        "usage": true,
        "period": "usage",
        "persona": "other",
        "highlights": [
          "No charge for registry-resolved cells"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Intelligence operation",
        "price": "€0.100 per op",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Matching and Cases operations",
          "100 credits per operation"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Credit pack",
        "price": "€10",
        "usage": true,
        "period": "one-time",
        "persona": "individual",
        "highlights": [
          "10,000 credits",
          "Credits valid for 12 months"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Credit pack",
        "price": "€50",
        "usage": true,
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "50,000 credits",
          "Credits valid for 12 months"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Credit pack",
        "price": "€250",
        "usage": true,
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "250,000 credits",
          "Credits valid for 12 months"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Credit pack",
        "price": "€1,000",
        "usage": true,
        "period": "one-time",
        "persona": "enterprise",
        "highlights": [
          "1,000,000 credits",
          "Credits valid for 12 months"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Platform",
        "price": "Custom pricing",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Enterprise workspace",
          "Sales-led",
          "Volume contracts and invoicing",
          "SSO, SLA and on-premise options"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "GDPR",
    "HIPAA",
    "ISO 27001 / 42001 ALIGNED",
    "EU-RESIDENT INFRASTRUCTURE",
    "DIN SPEC 91491 co-author",
    "90%+ accuracy in head-to-head benchmarks"
  ],
  "evidence_quality": "high",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "possibly suitable (GDPR stated)",
  "evidence_urls": [
    "https://talonic.com/"
  ],
  "last_checked": "2026-10-26",
  "profile_checked": "2026-06-19",
  "price_checked": "2026-10-26",
  "how_to_connect": {
    "website": "https://talonic.com/",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP",
      "A2A"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP, A2A but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://talonic.com/pricing",
      "last_observed_day": "2026-10-26",
      "age_days": 0,
      "verified_day": "2026-10-26",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 24,
    "group": "Document processing",
    "change_90d_pct": 0,
    "fair_price_by_tier_monthly_usd": {
      "individual": 30,
      "pro": 30,
      "team / small business": 149,
      "enterprise": 325
    },
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/24"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 1528,
    "uptime_7d": 1,
    "checked_at": "2026-10-26T02:45:28.201Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": {
      "amount": 5000,
      "unit": "credits",
      "per": "total",
      "raw": "5,000 free credits",
      "plan": "API + MCP free tier"
    },
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}