memmesh-plugins

A local memory system for AI agents that stores information in SQLite, a small file-based database. It can recall knowledge by type and scope, and can synchronize local data with a server.

In plain words
What is it for?
Use it to save and retrieve project knowledge, connect an agent to persistent memory through MCP, and synchronize memory when needed.
Why use it?
It helps an agent retain useful information across sessions instead of starting with an empty context each time. The local-first design keeps the main data on your computer.

Plugin for Claude Code

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code
/plugin marketplace add ThinkfleetAI/memmesh
agentmods
npx agentmods add plugins/thinkfleetai/memmesh/marketplace
Clone the repo
git clone --depth 1 https://github.com/ThinkfleetAI/memmesh

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

memmesh-plugins scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude-plugin/marketplace.json · 19 lines

What it actually says

{
  "name": "memmesh-plugins",
  "owner": {
    "name": "ThinkFleet",
    "email": "[email protected]"
  },
  "metadata": {
    "description": "Official MemMesh plugins for Claude Code and other agents"
  },
  "plugins": [
    {
      "name": "memmesh",
      "source": "./integrations/memmesh-plugin",
      "description": "MemMesh — persistent, local-first memory for AI agents. Bi-temporal knowledge graph, typed/scoped recall, and local↔server sync, over MCP; runs from one binary on SQLite with no mandatory LLM calls (your agent's own model does any extraction). Calibrated prediction & behavior discovery available in hosted mode.",
      "version": "0.1.1"
    }
  ]
}
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 19 lines scan A fe08f17d6531

Subscribe to this mod's changes

memmesh-plugins is a plugin published in the GitHub repository ThinkfleetAI/memmesh (440 stars, last pushed 7d ago), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.