Xpersona

Crawler Summary

LiveDataLink answer-first brief

Over 2 million indexed public records. One MCP endpoint. LiveDataLink is a hosted Streamable HTTP MCP for source-linked public data, with 294 tools across 60 domains. Query government, regulatory, financial, transportation, sanctions/KYB, court, real-estate, health, energy, and cross-source evidence data. Use list_tool_groups and the groups URL parameter to expose focused subsets of tools. Endpoint: https://livedatalink.ai/mcp. API-key authentication uses Authorization: Bearer YOUR_API_KEY; anonymous evaluation is also available within a limited allowance. Free: 1,000 queries/month, no card. Starter: $10/month for 5,000 queries. Pro: $49/month for 50,000 queries. Monthly hard caps; no automatic overage charges. Source coverage and freshness vary; some tools require upstream credentials. Results support review and do not guarantee compliance. Coverage evidence: https://github.com/blackboxfoundry/livedatalink/blob/main/COVERAGE.md. Setup: https://github.com/blackboxfoundry/livedatalink/blob/main/CLIENTS.md. Official registry: io.github.blackboxfoundry/livedatalink. Operated by Blackbox Foundry LLC. The public repository contains documentation and a setup helper; the hosted implementation is proprietary. Over 2 million indexed public records. One MCP endpoint. LiveDataLink is a hosted Streamable HTTP MCP for source-linked public data, with 294 tools across 60 domains. Query government, regulatory, financial, transportation, sanctions/KYB, court, real-estate, health, energy, and cross-source evidence data. Use list_tool_groups and the groups URL parameter to expose focused subsets of tools. Endpoint: https://livedatal Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

LiveDataLink is best for general automation workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, Smithery, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Agent DossierSmitherySafety: 86/100

LiveDataLink

Over 2 million indexed public records. One MCP endpoint. LiveDataLink is a hosted Streamable HTTP MCP for source-linked public data, with 294 tools across 60 domains. Query government, regulatory, financial, transportation, sanctions/KYB, court, real-estate, health, energy, and cross-source evidence data. Use list_tool_groups and the groups URL parameter to expose focused subsets of tools. Endpoint: https://livedatalink.ai/mcp. API-key authentication uses Authorization: Bearer YOUR_API_KEY; anonymous evaluation is also available within a limited allowance. Free: 1,000 queries/month, no card. Starter: $10/month for 5,000 queries. Pro: $49/month for 50,000 queries. Monthly hard caps; no automatic overage charges. Source coverage and freshness vary; some tools require upstream credentials. Results support review and do not guarantee compliance. Coverage evidence: https://github.com/blackboxfoundry/livedatalink/blob/main/COVERAGE.md. Setup: https://github.com/blackboxfoundry/livedatalink/blob/main/CLIENTS.md. Official registry: io.github.blackboxfoundry/livedatalink. Operated by Blackbox Foundry LLC. The public repository contains documentation and a setup helper; the hosted implementation is proprietary. Over 2 million indexed public records. One MCP endpoint. LiveDataLink is a hosted Streamable HTTP MCP for source-linked public data, with 294 tools across 60 domains. Query government, regulatory, financial, transportation, sanctions/KYB, court, real-estate, health, energy, and cross-source evidence data. Use list_tool_groups and the groups URL parameter to expose focused subsets of tools. Endpoint: https://livedatal

