Mneme

io.github.patsa2561-art由 GitHub 账号 patsa2561-art 发布v0.35.0更新于 Oct 25, 2026

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

概览

AI 生成的概览

Mneme 是面向 AI 编程助手的本地记忆与信任层,索引 git 历史与代码并通过 MCP 提供,附带签名验证与密钥保护。

可以做什么
按描述索引 git 历史与代码,让助手跨会话、跨厂商回忆仓库上下文;清单未列出工具,具体操作无法确认。README 描述了一个更广的本地边界:筛查发往托管模型的流量、遮蔽密钥、对破坏性命令要求共同签署,并为每一步生成可离线验证的签名账本。还宣称提供幻觉检查、代理安全评分、AI 输出的签名信任证书,以及存放在 git 中的跨代理上下文护照。另有工具发现层,声称可用一句话在 900 多个工具中定位合适的工具。据称通过结构化文件骨架节省的 token 会计入签名账本。
适用场景
如果你希望助手跨会话记住代码与 git 上下文,并保留可离线核验的代理操作记录,可以考虑它。它更适合想要密钥泄露与破坏性命令防护的开发者,而不只是单纯的代码索引。
运行要求
通过 npx 从 npm 包 mneme-ai 以本地 stdio 进程运行;README 还描述了全局安装和每个仓库一次的初始化步骤。未声明认证、环境变量或请求头。README 提到可通过 Telegram、LINE、Slack、Discord 或 WhatsApp 进行可选的手机审批,这需要各自单独配置。
安装前请注意
README 提出非常强的说法(900 多个工具、近乎完美的精确率、唯一经机器验证的营销),此处无法独立证实。它描述会筛查发往托管模型的流量、遮蔽密钥并对破坏性命令共同签署,请先弄清它拦截什么、什么会离开你的机器。可选的手机审批渠道会把摘要与哈希发送到设备之外。清单未列出任何工具,依赖前请核实实际能力。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Mneme,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

[μνήμη · Mneme]

The Trust & Cost Layer for AI Agents

One local-first, signed boundary every AI agent crosses — it verifies before it acts, keeps your code & secrets from leaking to the model, remembers across sessions & vendors, and meters the tokens it saves you. Every number is measured — no hype, no fabricated metric.

μνήμη · NEE-meh · Greek for "memory."  ·  Vendor-neutral · MIT · air-gap-ready · 20,000+ pinned tests.



[npm] [GitHub Marketplace] [MCP tools] [GAUNTLET] [TRUTH GATE] [license MIT]


🛡 The world's only machine-verified marketing. Every public claim binds to a probe; CI fails the build if even one drifts. The Public Honesty Ledger is Ed25519-signed and verifies offline (mneme truthproof verify) — the badge above cannot be faked green.


New here? → 60-second start · try it free → xray.mneme-ai.space (paste any public repo) · don't read the 900-tool list — your agent searches it for you.


What it is, in one picture

You let AI agents read your code, touch your machine, and call hosted models. Mneme is the local, signed boundary every one of those actions crosses — it guards, verifies, and remembers, so you move at full speed and can prove what happened, offline, without trusting the vendor.

mermaid
flowchart LR    AGENT["🤖 Any AI agent<br/>Claude · GPT · Gemini · Grok · Cursor"]:::agent    subgraph MNEME["🧠 MNEME · one local boundary · signed · MIT"]        direction TB        GUARD["🛡 GUARD<br/>injection firewall · secret-blinding · destructive-cmd co-sign"]:::guard        VERIFY["🔍 VERIFY<br/>catch hallucinations · grade agent security · certify output"]:::verify        MEM["♾ REMEMBER<br/>signed cross-vendor memory + verified context"]:::mem    end    MODEL["☁️ Hosted model"]:::ext    MACHINE["💻 Your code &amp; machine"]:::ext    LEDGER["📜 Offline-verifiable receipt"]:::ledger    AGENT <--> MNEME    MNEME <-->|screened| MODEL    MNEME <-->|gated| MACHINE    MNEME -->|signs every step| LEDGER    classDef agent fill:#0b1020,stroke:#00d4ff,color:#ffffff;    classDef guard fill:#11182f,stroke:#c084fc,color:#e6e6f0;    classDef verify fill:#11182f,stroke:#22d3ee,color:#e6e6f0;    classDef mem fill:#11182f,stroke:#f0b429,color:#e6e6f0;    classDef ext fill:#0b1020,stroke:#2da44e,color:#ffffff;    classDef ledger fill:#1a1206,stroke:#f0b429,color:#ffffff;

Measured · Signed · MIT. When Mneme can't prove something it says UNKNOWN instead of guessing — that discipline is the product.


The capabilities

Each is a runnable command + a deterministic test (gauntlet=100) + a signed, offline-verifiable result. Tap a row for the full story.

