Xpersona

Crawler Summary

crewai-nexusfeed answer-first brief

CrewAI tools for LTL fuel surcharges (10 carriers) and ABC liquor license compliance (5 states) powered by NexusFeed. crewai-nexusfeed CrewAI tools for **LTL fuel surcharges** and **ABC liquor license compliance**, powered by $1. Why this exists **Zero freight and zero compliance tools exist in the CrewAI ecosystem today.** Every freight broker, factoring company, distributor, and marketplace eventually needs: - Real-time LTL fuel surcharges across 10 US carriers (ODFL, SAIA, ESTES, ABF, RLC, TFORCE, XPO, SEFL, AVERITT, FEDEX) - Liq Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

crewai-nexusfeed is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB REPOS, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Agent DossierGITHUB REPOSSafety: 66/100

crewai-nexusfeed

CrewAI tools for LTL fuel surcharges (10 carriers) and ABC liquor license compliance (5 states) powered by NexusFeed. crewai-nexusfeed CrewAI tools for **LTL fuel surcharges** and **ABC liquor license compliance**, powered by $1. Why this exists **Zero freight and zero compliance tools exist in the CrewAI ecosystem today.** Every freight broker, factoring company, distributor, and marketplace eventually needs: - Real-time LTL fuel surcharges across 10 US carriers (ODFL, SAIA, ESTES, ABF, RLC, TFORCE, XPO, SEFL, AVERITT, FEDEX) - Liq

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Ladourv

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

View Source

Setup snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Ladourv

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB REPOS

Extracted files

0

Examples

5

Snippets

0

Languages

python

Executable Examples

python

from crewai import Agent, Task, Crew
from crewai_nexusfeed import NexusFeedFreightTool, NexusFeedLicenseTool

freight_auditor = Agent(
    role="Freight Invoice Auditor",
    goal="Verify fuel surcharge line items on LTL invoices.",
    backstory="Ten years auditing freight invoices for 3PLs.",
    tools=[NexusFeedFreightTool()],
)

compliance_officer = Agent(
    role="Beverage Alcohol Compliance Officer",
    goal="Confirm retailer and bar liquor licenses are active before distribution.",
    backstory="Former state ABC investigator.",
    tools=[NexusFeedLicenseTool()],
)

bash

pip install crewai-nexusfeed

python

tool = NexusFeedFreightTool(api_key="sk_live_...")
# or
import os; os.environ["NEXUSFEED_API_KEY"] = "sk_live_..."
tool = NexusFeedFreightTool()

python

from crewai import Agent, Task, Crew, Process
from crewai_nexusfeed import NexusFeedFreightTool

auditor = Agent(
    role="Freight Invoice Auditor",
    goal="Detect invoice mismatches between charged and published fuel surcharge.",
    backstory="Audits ~200 LTL invoices per week.",
    tools=[NexusFeedFreightTool()],
    verbose=True,
)

task = Task(
    description="Look up ODFL's current fuel surcharge and flag if the invoice rate (42.1%) is overstated.",
    expected_output="A short verdict: OK or OVERCHARGE with the official rate and source URL.",
    agent=auditor,
)

Crew(agents=[auditor], tasks=[task], process=Process.sequential).kickoff()

python

from crewai_nexusfeed.client import fetch_fuel_surcharge, search_abc_licenses

fetch_fuel_surcharge("ODFL", weeks=4, api_key="sk_live_...")

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

CrewAI tools for LTL fuel surcharges (10 carriers) and ABC liquor license compliance (5 states) powered by NexusFeed. crewai-nexusfeed CrewAI tools for **LTL fuel surcharges** and **ABC liquor license compliance**, powered by $1. Why this exists **Zero freight and zero compliance tools exist in the CrewAI ecosystem today.** Every freight broker, factoring company, distributor, and marketplace eventually needs: - Real-time LTL fuel surcharges across 10 US carriers (ODFL, SAIA, ESTES, ABF, RLC, TFORCE, XPO, SEFL, AVERITT, FEDEX) - Liq

Full README

crewai-nexusfeed

CrewAI tools for LTL fuel surcharges and ABC liquor license compliance, powered by NexusFeed.