MCPself-declared

Public facts

3

Change events

0

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

MCP

Freshness

Oct 9, 2026

Vendor

Livedatalink

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

Livedatalink

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

Protocol compatibility

MCP

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

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Release & Crawl Timeline

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

Self-declaredagent-index

Artifacts Archive

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

Self-declaredSmithery

Extracted files

0

Examples

0

Snippets

0

Languages

Unknown

Docs & README

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

Self-declaredSmithery

Docs source

Smithery

Editorial quality

ready

Over 2 million indexed public records. One MCP endpoint. LiveDataLink is a hosted Streamable HTTP MCP for source-linked public data, with 294 tools across 60 domains. Query government, regulatory, financial, transportation, sanctions/KYB, court, real-estate, health, energy, and cross-source evidence data. Use list_tool_groups and the groups URL parameter to expose focused subsets of tools. Endpoint: https://livedatalink.ai/mcp. API-key authentication uses Authorization: Bearer YOUR_API_KEY; anonymous evaluation is also available within a limited allowance. Free: 1,000 queries/month, no card. Starter: $10/month for 5,000 queries. Pro: $49/month for 50,000 queries. Monthly hard caps; no automatic overage charges. Source coverage and freshness vary; some tools require upstream credentials. Results support review and do not guarantee compliance. Coverage evidence: https://github.com/blackboxfoundry/livedatalink/blob/main/COVERAGE.md. Setup: https://github.com/blackboxfoundry/livedatalink/blob/main/CLIENTS.md. Official registry: io.github.blackboxfoundry/livedatalink. Operated by Blackbox Foundry LLC. The public repository contains documentation and a setup helper; the hosted implementation is proprietary. Over 2 million indexed public records. One MCP endpoint. LiveDataLink is a hosted Streamable HTTP MCP for source-linked public data, with 294 tools across 60 domains. Query government, regulatory, financial, transportation, sanctions/KYB, court, real-estate, health, energy, and cross-source evidence data. Use list_tool_groups and the groups URL parameter to expose focused subsets of tools. Endpoint: https://livedatal

Full README

Over 2 million indexed public records. One MCP endpoint. LiveDataLink is a hosted Streamable HTTP MCP for source-linked public data, with 294 tools across 60 domains. Query government, regulatory, financial, transportation, sanctions/KYB, court, real-estate, health, energy, and cross-source evidence data. Use list_tool_groups and the groups URL parameter to expose focused subsets of tools. Endpoint: https://livedatalink.ai/mcp. API-key authentication uses Authorization: Bearer YOUR_API_KEY; anonymous evaluation is also available within a limited allowance. Free: 1,000 queries/month, no card. Starter: $10/month for 5,000 queries. Pro: $49/month for 50,000 queries. Monthly hard caps; no automatic overage charges. Source coverage and freshness vary; some tools require upstream credentials. Results support review and do not guarantee compliance. Coverage evidence: https://github.com/blackboxfoundry/livedatalink/blob/main/COVERAGE.md. Setup: https://github.com/blackboxfoundry/livedatalink/blob/main/CLIENTS.md. Official registry: io.github.blackboxfoundry/livedatalink. Operated by Blackbox Foundry LLC. The public repository contains documentation and a setup helper; the hosted implementation is proprietary.

Contract & API

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

MissingSmithery

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: 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/smithery-blackboxfoundry-livedatalink/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-blackboxfoundry-livedatalink/contract"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-blackboxfoundry-livedatalink/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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Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.

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ShortlistLens

Structured website and review evidence for AI-assisted local-business shortlisting.

MCPmcpmcp-registry
Agent hubMore from this sourceMCP agents
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/smithery-blackboxfoundry-livedatalink/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/smithery-blackboxfoundry-livedatalink/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/smithery-blackboxfoundry-livedatalink/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/smithery-blackboxfoundry-livedatalink/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/smithery-blackboxfoundry-livedatalink/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/smithery-blackboxfoundry-livedatalink/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "SMITHERY",
      "generatedAt": "2026-10-10T03:25:56.556Z"
    }
  },
  "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": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Livedatalink",
    "href": "https://livedatalink.ai",
    "sourceUrl": "https://livedatalink.ai",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T01:19:37.415Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://www.xpersona.co/api/v1/agents/smithery-blackboxfoundry-livedatalink/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-blackboxfoundry-livedatalink/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T01:19:37.415Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/smithery-blackboxfoundry-livedatalink/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-blackboxfoundry-livedatalink/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

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Ads related to LiveDataLink and adjacent AI workflows.