Mneme

io.github.patsa2561-artPublished by GitHub account patsa2561-artv0.35.0Updated Oct 25, 2026

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

Overview

AI-generated overview

Mneme is a local memory and trust layer for AI coding assistants that indexes git history and code and exposes it over MCP, with signed verification and secret-

What you can do
Index git history and code so an assistant can recall repository context across sessions and vendors, per the description; the manifest lists no tools, so exact operations are unconfirmed. The README describes a broader local boundary: screening model traffic, blinding secrets, co-signing destructive commands, and signing an offline-verifiable ledger of each step. It also advertises hallucination checks, agent security grading, signed trust certificates for AI output, and a cross-agent context passport stored in git. A tool-discovery layer is claimed to route a one-sentence intent to the right tool among 900+. Token savings from structural file skeletons are said to be metered into a signed,
When to use it
Consider it if you want an assistant to remember code and git context across sessions and to keep a signed, offline-checkable record of what an agent did. It suits developers who want guardrails around secret exposure and destructive commands more than a plain code index.
Requirements
Runs as a local stdio process via npx from the npm package mneme-ai; the README also describes a global install and an init step per repository. No authentication, environment variables or headers are declared. The README mentions optional phone approvals through Telegram, LINE, Slack, Discord or WhatsApp, which would need their own setup.
Before you install
The README makes very strong claims (900+ tools, near-perfect precision, the only machine-verified marketing) that are not independently confirmed here. It describes screening traffic to hosted models, secret-blinding and co-signing destructive commands, so review what it intercepts and what leaves your machine. Optional phone approval channels send a summary and hash off-device. No tools are listed in the manifest, so verify actual capabilities before relying on them.

Installation

In SourceWeft

  1. Open Mneme in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

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.

Source: README.md at commit 7b6d5f3

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.35.0LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

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  • Auth declared10 pts

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  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts