Xpersona

Crawler Summary

@kaiporalabs/openclaw-memory-zvec answer-first brief

OpenClaw long-term memory plugin backed by Alibaba Zvec (dense vector ANN) OpenClaw long-term memory plugin backed by Alibaba Zvec (dense vector ANN). openclaw openclaw-plugin memory zvec vector embeddings ollama. MCP OPENCLEW. typescript. openclaw openclaw-plugin memory zvec vector embeddings ollama Capability contract not published. No trust telemetry is available yet. Last updated 6/1/2026.

Freshness

Last checked 6/1/2026

Best For

@kaiporalabs/openclaw-memory-zvec is best for openclaw, openclaw-plugin, memory workflows where MCP and OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 77/100

@kaiporalabs/openclaw-memory-zvec

OpenClaw long-term memory plugin backed by Alibaba Zvec (dense vector ANN) OpenClaw long-term memory plugin backed by Alibaba Zvec (dense vector ANN). openclaw openclaw-plugin memory zvec vector embeddings ollama. MCP OPENCLEW. typescript. openclaw openclaw-plugin memory zvec vector embeddings ollama

MCPself-declared
OpenClawself-declared

Public facts

3

Change events

0

Artifacts

0

Freshness

Jun 1, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 6/1/2026.

Trust evidence available

Trust score

Unknown

Compatibility

MCP, OpenClaw

Freshness

Jun 1, 2026

Vendor

Kaiporalabs

Artifacts

0

Benchmarks

0

Last release

2.6.0

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 6/1/2026.

View Source

Setup snapshot

git clone https://github.com/kaiporalabs/openclaw-memory-zvec.git
  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

Kaiporalabs

profilemedium
Observed May 30, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP, OpenClaw

contractmedium
Observed May 30, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Release & Crawl Timeline

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

Self-declaredagent-index

Artifacts Archive

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

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

0

Snippets

0

Languages

typescript

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

OpenClaw long-term memory plugin backed by Alibaba Zvec (dense vector ANN) OpenClaw long-term memory plugin backed by Alibaba Zvec (dense vector ANN). openclaw openclaw-plugin memory zvec vector embeddings ollama. MCP OPENCLEW. typescript. openclaw openclaw-plugin memory zvec vector embeddings ollama

Full README

OpenClaw long-term memory plugin backed by Alibaba Zvec (dense vector ANN). openclaw openclaw-plugin memory zvec vector embeddings ollama. MCP OPENCLEW. typescript. openclaw openclaw-plugin memory zvec vector embeddings ollama

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declaredOpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/contract"
curl -s "https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/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.

Self-declaredprotocol-neighbors
Github OpenclewUpdated 4mo agoRank 40

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Multi-bot Lark/Feishu bridge for OpenClaw, with per-bot model routing and isolated sessions

MCPOPENCLAWopenclawlarkfeishu
Github OpenclewUpdated 4mo agoRank 39

openclaw-node

Node.js client for the OpenClaw Gateway WebSocket protocol

MCPOPENCLAWopenclawaiagent
Github OpenclewUpdated 4mo agoRank 39

@agent-relay/openclaw

Relaycast bridge for OpenClaw — messaging, identity, runtime setup, and local spawning

MCPOPENCLAWopenclawrelaycastagent-relay
Github OpenclewUpdated 4mo agoRank 34

openclaw-agent-orchestration

Shared agent tool selection and orchestration strategy helpers for openclaw and openclaw-hub

MCPOPENCLAWopenclawagentorchestration
Agent hubMore from this sourceMCP agentsOpenClaw agents
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/npm-kaiporalabs-openclaw-memory-zvec/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP",
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-08T23:15:13.107Z"
    }
  },
  "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"
    },
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "openclaw",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "openclaw-plugin",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "memory",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "zvec",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "vector",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "embeddings",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ollama",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile protocol:OPENCLEW|unknown|profile capability:openclaw|supported|profile capability:openclaw-plugin|supported|profile capability:memory|supported|profile capability:zvec|supported|profile capability:vector|supported|profile capability:embeddings|supported|profile capability:ollama|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "label": "Vendor",
    "value": "Kaiporalabs",
    "category": "vendor",
    "href": "https://github.com/kaiporalabs/openclaw-memory-zvec#readme",
    "sourceUrl": "https://github.com/kaiporalabs/openclaw-memory-zvec#readme",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-30T06:41:34.220Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "MCP, OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-30T06:41:34.220Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/npm-kaiporalabs-openclaw-memory-zvec/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]

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