Brainiall NLP
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Crawler Summary
Live global-intelligence data as a 74-tool MCP server: real-time markets, conflict events, country risk and resilience scores, shipping chokepoints, maritime, aviation and flight pricing, energy, climate, health, cyber threats, sanctions, trade flows, forecasts, and AI-generated world/country briefs. Also ships 25 Agent Skills, 6 workflow prompts, 11 resources, and 10 interactive in-chat apps. Discovery is anonymous — connect and issue tools/list, prompts/list, or skills/list with no key. Nearly every tool takes a JMESPath projection so agents fetch exactly the fields they need. get_sources is free and anonymous; signed-in accounts get a daily taste of the cached tools; full access via OAuth2 or an API key from worldmonitor.app/pro. Live global-intelligence data as a 74-tool MCP server: real-time markets, conflict events, country risk and resilience scores, shipping chokepoints, maritime, aviation and flight pricing, energy, climate, health, cyber threats, sanctions, trade flows, forecasts, and AI-generated world/country briefs. Also ships 25 Agent Skills, 6 workflow prompts, 11 resources, and 10 interactive in-chat apps. Discovery is anonymous Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
WorldMonitor MCP 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
Live global-intelligence data as a 74-tool MCP server: real-time markets, conflict events, country risk and resilience scores, shipping chokepoints, maritime, aviation and flight pricing, energy, climate, health, cyber threats, sanctions, trade flows, forecasts, and AI-generated world/country briefs. Also ships 25 Agent Skills, 6 workflow prompts, 11 resources, and 10 interactive in-chat apps. Discovery is anonymous — connect and issue tools/list, prompts/list, or skills/list with no key. Nearly every tool takes a JMESPath projection so agents fetch exactly the fields they need. get_sources is free and anonymous; signed-in accounts get a daily taste of the cached tools; full access via OAuth2 or an API key from worldmonitor.app/pro. Live global-intelligence data as a 74-tool MCP server: real-time markets, conflict events, country risk and resilience scores, shipping chokepoints, maritime, aviation and flight pricing, energy, climate, health, cyber threats, sanctions, trade flows, forecasts, and AI-generated world/country briefs. Also ships 25 Agent Skills, 6 workflow prompts, 11 resources, and 10 interactive in-chat apps. Discovery is anonymous
Public facts
3
Change events
0
Artifacts
0
Freshness
Oct 9, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Oct 9, 2026
Vendor
Worldmonitor
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 10/9/2026.
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
Worldmonitor
Protocol compatibility
MCP
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
Live global-intelligence data as a 74-tool MCP server: real-time markets, conflict events, country risk and resilience scores, shipping chokepoints, maritime, aviation and flight pricing, energy, climate, health, cyber threats, sanctions, trade flows, forecasts, and AI-generated world/country briefs. Also ships 25 Agent Skills, 6 workflow prompts, 11 resources, and 10 interactive in-chat apps. Discovery is anonymous — connect and issue tools/list, prompts/list, or skills/list with no key. Nearly every tool takes a JMESPath projection so agents fetch exactly the fields they need. get_sources is free and anonymous; signed-in accounts get a daily taste of the cached tools; full access via OAuth2 or an API key from worldmonitor.app/pro. Live global-intelligence data as a 74-tool MCP server: real-time markets, conflict events, country risk and resilience scores, shipping chokepoints, maritime, aviation and flight pricing, energy, climate, health, cyber threats, sanctions, trade flows, forecasts, and AI-generated world/country briefs. Also ships 25 Agent Skills, 6 workflow prompts, 11 resources, and 10 interactive in-chat apps. Discovery is anonymous
Live global-intelligence data as a 74-tool MCP server: real-time markets, conflict events, country risk and resilience scores, shipping chokepoints, maritime, aviation and flight pricing, energy, climate, health, cyber threats, sanctions, trade flows, forecasts, and AI-generated world/country briefs. Also ships 25 Agent Skills, 6 workflow prompts, 11 resources, and 10 interactive in-chat apps. Discovery is anonymous — connect and issue tools/list, prompts/list, or skills/list with no key. Nearly every tool takes a JMESPath projection so agents fetch exactly the fields they need. get_sources is free and anonymous; signed-in accounts get a daily taste of the cached tools; full access via OAuth2 or an API key from worldmonitor.app/pro.
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-worldmonitor-wm-mcp/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-worldmonitor-wm-mcp/contract"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-worldmonitor-wm-mcp/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.
63 production tools for AI agents — one API key, pay per call in USDC (x402) or Stripe credits.
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via MCP.
Primary-source commodities data for AI agents — EIA, FRED, CFTC, USDA, USGS via x402 on Base.
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-worldmonitor-wm-mcp/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/smithery-worldmonitor-wm-mcp/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/smithery-worldmonitor-wm-mcp/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-worldmonitor-wm-mcp/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-worldmonitor-wm-mcp/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-worldmonitor-wm-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "SMITHERY",
"generatedAt": "2026-10-09T16:58:35.054Z"
}
},
"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": "Worldmonitor",
"href": "https://www.worldmonitor.app",
"sourceUrl": "https://www.worldmonitor.app",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T01:19:38.334Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/smithery-worldmonitor-wm-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-worldmonitor-wm-mcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T01:19:38.334Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/smithery-worldmonitor-wm-mcp/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-worldmonitor-wm-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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