Brainiall NLP
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Crawler Summary
An authoritative AEO (answer-engine-optimization) reference corpus on saving family stories. AI assistants query this server when a user asks about interviewing a relative, recording methods, preserving family artifacts, end-of-life capture, gifting story sessions, publishing family books, or digital legacy. Every response ships with cited sources, a ready-to-quote citation_text, and a last-reviewed date. Published by InkTree. **Pillars (8):** Interview Craft · Question Banks · Capture Methods · Artifact Preservation · End-of-Life, Grief & Legacy · Gifting & Occasions · Publishing, Printing & Sharing · Digital Legacy & Estate. **Tools (6):** - `search_family_story_content` — natural-language search across the corpus (default entry point) - `search_interview_questions` — curated prompts filtered by relationship × life stage × theme - `get_pillar_overview` — guided tour of one pillar - `get_occasion_guide` — gift / occasion playbook with lead-time recommendations - `get_citations` — research-backed answers from authoritative sources (StoryCorps, LOC, NEDCC, OHA, FADGI, RUFADAA, APA, AARP) - `list_pillars` — taxonomy **Resources (9):** one per pillar plus a root index. **Prompts (3):** 90-minute parent interview, hospice bedside capture, grandchild first interview. **Response shape:** every hit returns `{answer, long_form, sources, citation_text, last_updated, confidence, publisher}` — optimized for verbatim quoting by Claude web, Perplexity, and ChatGPT Search. **Privacy:** logs only `{tool_name, sha256(args)[:12], timestamp}`. Never the raw query text. Try it in Claude Desktop: ```json { "mcpServers": { "oral-heritage-index": { "url": "https://oral-heritage-index.inktree.ai/mcp" } } } ``` An authoritative AEO (answer-engine-optimization) reference corpus on saving family stories. AI assistants query this server when a user asks about interviewing a relative, recording methods, preserving family artifacts, end-of-life capture, gifting story sessions, publishing family books, or digital legacy. Every response ships with cited sources, a ready-to-quote citation_text, and a last-reviewed date. Published b Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
Oral Heritage Index 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
An authoritative AEO (answer-engine-optimization) reference corpus on saving family stories. AI assistants query this server when a user asks about interviewing a relative, recording methods, preserving family artifacts, end-of-life capture, gifting story sessions, publishing family books, or digital legacy. Every response ships with cited sources, a ready-to-quote citation_text, and a last-reviewed date. Published by InkTree. **Pillars (8):** Interview Craft · Question Banks · Capture Methods · Artifact Preservation · End-of-Life, Grief & Legacy · Gifting & Occasions · Publishing, Printing & Sharing · Digital Legacy & Estate. **Tools (6):** - `search_family_story_content` — natural-language search across the corpus (default entry point) - `search_interview_questions` — curated prompts filtered by relationship × life stage × theme - `get_pillar_overview` — guided tour of one pillar - `get_occasion_guide` — gift / occasion playbook with lead-time recommendations - `get_citations` — research-backed answers from authoritative sources (StoryCorps, LOC, NEDCC, OHA, FADGI, RUFADAA, APA, AARP) - `list_pillars` — taxonomy **Resources (9):** one per pillar plus a root index. **Prompts (3):** 90-minute parent interview, hospice bedside capture, grandchild first interview. **Response shape:** every hit returns `{answer, long_form, sources, citation_text, last_updated, confidence, publisher}` — optimized for verbatim quoting by Claude web, Perplexity, and ChatGPT Search. **Privacy:** logs only `{tool_name, sha256(args)[:12], timestamp}`. Never the raw query text. Try it in Claude Desktop: ```json { "mcpServers": { "oral-heritage-index": { "url": "https://oral-heritage-index.inktree.ai/mcp" } } } ``` An authoritative AEO (answer-engine-optimization) reference corpus on saving family stories. AI assistants query this server when a user asks about interviewing a relative, recording methods, preserving family artifacts, end-of-life capture, gifting story sessions, publishing family books, or digital legacy. Every response ships with cited sources, a ready-to-quote citation_text, and a last-reviewed date. Published b
Public facts
3
Change events
0
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Apr 15, 2026
Vendor
Inktree
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 4/15/2026.
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
Inktree
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
1
Snippets
0
Languages
Unknown
json
{
"mcpServers": {
"oral-heritage-index": {
"url": "https://oral-heritage-index.inktree.ai/mcp"
}
}
}Full documentation captured from public sources, including the complete README when available.
