Skill 与 AgentSKILLS & AGENTS· MCP-SERVER

superlocalmemory

qualixar/superlocalmemory

Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253

根据公开文档整理，未运行实测；费用以项目官网为准。Based on public documentation, without runtime testing. Check the project site for pricing.

适用平台Platforms: claude-code · claude-desktop · windsurf · gemini-cli · vscode · opencode · copilot
已识别的要求Documented requirements: API key · Local runtime
许可LICENSE: AGPL-3.0

打开仓库Open repository 官网

能力CAPABILITIES

它能帮你做成什么What it helps you do

上手GET STARTED

怎么装How to install

NPM · Node.js

npm install -g superlocalmemory   # add --media to also turn on pictures and documents

选择与你的环境对应的方式。命令来自项目文档，未运行实测。Choose the option for your environment. Commands come from project documentation and have not been run-tested.

打开项目文档Open project documentation ↗

使用限制LIMITATIONS

限制与风险Limits and risk

以下要求与风险来自文档静态检查，未执行项目代码；扫描没有命中，不代表使用安全。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.

限制LIMITS

需检查Needs review

01需要 API KeyREQUIRES API KEY: 是Yes
02需要本地环境NEEDS LOCAL RUNTIME: 是Yes
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 需要本地环境Needs a local runtime

项目动态PROJECT ACTIVITY

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

12 OCT 202612 OCT 2026

增长GROWTH

+8.2%+8.2%

232 → 251 stars · 7 个快照232 → 251 stars · 7 snapshots

讨论DISCUSSION

1 SOURCES1 SOURCES

1 条外部提及1 external mentions

状态STATUS

持续活跃Active

相关讨论RELATED DISCUSSIONS

Show HN: SuperLocalMemory" AI brain that never bluffs: Laya, Jev, Google Gemma
HN_STORY · 4 points · 0 comments

PROVENANCE · 这些结论的依据是什么Where these conclusions come from

来源 URLSource URL: https://github.com/qualixar/superlocalmemory
原始数据哈希Raw data hash: 1c8e6ba0ca5a25a204ce13dca50d77e2
解析时间Parsed at: 2026-10-18T23:40:25.384Z
最后一次验证Last verified: 2026-10-18T22:12:35.305Z
增长测量时间Growth measured: —
发现查询Discovery queries: focus:token:code:save-tokens, focus:token:code:token-usage
分类来源Category source: rules
焦点Focus: token · motion (5)

