What is trinity-memory?

A local MCP server that provides shared memory for multiple AI agents. It includes storage, search, a GraphQL interface, and coordination across a cluster of computers.

Use it for shared agent knowledge, searchable notes, and memory coordination in multi-agent systems, including systems that need Chinese-language retrieval.

It helps several agents retain and retrieve information together instead of keeping separate, disconnected memories.

trinity-memory — MCP server by trinity-tick

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.

agentmods

npx agentmods add mcp/trinity-tick/trinity/trinity-memory

Clone the repo

git clone --depth 1 https://github.com/trinity-tick/trinity

Made for: Claude Code, Codex, Cursor.

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

trinity-memory 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 yesterday.

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.

server.json · 9 lines

What it actually says

{
  "trinity-memory": {
    "command": "uvx",
    "args": [
      "trinity-memory"
    ],
    "env": {}
  }
}

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.

yesterday First seen · 9 lines scan A 071778ba5c5d

Subscribe to this mod's changes

trinity-memory is an MCP server published in the GitHub repository trinity-tick/trinity (1 stars, last pushed 3d ago), licensed MIT. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. 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 2026-08-31.

Backend and APIs Data and AI LLM Memory and context agent-memory agi embeddings knowledge-graph long-term-memory

trinity-memory

Getting it into your agent

Grade A, and why

Nothing flagged

What it actually says

What this file has done since we first saw it

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