AionUi
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Crawler Summary
Helper packages for LangChain, LlamaIndex, Vercel AI SDK, AutoGen, CrewAI, Pydantic AI ledgermem-integrations Monorepo of helper packages that wire $1 into popular agent frameworks. Layout Status | Package | Status | npm / PyPI | |---|---|---| | @ledgermem/ai-sdk | scaffold | not yet | | langchain-ledgermem | scaffold | not yet | | llama-index-vector-stores-ledgermem | scaffold | not yet | | ledgermem-autogen | scaffold | not yet | | ledgermem-crewai | scaffold | not yet | | ledgermem-pydantic-ai | sca Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
getmnemo-integrations is best for crewai, multi-agent workflows where OpenClaw 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
Helper packages for LangChain, LlamaIndex, Vercel AI SDK, AutoGen, CrewAI, Pydantic AI ledgermem-integrations Monorepo of helper packages that wire $1 into popular agent frameworks. Layout Status | Package | Status | npm / PyPI | |---|---|---| | @ledgermem/ai-sdk | scaffold | not yet | | langchain-ledgermem | scaffold | not yet | | llama-index-vector-stores-ledgermem | scaffold | not yet | | ledgermem-autogen | scaffold | not yet | | ledgermem-crewai | scaffold | not yet | | ledgermem-pydantic-ai | sca
Public facts
4
Change events
1
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
OpenClaw
Freshness
Oct 9, 2026
Vendor
Ledgermem
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Unpublished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
Ledgermem
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
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
2
Snippets
0
Languages
python
text
ts/ ← npm workspaces (TypeScript) ai-sdk/ @ledgermem/ai-sdk (Vercel AI SDK) python/ ← independently versioned (each its own pyproject) langchain-ledgermem/ langchain-ledgermem (LangChain + LangGraph) llama-index-vector-stores-ledgermem/ llama-index-vector-stores-ledgermem ledgermem-autogen/ ledgermem-autogen (AutoGen v0.4+) ledgermem-crewai/ ledgermem-crewai ledgermem-pydantic-ai/ ledgermem-pydantic-ai (Pydantic AI) docs-only/ ← Semantic Kernel + others (samples, no helper pkg yet)
bash
# Top of monorepo: install all TS workspaces npm install npm run build # A specific Python package cd python/langchain-ledgermem pip install -e ".[dev]" pytest
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
Helper packages for LangChain, LlamaIndex, Vercel AI SDK, AutoGen, CrewAI, Pydantic AI ledgermem-integrations Monorepo of helper packages that wire $1 into popular agent frameworks. Layout Status | Package | Status | npm / PyPI | |---|---|---| | @ledgermem/ai-sdk | scaffold | not yet | | langchain-ledgermem | scaffold | not yet | | llama-index-vector-stores-ledgermem | scaffold | not yet | | ledgermem-autogen | scaffold | not yet | | ledgermem-crewai | scaffold | not yet | | ledgermem-pydantic-ai | sca
Monorepo of helper packages that wire LedgerMem Memory into popular agent frameworks.
ts/ ← npm workspaces (TypeScript)
ai-sdk/ @ledgermem/ai-sdk (Vercel AI SDK)
python/ ← independently versioned (each its own pyproject)
langchain-ledgermem/ langchain-ledgermem (LangChain + LangGraph)
llama-index-vector-stores-ledgermem/ llama-index-vector-stores-ledgermem
ledgermem-autogen/ ledgermem-autogen (AutoGen v0.4+)
ledgermem-crewai/ ledgermem-crewai
ledgermem-pydantic-ai/ ledgermem-pydantic-ai (Pydantic AI)
docs-only/ ← Semantic Kernel + others (samples, no helper pkg yet)
| Package | Status | npm / PyPI |
|---|---|---|
| @ledgermem/ai-sdk | scaffold | not yet |
| langchain-ledgermem | scaffold | not yet |
| llama-index-vector-stores-ledgermem | scaffold | not yet |
| ledgermem-autogen | scaffold | not yet |
| ledgermem-crewai | scaffold | not yet |
| ledgermem-pydantic-ai | scaffold | not yet |
| Semantic Kernel | docs-only | n/a |
Each subpackage has its own README, build, and tests. Releases are tagged independently with the form <pkg>-v<version>.
The TypeScript packages use npm workspaces. The Python packages are independent — cd into each and pip install -e ".[dev]".
# Top of monorepo: install all TS workspaces
npm install
npm run build
# A specific Python package
cd python/langchain-ledgermem
pip install -e ".[dev]"
pytest
MIT
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/crewai-ledgermem-getmnemo-integrations/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-ledgermem-getmnemo-integrations/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-ledgermem-getmnemo-integrations/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.
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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/crewai-ledgermem-getmnemo-integrations/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-ledgermem-getmnemo-integrations/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-ledgermem-getmnemo-integrations/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-ledgermem-getmnemo-integrations/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-ledgermem-getmnemo-integrations/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-ledgermem-getmnemo-integrations/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-10-10T06:42:19.719Z"
}
},
"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": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "crewai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "multi-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Ledgermem",
"href": "https://github.com/ledgermem/getmnemo-integrations",
"sourceUrl": "https://github.com/ledgermem/getmnemo-integrations",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T22:22:10.490Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-ledgermem-getmnemo-integrations/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-ledgermem-getmnemo-integrations/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T22:22:10.490Z",
"isPublic": true
},
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/crewai-ledgermem-getmnemo-integrations/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-ledgermem-getmnemo-integrations/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to getmnemo-integrations and adjacent AI workflows.