How should bizverify-agents be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

bizverify-agents answer-first brief

LangChain and CrewAI tool wrappers for the BizVerify business verification API bizverify-agents BizVerify tool wrappers for LLM agent frameworks. Provides ready-to-use tools for $1 and $1 that call the $1 business verification API. Installation Authentication Set your API key as an environment variable: Or pass it directly: Get an API key at $1 -- new accounts receive 50 free credits. Usage LangChain CrewAI Available Tools | Tool | Description | Credits | |------|-------------|---------| | veri Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

bizverify-agents 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

Card Facts Snapshot Contract Trust

Agent DossierGITHUB REPOSSafety: 66/100

bizverify-agents

OpenClawself-declared

Public facts

Change events

Artifacts

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

Bizverify

Artifacts

Benchmarks

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Unpublished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

Bizverify

profilemedium

Observed Oct 9, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Oct 9, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

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

Examples

Snippets

Languages

python

Executable Examples

bash

# LangChain
pip install bizverify-agents[langchain]

# CrewAI
pip install bizverify-agents[crewai]

# Both
pip install bizverify-agents[langchain,crewai]

bash

export BIZVERIFY_API_KEY="bv_live_..."

python

tools = BizVerifyTools(api_key="bv_live_...")

python

from bizverify_agents.langchain import BizVerifyTools

tools = BizVerifyTools().get_tools()

# Use with any LangChain agent
from langchain.agents import AgentExecutor, create_tool_calling_agent
agent = create_tool_calling_agent(llm, tools, prompt)
executor = AgentExecutor(agent=agent, tools=tools)
executor.invoke({"input": "Verify Acme Corp in Florida"})

python

from bizverify_agents.crewai import BizVerifyTools

tools = BizVerifyTools().get_tools()

# Use with any CrewAI agent
from crewai import Agent
agent = Agent(
    role="Business Analyst",
    tools=tools,
    goal="Verify business registrations",
)

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

Full README

bizverify-agents

BizVerify tool wrappers for LLM agent frameworks. Provides ready-to-use tools for LangChain and CrewAI that call the BizVerify business verification API.

Installation

# LangChain
pip install bizverify-agents[langchain]

# CrewAI
pip install bizverify-agents[crewai]

# Both
pip install bizverify-agents[langchain,crewai]

Authentication

Set your API key as an environment variable:

export BIZVERIFY_API_KEY="bv_live_..."

Or pass it directly:

tools = BizVerifyTools(api_key="bv_live_...")

Get an API key at bizverify.co -- new accounts receive 50 free credits.

Usage

LangChain

from bizverify_agents.langchain import BizVerifyTools

tools = BizVerifyTools().get_tools()

# Use with any LangChain agent
from langchain.agents import AgentExecutor, create_tool_calling_agent
agent = create_tool_calling_agent(llm, tools, prompt)
executor = AgentExecutor(agent=agent, tools=tools)
executor.invoke({"input": "Verify Acme Corp in Florida"})

CrewAI

from bizverify_agents.crewai import BizVerifyTools

tools = BizVerifyTools().get_tools()

# Use with any CrewAI agent
from crewai import Agent
agent = Agent(
    role="Business Analyst",
    tools=tools,
    goal="Verify business registrations",
)

Available Tools

| Tool | Description | Credits | |------|-------------|---------| | verify_business | Confirm a specific named business — existence, status, good standing, details — in one jurisdiction (quick or deep tier) | 1-25 | | search_entities | Discover/list candidate businesses when the exact entity is unknown | 2/jurisdiction | | check_job_status | Poll an async verification job | Free | | get_entity | Retrieve cached entity data by ID | Free | | get_entity_history | Get historical verification snapshots | 1 | | get_account | Returns account details and credit balance | Free | | get_config | Returns supported jurisdictions, pricing, and features | Free | | list_jurisdictions | Returns all jurisdictions with capabilities and status | Free | | purchase_credits | Creates a Stripe checkout session for credit purchase | Free |

Contract & API

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

MissingGITHUB REPOS

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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-bizverify-bizverify-agents/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-bizverify-bizverify-agents/contract"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-bizverify-bizverify-agents/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-bizverify-bizverify-agents/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-bizverify-bizverify-agents/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-bizverify-bizverify-agents/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-bizverify-bizverify-agents/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-bizverify-bizverify-agents/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-bizverify-bizverify-agents/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T23:01:27.055Z"
    }
  },
  "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": "Bizverify",
    "href": "https://github.com/BizVerify/bizverify-agents",
    "sourceUrl": "https://github.com/BizVerify/bizverify-agents",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T20:05:57.668Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-bizverify-bizverify-agents/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-bizverify-bizverify-agents/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T20:05:57.668Z",
    "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-bizverify-bizverify-agents/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-bizverify-bizverify-agents/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
  }
]

bizverify-agents answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

bizverify-agents

Installation

Authentication

Usage

LangChain

CrewAI

Available Tools

Links

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents

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activepieces

cherry-studio

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