fr8labs.co valid
Fr8Labs
The AI agent-ready freight management system (FMS) for freight forwarders — FMS, CRM, integrated accounting, customer portals and AI built in, plus an MCP server that connects ChatGPT and Claude to your freight data. Built in Southeast Asia.
- Authority
- 46 reach 5 · trust 5 · quality 21 · freshness 15
- Tier
- listed
- llms.txt
- https://fr8labs.co/llms.txt
- Sections
- 5
- Links
- 35
- Size
- 8389 bytes
- Popularity rank
- #947686
- Country
- — Publisher location unknown; CDN address excluded
- Country evidence
- No published address evidence collected yet
- Categories
- AI and machine learning · Marketing
- For agents
- Interface: a documented API or declared MCP endpoint an agent can call
- First seen
- 2026-10-25T16:45:41.109Z
- Last checked
- 2026-10-25T19:19:24.792Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T19:19:20.786Z. Cached copy · Source on fr8labs.co
# Fr8Labs
> The AI agent-ready freight management system (FMS) for freight forwarders — FMS, CRM, integrated accounting, customer portals and AI built in, plus an MCP server that connects ChatGPT and Claude to your freight data. Built in Southeast Asia.
## Key pages
- [Homepage](https://fr8labs.co/): Product overview, pillars, platform narrative
- [Who we serve](https://fr8labs.co/who-we-serve): By company size, role, and local-market fit
- [Why Fr8Labs](https://fr8labs.co/why-fr8labs): Partnership model, ICP criteria
- [Fr8Labs AI Team](https://fr8labs.co/ai): An AI copilot for every teammate and your own AI Console to run them (available today), AI employees that own one defined job (private beta), built-in AI for documents, tracking, analytics and status chasing, and ChatGPT/Claude connections via MCP; copilot and built-in AI changes are approved by a person, while AI employees are built to run routines on their own and bring exceptions to a person
- [Fr8Labs MCP server](https://fr8labs.co/mcp): Remote MCP server for freight forwarders — connect ChatGPT or Claude (OAuth) to Analytics (ask, dashboards, scheduled reports), Actions (jobs, quotes, invoices, confirmed by a person before saving) and Notifications; Accounting in early access; company-scoped, admin-controlled
- [Philosophy](https://fr8labs.co/philosophy): Stable Core, AI Adaptive Edge — architecture philosophy
- [Local fit](https://fr8labs.co/local-fit): Per-country compliance and integrations
- [Pricing](https://fr8labs.co/pricing): Per-user base fee for the core platform, modules as add-ons
- [Book a demo](https://fr8labs.co/demo): Demo booking for freight forwarders
## Solutions
- [All solutions](https://fr8labs.co/solutions): 11 modules across three pillars — Operate, Engage, Automate
- [Freight Management System](https://fr8labs.co/solutions/fms): Quote to invoice in one chain — ocean, air, job costing, 20+ native documents, per-job P&L
- [CRM](https://fr8labs.co/solutions/crm): Freight-native sales pipeline connected to live shipment data
- [Accounting](https://fr8labs.co/solutions/accounting): Integrated double-entry accounting — charge-to-GL defaults, multi-currency, SOA, month-end controls
- [AI Autofill](https://fr8labs.co/solutions/ai-autofill): Stop re-keying bills of lading — AI reads BLs, air waybills, arrival notices, booking confirmations, manifests and vendor invoices in seconds and fills the job; a person approves before anything is saved, and vendor invoices arrive as drafts
- [AI Companion](https://fr8labs.co/solutions/ai-companion): Track containers and air cargo across 410+ shipping lines and airlines without EDI or carrier contracts — AI reads carrier websites and self-heals when they change; Fr8bot Chrome extension reads carrier portals
- [AI Analytics](https://fr8labs.co/solutions/ai-analytics): Build freight dashboards by asking in plain English — top consignees, margin by lane, on-time % — with the built-in AI editor or your own AI (ChatGPT/Claude) conn
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| gofrantic.com | Frantic | interface AI and machine learning AI agents and MCP | — | 61 | ✓ | ||
| agentwebmap.com | Agent Web Map | interface AI and machine learning AI agents and MCP +1 | FR | 60 | ✓ | ✓ | |
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| adobe.com | Adobe Tools | transactional AI and machine learning Productivity +1 | FR | 75 | ✓ | ||
| intel.com | Intel Corporation | documentation Industry and manufacturing Consumer electronics +1 | US | 74 | ✓ | ✓ | |
| opera.com | The Opera browser overview | documentation Infrastructure AI and machine learning +2 | NL | 74 | ✓ | ||
| taboola.com | Taboola.com | documentation AI and machine learning Marketing | — | 74 | ✓ | ✓ |
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