from crewai import Agent, Task, Crew
from crewai_nexusfeed import NexusFeedFreightTool, NexusFeedLicenseTool

freight_auditor = Agent(
    role="Freight Invoice Auditor",
    goal="Verify fuel surcharge line items on LTL invoices.",
    backstory="Ten years auditing freight invoices for 3PLs.",
    tools=[NexusFeedFreightTool()],
)

compliance_officer = Agent(
    role="Beverage Alcohol Compliance Officer",
    goal="Confirm retailer and bar liquor licenses are active before distribution.",
    backstory="Former state ABC investigator.",
    tools=[NexusFeedLicenseTool()],
)

Why this exists

Zero freight and zero compliance tools exist in the CrewAI ecosystem today. Every freight broker, factoring company, distributor, and marketplace eventually needs:

  • Real-time LTL fuel surcharges across 10 US carriers (ODFL, SAIA, ESTES, ABF, RLC, TFORCE, XPO, SEFL, AVERITT, FEDEX)
  • Liquor license verification for CA, TX, NY, FL, IL

This package drops both into any CrewAI agent.

Install

pip install crewai-nexusfeed

API key

Get a free key (100 calls/day) at nexusfeed.dev. Pass explicitly or via NEXUSFEED_API_KEY env var:

tool = NexusFeedFreightTool(api_key="sk_live_...")
# or
import os; os.environ["NEXUSFEED_API_KEY"] = "sk_live_..."
tool = NexusFeedFreightTool()

NexusFeedFreightTool

| | | |---|---| | Tool name | nexusfeed_freight_fuel_surcharge | | Args | carrier: Literal["ODFL","SAIA","ESTES","ABF","RLC","TFORCE","XPO","SEFL","AVERITT","FEDEX"], weeks: int = 1 | | Returns (str) | JSON: {carrier, weeks: [{effective_date, fuel_surcharge_pct, doe_diesel_price_usd}], _verifiability: {...}} |

NexusFeedLicenseTool

| | | |---|---| | Tool name | nexusfeed_abc_license_search | | Args | state: Literal["CA","TX","NY","FL","IL"], at least one of dba_name, owner_name, address | | Returns (str) | JSON: {state, results: [{license_number, status, expiration_date, owner_name, address, ...}], _verifiability: {...}} |

Example: freight audit crew

from crewai import Agent, Task, Crew, Process
from crewai_nexusfeed import NexusFeedFreightTool

auditor = Agent(
    role="Freight Invoice Auditor",
    goal="Detect invoice mismatches between charged and published fuel surcharge.",
    backstory="Audits ~200 LTL invoices per week.",
    tools=[NexusFeedFreightTool()],
    verbose=True,
)

task = Task(
    description="Look up ODFL's current fuel surcharge and flag if the invoice rate (42.1%) is overstated.",
    expected_output="A short verdict: OK or OVERCHARGE with the official rate and source URL.",
    agent=auditor,
)

Crew(agents=[auditor], tasks=[task], process=Process.sequential).kickoff()

Provenance

Every response includes _verifiability:

  • source_timestamp (when extraction ran)
  • extraction_confidence (0.0–1.0)
  • raw_data_evidence_url (upstream page)
  • extraction_method (api_mirror / structured_parse / playwright_dom)

Agents should check extraction_confidence >= 0.9 before acting on a value.

Direct HTTP client

If you want the HTTP calls without CrewAI installed, import from crewai_nexusfeed.client:

from crewai_nexusfeed.client import fetch_fuel_surcharge, search_abc_licenses

fetch_fuel_surcharge("ODFL", weeks=4, api_key="sk_live_...")

License

MIT.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB REPOS

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

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Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-10T04:57:38.180Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Ladourv",
    "href": "https://github.com/ladourv/crewai-nexusfeed",
    "sourceUrl": "https://github.com/ladourv/crewai-nexusfeed",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T23:22:34.978Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T23:22:34.978Z",
    "isPublic": true
  },
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-ladourv-crewai-nexusfeed/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

Sponsored

Ads related to crewai-nexusfeed and adjacent AI workflows.