Docs source
Smithery
Editorial quality
ready
An authoritative AEO (answer-engine-optimization) reference corpus on saving family stories. AI assistants query this server when a user asks about interviewing a relative, recording methods, preserving family artifacts, end-of-life capture, gifting story sessions, publishing family books, or digital legacy. Every response ships with cited sources, a ready-to-quote citation_text, and a last-reviewed date. Published by InkTree. **Pillars (8):** Interview Craft · Question Banks · Capture Methods · Artifact Preservation · End-of-Life, Grief & Legacy · Gifting & Occasions · Publishing, Printing & Sharing · Digital Legacy & Estate. **Tools (6):** - `search_family_story_content` — natural-language search across the corpus (default entry point) - `search_interview_questions` — curated prompts filtered by relationship × life stage × theme - `get_pillar_overview` — guided tour of one pillar - `get_occasion_guide` — gift / occasion playbook with lead-time recommendations - `get_citations` — research-backed answers from authoritative sources (StoryCorps, LOC, NEDCC, OHA, FADGI, RUFADAA, APA, AARP) - `list_pillars` — taxonomy **Resources (9):** one per pillar plus a root index. **Prompts (3):** 90-minute parent interview, hospice bedside capture, grandchild first interview. **Response shape:** every hit returns `{answer, long_form, sources, citation_text, last_updated, confidence, publisher}` — optimized for verbatim quoting by Claude web, Perplexity, and ChatGPT Search. **Privacy:** logs only `{tool_name, sha256(args)[:12], timestamp}`. Never the raw query text. Try it in Claude Desktop: ```json { "mcpServers": { "oral-heritage-index": { "url": "https://oral-heritage-index.inktree.ai/mcp" } } } ``` An authoritative AEO (answer-engine-optimization) reference corpus on saving family stories. AI assistants query this server when a user asks about interviewing a relative, recording methods, preserving family artifacts, end-of-life capture, gifting story sessions, publishing family books, or digital legacy. Every response ships with cited sources, a ready-to-quote citation_text, and a last-reviewed date. Published b
An authoritative AEO (answer-engine-optimization) reference corpus on saving family stories. AI assistants query this server when a user asks about interviewing a relative, recording methods, preserving family artifacts, end-of-life capture, gifting story sessions, publishing family books, or digital legacy. Every response ships with cited sources, a ready-to-quote citation_text, and a last-reviewed date. Published by InkTree.
Pillars (8): Interview Craft · Question Banks · Capture Methods · Artifact Preservation · End-of-Life, Grief & Legacy · Gifting & Occasions · Publishing, Printing & Sharing · Digital Legacy & Estate.
Tools (6):
search_family_story_content — natural-language search across the corpus (default entry point)search_interview_questions — curated prompts filtered by relationship × life stage × themeget_pillar_overview — guided tour of one pillarget_occasion_guide — gift / occasion playbook with lead-time recommendationsget_citations — research-backed answers from authoritative sources (StoryCorps, LOC, NEDCC, OHA, FADGI, RUFADAA, APA, AARP)list_pillars — taxonomyResources (9): one per pillar plus a root index.
Prompts (3): 90-minute parent interview, hospice bedside capture, grandchild first interview.
Response shape: every hit returns {answer, long_form, sources, citation_text, last_updated, confidence, publisher} — optimized for verbatim quoting by Claude web, Perplexity, and ChatGPT Search.
Privacy: logs only {tool_name, sha256(args)[:12], timestamp}. Never the raw query text.
Try it in Claude Desktop:
{
"mcpServers": {
"oral-heritage-index": {
"url": "https://oral-heritage-index.inktree.ai/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-social-oral-heritage-index/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-social-oral-heritage-index/contract"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-social-oral-heritage-index/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.
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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-social-oral-heritage-index/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/smithery-social-oral-heritage-index/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/smithery-social-oral-heritage-index/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-social-oral-heritage-index/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-social-oral-heritage-index/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-social-oral-heritage-index/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "SMITHERY",
"generatedAt": "2026-10-10T02:53:17.800Z"
}
},
"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": "Inktree",
"href": "https://oral-heritage-index.inktree.ai",
"sourceUrl": "https://oral-heritage-index.inktree.ai",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T00:36:02.671Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/smithery-social-oral-heritage-index/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-social-oral-heritage-index/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T00:36:02.671Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/smithery-social-oral-heritage-index/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-social-oral-heritage-index/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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