Brainiall NLP
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Crawler Summary
Not a news feed. A signal verification system. 68,000+ AI & tech articles from 270+ curated global sources — UUID-native, EU-hosted, daily growing. Every article carries 7 deterministic relevance scores (AI, business, risk, regulation, cost, operational, Mittelstand) — computed without LLM, reproducible, auditable. Growing daily. What sets BrunoSan apart from every other AI news MCP: → Signal DNA: Who reported it first? How fast did it spread? Is it manipulation or organic signal? → Decision-Maker Priority Score: Not article count, not recency — what a CDO, CTO or CEO actually needs to act on today. → Risk Radar: Active compliance, regulation and security signals ranked by signal density — not keyword matching. → 77,000+ tracked entities with co-occurrence networks — know what moves together. → Deterministic scoring: every score is a formula, not a vibe. Queryable 90 days later. Same result. Always. EU-hosted. GDPR-compliant. No black boxes. Access 65,000+ AI & tech news articles from 3,300+ global sources. Daily growing. Search articles, get entity profiles (companies, people, products), trending topics, daily digests, and source statistics. The largest AI news dataset available as MCP. Capability contract not published. No trust telemetry is available yet. Last updated 4/17/2026.
Freshness
Last checked 4/17/2026
Best For
global-ai-news 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
Not a news feed. A signal verification system. 68,000+ AI & tech articles from 270+ curated global sources — UUID-native, EU-hosted, daily growing. Every article carries 7 deterministic relevance scores (AI, business, risk, regulation, cost, operational, Mittelstand) — computed without LLM, reproducible, auditable. Growing daily. What sets BrunoSan apart from every other AI news MCP: → Signal DNA: Who reported it first? How fast did it spread? Is it manipulation or organic signal? → Decision-Maker Priority Score: Not article count, not recency — what a CDO, CTO or CEO actually needs to act on today. → Risk Radar: Active compliance, regulation and security signals ranked by signal density — not keyword matching. → 77,000+ tracked entities with co-occurrence networks — know what moves together. → Deterministic scoring: every score is a formula, not a vibe. Queryable 90 days later. Same result. Always. EU-hosted. GDPR-compliant. No black boxes. Access 65,000+ AI & tech news articles from 3,300+ global sources. Daily growing. Search articles, get entity profiles (companies, people, products), trending topics, daily digests, and source statistics. The largest AI news dataset available as MCP.
Public facts
5
Change events
0
Artifacts
0
Freshness
Apr 17, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/17/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Apr 17, 2026
Vendor
Brunosan
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 4/17/2026.
Setup snapshot
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Brunosan
Protocol compatibility
MCP
Protocol compatibility
MCP
Handshake status
UNKNOWN
Handshake status
UNKNOWN
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
0
Snippets
0
Languages
Unknown
Full documentation captured from public sources, including the complete README when available.
Docs source
Smithery
Editorial quality
ready
Not a news feed. A signal verification system. 68,000+ AI & tech articles from 270+ curated global sources — UUID-native, EU-hosted, daily growing. Every article carries 7 deterministic relevance scores (AI, business, risk, regulation, cost, operational, Mittelstand) — computed without LLM, reproducible, auditable. Growing daily. What sets BrunoSan apart from every other AI news MCP: → Signal DNA: Who reported it first? How fast did it spread? Is it manipulation or organic signal? → Decision-Maker Priority Score: Not article count, not recency — what a CDO, CTO or CEO actually needs to act on today. → Risk Radar: Active compliance, regulation and security signals ranked by signal density — not keyword matching. → 77,000+ tracked entities with co-occurrence networks — know what moves together. → Deterministic scoring: every score is a formula, not a vibe. Queryable 90 days later. Same result. Always. EU-hosted. GDPR-compliant. No black boxes. Access 65,000+ AI & tech news articles from 3,300+ global sources. Daily growing. Search articles, get entity profiles (companies, people, products), trending topics, daily digests, and source statistics. The largest AI news dataset available as MCP.
Access 65,000+ AI & tech news articles from 3,300+ global sources. Daily growing. Search articles, get entity profiles (companies, people, products), trending topics, daily digests, and source statistics. The largest AI news dataset available as MCP.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/contract"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Agent-callable B2B SaaS directory: capability-structured, continuously verified listings.
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.
Structured website and review evidence for AI-assisted local-business shortlisting.
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-brunosan-global-ai-news/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "SMITHERY",
"generatedAt": "2026-10-10T00:34:18.762Z"
}
},
"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": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-17T06:33:52.990Z",
"isPublic": true
},
{
"factKey": "vendor",
"label": "Vendor",
"value": "Brunosan",
"category": "vendor",
"href": "https://brunosan.de/ai_news/mcp",
"sourceUrl": "https://brunosan.de/ai_news/mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-16T06:45:17.179Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "MCP",
"category": "compatibility",
"href": "https://xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-16T06:45:17.179Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-brunosan-global-ai-news/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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Ads related to global-ai-news and adjacent AI workflows.