A connection to the remote mem0 service, which stores and searches memories for coding-agent sessions.

Use it for memory operations such as adding, finding, reading, updating, and deleting stored memories.

It gives the agent access to saved information that can be used across tasks and conversations.

mem0 — MCP server by mem0ai

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/mem0ai/mem0/mem0-plugin-mem0

Clone the repo

git clone --depth 1 https://github.com/mem0ai/mem0

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

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

mem0 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.

integrations/mem0-plugin/.mcp.json · 9 lines

What it actually says

{
  "mem0": {
    "type": "http",
    "url": "https://mcp.mem0.ai/mcp/",
    "headers": {
      "Authorization": "Token ${MEM0_API_KEY}"
    }
  }
}

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 23e4a4e16870

Subscribe to this mod's changes

mem0 is an MCP server published in the GitHub repository mem0ai/mem0 (64,360 stars, last pushed 3d ago), licensed Apache-2.0. 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 2026-08-30.

Chatbots Data and AI LLM Memory and context RAG Research ai chatgpt python

mem0

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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