Xpersona

Crawler Summary

@n24q02m/mnemo-plugin answer-first brief

Universal Memory Plugin for OpenCode & Claude Code (Powered by mnemo-mcp) Mnemo Plugin $1 $1 $1 Universal Memory Plugin for $1 & $1 -- Powered by $1. Gives your AI coding assistant **persistent memory** across sessions. Facts, preferences, architectural decisions, and project rules are stored permanently and automatically loaded into context. Features - **Persistent Memory** -- Facts survive across sessions, restarts, and context compaction - **Automatic Capture** -- Detects user preferenc Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

@n24q02m/mnemo-plugin is best for opencode, claude-code, mcp workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 89/100

@n24q02m/mnemo-plugin

Universal Memory Plugin for OpenCode & Claude Code (Powered by mnemo-mcp) Mnemo Plugin $1 $1 $1 Universal Memory Plugin for $1 & $1 -- Powered by $1. Gives your AI coding assistant **persistent memory** across sessions. Facts, preferences, architectural decisions, and project rules are stored permanently and automatically loaded into context. Features - **Persistent Memory** -- Facts survive across sessions, restarts, and context compaction - **Automatic Capture** -- Detects user preferenc

MCPself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

N24q02m

Artifacts

0

Benchmarks

0

Last release

1.2.3

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. 1 GitHub stars reported by the source. Last updated 2/25/2026.

View Source

Setup snapshot

git clone https://github.com/n24q02m/mnemo-plugin.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

N24q02m

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

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

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

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

Self-declaredGITHUB MCP

Extracted files

0

Examples

4

Snippets

0

Languages

typescript

Executable Examples

text

AI Coding Assistant
  |
  +-- mnemo-plugin (TypeScript) ........... hooks (proactive)
  |     |
  |     +-- bridge -> mnemo-mcp subprocess
  |
  +-- mnemo-mcp (Python, standalone) ..... tools (reactive)
        |-- SQLite FTS5 (keyword search)
        |-- Qwen3 embeddings (semantic search)
        |-- rclone sync (backup)

json

{
  "plugin": ["@n24q02m/mnemo-plugin@latest"],
  "mcp": {
    "mnemo": {
      "type": "local",
      "command": ["uvx", "--python", "3.13", "mnemo-mcp@latest"],
      "environment": {
        "LOG_LEVEL": "WARNING"
      },
      "enabled": true
    }
  }
}

text

/plugin marketplace add n24q02m/mnemo-plugin
/plugin install mnemo-plugin@n24q02m

bash

# Setup
mise run setup

# Development
pnpm dev

# Quality checks
pnpm check        # biome + tsc
pnpm test          # vitest
pnpm build         # tsc + cli bundle

# Shortcuts
mise run lint
mise run test
mise run fix

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Universal Memory Plugin for OpenCode & Claude Code (Powered by mnemo-mcp) Mnemo Plugin $1 $1 $1 Universal Memory Plugin for $1 & $1 -- Powered by $1. Gives your AI coding assistant **persistent memory** across sessions. Facts, preferences, architectural decisions, and project rules are stored permanently and automatically loaded into context. Features - **Persistent Memory** -- Facts survive across sessions, restarts, and context compaction - **Automatic Capture** -- Detects user preferenc

Full README

Mnemo Plugin

CI npm License: MIT

Universal Memory Plugin for OpenCode & Claude Code -- Powered by mnemo-mcp.

Gives your AI coding assistant persistent memory across sessions. Facts, preferences, architectural decisions, and project rules are stored permanently and automatically loaded into context.

Features

  • Persistent Memory -- Facts survive across sessions, restarts, and context compaction
  • Automatic Capture -- Detects user preferences and constraints from chat (always/never/must/prefer patterns)
  • Adaptive Context Injection -- Smart budget system scales memory injection to model context window
  • Project-Scoped -- Memories auto-tagged with project name for relevant recall
  • Dual Platform -- Works with both OpenCode and Claude Code

Architecture

Full memory support requires both the plugin and the MCP server working together:

| Component | Role | Behavior | |-----------|------|----------| | Plugin (this package) | Proactive | Hooks: inject memories into system prompt, auto-capture constraints, preserve context on compaction | | MCP Server (mnemo-mcp) | Reactive | Tools: AI calls search/remember/forget when it decides to |

AI Coding Assistant
  |
  +-- mnemo-plugin (TypeScript) ........... hooks (proactive)
  |     |
  |     +-- bridge -> mnemo-mcp subprocess
  |
  +-- mnemo-mcp (Python, standalone) ..... tools (reactive)
        |-- SQLite FTS5 (keyword search)
        |-- Qwen3 embeddings (semantic search)
        |-- rclone sync (backup)

Prerequisites

  • Node.js >= 24
  • uv (for running mnemo-mcp via uvx)

Installation

Both plugin and MCP server are required for full functionality.

OpenCode

Add both to your opencode.json:

{
  "plugin": ["@n24q02m/mnemo-plugin@latest"],
  "mcp": {
    "mnemo": {
      "type": "local",
      "command": ["uvx", "--python", "3.13", "mnemo-mcp@latest"],
      "environment": {
        "LOG_LEVEL": "WARNING"
      },
      "enabled": true
    }
  }
}
  • Plugin provides hooks (system-prompt injection, auto-capture, compaction)
  • MCP server provides tools (mnemo_memory_add, search, delete, etc.)

Restart OpenCode after configuration.

Claude Code

The plugin bundles both MCP server and hooks in one install:

/plugin marketplace add n24q02m/mnemo-plugin
/plugin install mnemo-plugin@n24q02m

Restart Claude Code. The plugin automatically registers:

  • MCP server (uvx mnemo-mcp) for memory tools
  • SessionStart hook for health check

Tools (via MCP server)

The MCP server provides three mega-tools. See mnemo-mcp for full documentation.

| Tool | Actions | Description | |------|---------|-------------| | memory | add, search, list, update, delete, export, import, stats | Persistent memory CRUD and management | | config | status, sync, set | Server configuration and cloud sync | | help | -- | Full documentation for all tools |

Hooks (via plugin)

| Hook | Trigger | Description | |------|---------|-------------| | system-prompt | Session start | Injects relevant memories into system prompt with adaptive budget | | auto-capture | Session idle | Buffers chat messages and extracts constraints automatically | | compaction | Context compaction | Preserves memory context during session compaction |

Development

# Setup
mise run setup

# Development
pnpm dev

# Quality checks
pnpm check        # biome + tsc
pnpm test          # vitest
pnpm build         # tsc + cli bundle

# Shortcuts
mise run lint
mise run test
mise run fix

License

MIT

Contract & API

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

MissingGITHUB MCP

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/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
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Agent hubMore from this sourceMCP 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://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T03:29:19.132Z"
    }
  },
  "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": "opencode",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "claude-code",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mcp",
      "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": "plugin",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mnemo",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:opencode|supported|profile capability:claude-code|supported|profile capability:mcp|supported|profile capability:memory|supported|profile capability:plugin|supported|profile capability:mnemo|supported|profile capability:cli|supported|profile"
}

Facts JSON

[
  {
    "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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "N24q02m",
    "href": "https://github.com/n24q02m/mnemo-plugin#readme",
    "sourceUrl": "https://github.com/n24q02m/mnemo-plugin#readme",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:05:32.324Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:05:32.324Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/n24q02m/mnemo-plugin",
    "sourceUrl": "https://github.com/n24q02m/mnemo-plugin",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:05:32.324Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-n24q02m-mnemo-plugin/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
  }
]

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