CapabilityWhat it doesDetail
🌌Singularity SearchFind the right tool among 900+ from one sentence (EN/Thai) — so no capability is ever invisible to an agent. top-3 ≥98.5%→
🧠Hallucination ProtectionThe last gate before an agent answers — a mesh of nerves reflex-blocks any hard fault, abstains when unsure. precision-when-TRUSTED = 1.0→
🛡Agent Security PostureGrade an agent's whole safety surface in one signed A–F report: MUTAGEN derives novel attack variants vs its guardrail · ESCALON finds tool-chain privilege-escalation paths + poisoned tools. postureGauntlet=100→
📜Public Honesty LedgerEvery public claim binds to a probe; CI fails the build if one drifts. A signed ledger anyone verifies offline — the badge can't be faked green. zero-drift→
🎗️Verified-by-MnemeA signed trust certificate for AI-worker output — never certifies a deliverable with a known fault. CERTIFIED-precision 1.0→
🛂The Context PassportCross-agent verified context that lives in git — what one agent learns, the next inherits; poison is screened out. TRUST-precision 1.0→
🚢The ArkAccountable AI reproduction — a child agent inherits values + scars + verified context and can only NARROW authority. a malicious birth is never approved→
🌌CosmosCompress memory into a seed, inflate only the slice a problem needs; entangled-gravity retrieval visits far fewer nodes than a scan. ≥98.5%→
🎖Agent Run CertificateA portable signed proof of an agent's whole run that anyone verifies offline — and that can't lie about itself.→
🛤The Matrix RailOne signed, streaming pipe every agent crosses — reachable three ways: MCP · gRPC · CLI over a single core.→
🏛The Agent GovernorSet a Charter once; your agents run inside it 24/7; you approve only the genuinely-irreversible escalations.→
🔭−95.9% tokensOrient on a file's full structure for a skeleton instead of a raw read — the saving metered into a signed ledger.→

More: 💗 THYMOS (an auditable affective core) · 🛰 APHELION (governance with no cloud) · 🧬 Architectural Regression Firewall · 🚀 in-process SDK (30-80× faster) · 🤖 cross-vendor Byzantine consensus.


🩻 Try it live — no install

Paste any public repo and get a signed result in seconds:

🩻 review — graded Codebase Accountability Report🎗️ certify — trust certificate for AI output🎭 persona — each dev's commit style
🔮 seance — why a file is the way it is🧭 brief — git-native repo context🚢 ark — accountable agent reproduction

Deterministic · signed · no LLM — every finding traces to a real file. see all 10 checks →


⚡ Install in 60 seconds — you never type a command

Say one sentence to any AI agent you already use:

"Install Mneme from https://github.com/patsa2561-art/mneme-ai per the AI agent contract."

It reads the contract and runs everything (detect → npm i -g mneme-ai → mneme init → mneme mcp --install → verify). You speak; the AI does the tooling. Then restart your AI tool once so it loads the MCP tools. Need an update later? Just say "update Mneme to the latest" — it never upgrades itself behind your back.

Works in: 🦋 Claude Code · 🟦 Cursor · 🟢 Codex · 🟣 Continue · 🟡 Cline · ⚡ Zed · 🤖 Aider · 💎 Gemini CLI · 🚀 Grok CLI · 🧬 Windsurf · or browser-only AI ("set up Mneme browser polygraph").

Prefer to type the commands yourself?
bash
npm install -g mneme-aimneme init                  # one-time per repomneme mcp --install         # auto-detects your AI client# restart your AI tool; first MCP call: mneme.welcome

🤖 For AI agents — read this first

You self-discover and run everything. The user never types a command — you execute on their behalf.

  1. mneme boot — the task → tool decision table (when to use each tool).
  2. mneme.discover { query } — describe any intent in one sentence → the right tool among 900+ (so nothing is invisible to you).
  3. Read the ## Mneme command manifest auto-injected into your CLAUDE.md / AGENTS.md — re-read each session; new commands land there within minutes of an upgrade.

Deep dive → docs/AI_AGENT_CONTRACT.md · the rows are signals, not commands — reliable activation comes from the manifest + the opt-in SessionStart hook.


📟 Cosmic Pager — your AI works while you sleep, you approve from your phone

Close the lid and walk away. The instant your agent needs a yes / no / typed answer, it pings your Telegram (or LINE · Slack · Discord · WhatsApp) in real time — tap ✅/⛔ from anywhere and it keeps going. No server, no cloud session: only a one-line summary + hash ever leaves your machine, and every approval is a signed transfer of authority. Busy? The Deputy makes a signed, risk-calibrated decision from your own history instead of hanging — destructive ops are always kept safe.

the 60-second bot setup + the architecture →


👤 Author

[Shinnapat Phunsriphatchalakul]

Shinnapat Phunsriphatchalakul

AI Software Engineer · Truth-Infrastructure Architect

Designer + sole maintainer of Mneme — built solo · MIT · 20,000+ pinned tests · dual-100 GAUNTLET + TRUTH GATE.

Open to: truth-infrastructure / AI-safety collaboration · safety-critical AI consulting · vendor partnerships (embed Mneme inside Cursor / Cline / Claude Code / Grok CLI) · full-time where the bottleneck is trust, not capability.


📦 npm · 💻 GitHub · 📘 Functions (EN) · 📗 ฟังก์ชั่น (ไทย) · 🤖 AI Agent Contract · 🏛 Enterprise · 📜 CHANGELOG · 📃 MIT


Mneme is the diamond in the dirt nobody saw the value of — cut and polished, it becomes the most valuable diamond in the world.
Made with care for every AI agent that wants to remember + verify + reason together.

来源:README.md,提交 7b6d5f3

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v0.35.0最新Sep 16, 2026

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