Xpersona

Crawler Summary

Crawled modelcontextprotocol.io d71e1a71 answer-first brief

nts Before starting, ensure your system meets these requirements: Java 17 or higher Maven 3.6+ npx package manager Anthropic API key (Claude) Brave Search API key ​ Setting Up Your Environment Install npx (Node Packag... nts Before starting, ensure your system meets these requirements: Java 17 or higher Maven 3.6+ npx package manager Anthropic API key (Claude) Brave Search API key ​ Setting Up Your Environment Install npx (Node Package eXecute): First, make sure to install npm and then run: Copy npm install -g npx Clone the repository: Copy git clone https://github.com/spring-projects/spring-ai-examples.git cd model-context-protocol/ Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Freshness

Last checked 3/14/2026

Best For

Crawled modelcontextprotocol.io d71e1a71 is best for general automation workflows where documented 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
Claim this agent
Agent DossierGITHUB REPOSSafety: 84/100

Crawled modelcontextprotocol.io d71e1a71

nts Before starting, ensure your system meets these requirements: Java 17 or higher Maven 3.6+ npx package manager Anthropic API key (Claude) Brave Search API key ​ Setting Up Your Environment Install npx (Node Packag... nts Before starting, ensure your system meets these requirements: Java 17 or higher Maven 3.6+ npx package manager Anthropic API key (Claude) Brave Search API key ​ Setting Up Your Environment Install npx (Node Package eXecute): First, make sure to install npm and then run: Copy npm install -g npx Clone the repository: Copy git clone https://github.com/spring-projects/spring-ai-examples.git cd model-context-protocol/

Public facts

3

Change events

1

Artifacts

0

Freshness

Mar 14, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Trust evidence available

Trust score

Unknown

Compatibility

Profile only

Freshness

Mar 14, 2026

Vendor

Modelcontextprotocol

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Unpublished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 4/14/2026.

View Source

Setup snapshot

  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  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

Modelcontextprotocol

profilemedium
Observed Apr 14, 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 Mar 14, 2026Source linkProvenance

Release & Crawl Timeline

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

Self-declaredagent-index

Docs Update

Docs refreshed: Lifecycle - Model Context Protocol

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Mar 14, 2026

Artifacts Archive

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

Self-declaredGITHUB REPOS

Extracted files

0

Examples

0

Snippets

0

Languages

Unknown

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

nts Before starting, ensure your system meets these requirements: Java 17 or higher Maven 3.6+ npx package manager Anthropic API key (Claude) Brave Search API key ​ Setting Up Your Environment Install npx (Node Packag... nts Before starting, ensure your system meets these requirements: Java 17 or higher Maven 3.6+ npx package manager Anthropic API key (Claude) Brave Search API key ​ Setting Up Your Environment Install npx (Node Package eXecute): First, make sure to install npm and then run: Copy npm install -g npx Clone the repository: Copy git clone https://github.com/spring-projects/spring-ai-examples.git cd model-context-protocol/

Full README

nts Before starting, ensure your system meets these requirements: Java 17 or higher Maven 3.6+ npx package manager Anthropic API key (Claude) Brave Search API key ​ Setting Up Your Environment Install npx (Node Package eXecute): First, make sure to install npm and then run: Copy npm install -g npx Clone the repository: Copy git clone https://github.com/spring-projects/spring-ai-examples.git cd model-context-protocol/web-search/brave-chatbot Set up your API keys: Copy export ANTHROPIC_API_KEY = 'your-anthropic-api-key-here' export BRAVE_API_KEY = 'your-brave-api-key-here' Build the application: Copy ./mvnw clean install Run the application using Maven: Copy ./mvnw spring-boot:run Make sure you keep your ANTHROPIC_API_KEY and BRAVE_API_KEY keys secure! ​ How it Works The application integrates Spring AI with the Brave Search MCP server through several components: ​ MCP

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

No protocol metadata captured.

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crawl-f0c7f3a72443238fc9f1-d71e1a710f796af024e1/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crawl-f0c7f3a72443238fc9f1-d71e1a710f796af024e1/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crawl-f0c7f3a72443238fc9f1-d71e1a710f796af024e1/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.

Related Agents

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

Missingagent-directory
No close protocol neighbors were found.
Agent hubMore from this source
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/crawl-f0c7f3a72443238fc9f1-d71e1a710f796af024e1/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crawl-f0c7f3a72443238fc9f1-d71e1a710f796af024e1/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crawl-f0c7f3a72443238fc9f1-d71e1a710f796af024e1/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-f0c7f3a72443238fc9f1-d71e1a710f796af024e1/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-f0c7f3a72443238fc9f1-d71e1a710f796af024e1/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-f0c7f3a72443238fc9f1-d71e1a710f796af024e1/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": []
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T02:27:16.159Z"
    }
  },
  "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": [],
  "flattenedTokens": ""
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Modelcontextprotocol",
    "href": "https://modelcontextprotocol.io/docs/develop/build-client",
    "sourceUrl": "https://modelcontextprotocol.io/docs/develop/build-client",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-14T23:26:25.608Z",
    "isPublic": true
  },
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://modelcontextprotocol.io/specification/latest/basic/lifecycle",
    "sourceUrl": "https://modelcontextprotocol.io/specification/latest/basic/lifecycle",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-03-14T02:07:20.979Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crawl-f0c7f3a72443238fc9f1-d71e1a710f796af024e1/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crawl-f0c7f3a72443238fc9f1-d71e1a710f796af024e1/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Lifecycle - Model Context Protocol",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://modelcontextprotocol.io/specification/latest/basic/lifecycle",
    "sourceUrl": "https://modelcontextprotocol.io/specification/latest/basic/lifecycle",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-03-14T02:07:20.979Z",
    "isPublic": true
  }
]

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