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DeepMem

REMOTE · DEEPMEM.DEV · SCANNED SEP 27

Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.

Available components

0 this week 72 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security57
Transport & Reachability100
Schema Quality & AI Usability57
  • AI-judged instruction clarity (fair).Partial
  • Tool/resource definitions use about 267 tokens (~133/item across 2 items; 2 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
  • No destabilizing schema changes in the last 30 days.Pass
Tool Coverage67
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 0% of tool parameters carry a description.Fail
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 2 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the DeepMem MCP server?

DeepMem is a hosted endpoint at https://deepmem.dev/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · deepmem.dev

# add to Claude Code
claude mcp add --transport http deepmemteam-deepmem 'https://deepmem.dev/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "deepmemteam-deepmem": {
      "url": "https://deepmem.dev/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "deepmemteam-deepmem": {
      "type": "http",
      "url": "https://deepmem.dev/mcp"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.deepmemteam-deepmem]
url = "https://deepmem.dev/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "deepmemteam-deepmem": {
      "type": "remote",
      "url": "https://deepmem.dev/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add deepmemteam-deepmem --url 'https://deepmem.dev/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  deepmemteam-deepmem:
    url: "https://deepmem.dev/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "deepmemteam-deepmem": {
      "Transport": "http",
      "Url": "https://deepmem.dev/mcp"
    }
  }
}
# add to Vellum
assistant mcp add deepmemteam-deepmem -t streamable-http -u 'https://deepmem.dev/mcp'
// mcp.json
{
  "mcpServers": {
    "deepmemteam-deepmem": {
      "type": "http",
      "url": "https://deepmem.dev/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 25 Sept 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 19 Sept 26 0
    • Stability: 0.97 → pass security
  • 18 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

  • 15 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.

  • 13 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 77 to 80. That category is still filling its 30-day observation window: 23 days of observed history at the previous scan, 24 at this one. The score rises as the window fills, whether or not the server changes.

  • 11 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.

  • 9 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

  • 7 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 27 Sept 2026 · Probed https://deepmem.dev/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=deepmem.dev CN=WE1,O=Google Trust Services,C=US 22 Aug 2026 20 Nov 2026 ECDSA 256 ECDSA-SHA256 c32bd6995ba9d5070e5a1b71a34ee521
SANs: deepmem.dev, *.deepmem.dev
CN=WE1,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of deepmem.dev. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
dev. present 60074 8 Verified
deepmem.dev. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://deepmem.dev/mcp Verified 200
http (plaintext) http://deepmem.dev/mcp HTTPS enforced 301 https://deepmem.dev/mcp
MCP tools · 2 exposed · ~244 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
deepmem_search ~111

Search memories stored in DeepMemory using semantic search. Returns the most relevant memories for the given query, ranked by hybrid scoring (vector similarity + BM25 keyword match + entity boost + time decay). Use this to retrieve context from past conversations before responding to the user. Memories are scoped to the user_id provided during write.

NameTypeReqDescription
api_keystring––
querystringyes–
thresholdnumber––
top_kinteger––
user_idstring––

No output schema declared.

No examples provided.

deepmem_write ~133

Write conversation messages to DeepMemory for fact extraction and persistent storage. Messages are processed by an LLM to extract structured memories, which are then embedded and stored in a vector database for later semantic search. Set infer=True to enable LLM fact extraction (produces richer memories but costs one LLM call). Set infer=False to store raw messages without extraction. Returns a list of memory IDs for successfully stored facts.

NameTypeReqDescription
agent_id–––
api_keystring––
inferboolean––
messagesarrayyes–
run_id–––
user_idstring––

No output schema declared.

No examples provided.

Common questions

What is the DeepMem MCP server?

DeepMem is an MCP server listed in the public MCP registry as io.github.deepmemteam/deepmem. Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically. This page covers its hosted endpoint (https://deepmem.dev/mcp).

Is the DeepMem MCP server safe to use?

DeepMem scores 72 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the DeepMem MCP server expose?

DeepMem exposes 2 tools: deepmem_write, deepmem_search. Their descriptions and schemas cost roughly 244 tokens of context every time the server is loaded.

Does the DeepMem MCP server require authentication?

No. We connected to DeepMem without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the DeepMem MCP server still maintained?

DeepMem is still listed as active in the MCP registry. We last reached this channel on 27 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.