完整解析证据 JSONFull parse evidence JSON

{
  "agents": [
    {
      "agent": "claude-code",
      "evidence": "tree: .claude-plugin/"
    },
    {
      "agent": "claude-desktop",
      "evidence": "readme: …codex, cursor, windsurf, zed, claude-desktop, jetbrains, opencode ... ```…"
    },
    {
      "agent": "windsurf",
      "evidence": "readme: …# or codex, cursor, windsurf, zed, claude-desktop, jetbrai…"
    },
    {
      "agent": "gemini-cli",
      "evidence": "readme: …| **Windsurf, Zed, JetBrains, Gemini CLI, OpenCode, Continue** | Run `…"
    },
    {
      "agent": "vscode",
      "evidence": "readme: …r`, then restart Cursor | | **VS Code** (Copilot chat in the editor…"
    },
    {
      "agent": "opencode",
      "evidence": "readme: …d, claude-desktop, jetbrains, opencode ... ``` **pip**, the other p…"
    },
    {
      "agent": "copilot",
      "evidence": "readme: …start Cursor | | **VS Code** (Copilot chat in the editor) | Install the…"
    }
  ],
  "apiKey": "sets `SLM_MESH_PEER_URL` and `SLM_MESH_SHARED_SECRET` for their daemons; then peers and mess",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 1,
      "dev-tools": 0,
      "indie-web": 0,
      "skill-agent": 12,
      "productivity": 0
    },
    "primary": "skill-agent",
    "secondary": "mcp-server"
  },
  "localRuntime": "cription finds the image. OCR runs locally too, every PDF page is indexed by its p",
  "skillMdTotal": 131,
  "skillMdErrors": [],
  "treeTruncated": false,
  "categoryScores": {
    "data": 11,
    "agent": 0,
    "media": 0,
    "design": 0,
    "browser": 0,
    "devtool": 1,
    "security": 0,
    "marketing": 0,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "60 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "server.json (MCP registry manifest)",
      "weight": 0.85
    },
    {
      "signal": "python dependency on mcp / fastmcp + MCP framing",
      "weight": 0.8
    },
    {
      "signal": "README describes a Claude / Agent Skill",
      "weight": 0.7
    },
    {
      "signal": "Claude Code plugin manifest",
      "weight": 0.7
    },
    {
      "signal": "MCP topic + README",
      "weight": 0.6
    },
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme",
    "SKILL.md",
    "antigravity-plugin/skills/slm-bot-memory/SKILL.md",
    "antigravity-plugin/skills/slm-cache/SKILL.md",
    "antigravity-plugin/skills/slm-compress/SKILL.md",
    "antigravity-plugin/skills/slm-getting-started-bot/SKILL.md",
    "antigravity-plugin/skills/slm-governance/SKILL.md",
    "antigravity-plugin/skills/slm-graph/SKILL.md",
    "antigravity-plugin/skills/slm-loop/SKILL.md",
    "antigravity-plugin/skills/slm-media/SKILL.md",
    "antigravity-plugin/skills/slm-mesh/SKILL.md",
    "antigravity-plugin/skills/slm-profile/SKILL.md",
    "antigravity-plugin/skills/slm-recall/SKILL.md",
    "antigravity-plugin/skills/slm-remember/SKILL.md",
    "antigravity-plugin/skills/slm-scope/SKILL.md",
    "antigravity-plugin/skills/slm-session/SKILL.md",
    "antigravity-plugin/skills/slm-status/SKILL.md",
    "antigravity-plugin/skills/slm-web-access/SKILL.md",
    "clawhub-skill/superlocalmemory/SKILL.md",
    "codex-plugin/skills/slm-bot-memory/SKILL.md",
    "codex-plugin/skills/slm-cache/SKILL.md",
    "codex-plugin/skills/slm-compress/SKILL.md",
    "codex-plugin/skills/slm-getting-started-bot/SKILL.md",
    "codex-plugin/skills/slm-governance/SKILL.md",
    "codex-plugin/skills/slm-graph/SKILL.md",
    "codex-plugin/skills/slm-loop/SKILL.md",
    "codex-plugin/skills/slm-media/SKILL.md",
    "codex-plugin/skills/slm-mesh/SKILL.md",
    "codex-plugin/skills/slm-profile/SKILL.md",
    "codex-plugin/skills/slm-recall/SKILL.md",
    "codex-plugin/skills/slm-remember/SKILL.md",
    "codex-plugin/skills/slm-scope/SKILL.md",
    "codex-plugin/skills/slm-session/SKILL.md",
    "codex-plugin/skills/slm-status/SKILL.md",
    "codex-plugin/skills/slm-web-access/SKILL.md",
    "cursor-plugin/cursor-skills/slm-bot-memory/SKILL.md",
    "cursor-plugin/cursor-skills/slm-cache/SKILL.md",
    "cursor-plugin/cursor-skills/slm-compress/SKILL.md",
    "cursor-plugin/cursor-skills/slm-getting-started-bot/SKILL.md",
    "cursor-plugin/cursor-skills/slm-governance/SKILL.md",
    "cursor-plugin/cursor-skills/slm-graph/SKILL.md",
    "cursor-plugin/cursor-skills/slm-loop/SKILL.md",
    "cursor-plugin/cursor-skills/slm-media/SKILL.md",
    "cursor-plugin/cursor-skills/slm-mesh/SKILL.md",
    "cursor-plugin/cursor-skills/slm-profile/SKILL.md",
    "cursor-plugin/cursor-skills/slm-recall/SKILL.md",
    "cursor-plugin/cursor-skills/slm-remember/SKILL.md",
    "cursor-plugin/cursor-skills/slm-scope/SKILL.md",
    "cursor-plugin/cursor-skills/slm-session/SKILL.md",
    "cursor-plugin/cursor-skills/slm-status/SKILL.md",
    "cursor-plugin/cursor-skills/slm-web-access/SKILL.md",
    "docs/web-agents/superlocalmemory-web/SKILL.md",
    "hermes-plugin/skills/slm-bot-memory/SKILL.md",
    "hermes-plugin/skills/slm-cache/SKILL.md",
    "hermes-plugin/skills/slm-compress/SKILL.md",
    "hermes-plugin/skills/slm-getting-started-bot/SKILL.md",
    "hermes-plugin/skills/slm-governance/SKILL.md",
    "hermes-plugin/skills/slm-graph/SKILL.md",
    "hermes-plugin/skills/slm-loop/SKILL.md",
    "hermes-plugin/skills/slm-media/SKILL.md",
    "hermes-plugin/skills/slm-mesh/SKILL.md"
  ],
  "skillMdFetched": 60
}