Atlas / MCP servers / ohad6k / Ditto

DittoCAUTION

mcp/ohad6k/ditto-1

Mine your Claude Code and Codex logs into a local you.md agent profile.

Verdict
CAUTION
Grade
F
Trust score
59 /100
Exposed tools
—
Transport
stdio
License
MIT
Stars
292
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Emulo

Mine the messages you typed to your coding agents into a you.md profile, every rule with dated receipts, and install it where your agent can read it.

Your real coding-agent sessions already contain the rules you never wrote down: what “done” means, what you reject on sight, how you debug, how you design UI, and how you write when you are actually working.

Emulo mines selected evidence from those sessions (Claude Code, Codex, Copilot CLI, OpenCode, and Google Antigravity logs out of the box) into a private working profile, where every rule carries dated quotes from your own messages, and installs it where your agent can read it. The agent mining flow writes separate files for work, design,

Read from source at commit 3b20a5508b9fOBSERVED · 2026-10-06
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code (pypi)
claude mcp add emulo -- uvx emulo==0.6.7 mcp
03

Trust audit

CAUTIONgrade F · trust 59/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeWARN
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
declared (10 observation(s))
Network
declared (5 observation(s))
Shell
none-observed
Dependencies
not all pinned
Secrets in source
found

Findings (25)

MEDIUMHard-coded secrets · secret.db_uri · CWE-798, CWE-321
site/scan.test.cjs:92
'postgres://app:s3cr3tpw@localhost:5432/db', 'DATABASE_URL=postgresql://app:hunter2@localhost/app_dev',
MEDIUMHard-coded secrets · secret.db_uri · CWE-798, CWE-321
site/scan.test.cjs:93
'mysql://root:rootpw@dbhost:3306/shop', 'redis://:redispass@localhost:6379/0',
MEDIUMHard-coded secrets · secret.db_uri · CWE-798, CWE-321
site/scan.test.cjs:94
'amqp://guest:guestpw@rabbit:5672/', 'jdbc:postgresql://svc:pw1@localhost/x', 'postgres://u:p@ss@localhost/db',
MEDIUMHard-coded secrets · secret.db_uri · CWE-798, CWE-321
site/scan.test.cjs:95
'mongodb+srv://admin:[email protected]/test',
MEDIUMHard-coded secrets · secret.db_uri · CWE-798, CWE-321
tests/test_emulo.py:211
"postgres://app:s3cr3tpw@localhost:5432/db":
MEDIUMHard-coded secrets · secret.github · CWE-798, CWE-321
tests/test_copilot_source.py:248
user_message("push with token ghp_abcdefghijklmnopqrstuvwxyz012345"),
MEDIUMHard-coded secrets · secret.github · CWE-798, CWE-321
tests/test_copilot_source.py:252
self.assertNotIn("ghp_abcdefghijklmnopqrstuvwxyz012345", stats["records"][0]["text"])
LOWInventory / provenance · inv.hidden_file · CWE-1104
.codexignore
.codexignore
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
.vercelignore
.vercelignore
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
cloud/worker/.dev.vars.example
.dev.vars.example
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
cloud/worker/src/index.ts:32
import emuloIcon from "../../../assets/emulo-oauth.png";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
cloud/worker/src/legal-pages.ts:1
import legalStylesText from "../../../site/legal.css";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
cloud/worker/src/legal-pages.ts:2
import privacyHtml from "../../../site/privacy.html";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
cloud/worker/src/legal-pages.ts:3
import refundsHtml from "../../../site/refunds.html";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
cloud/worker/src/legal-pages.ts:4
import termsHtml from "../../../site/terms.html";
LOWObfuscation / stealth · obf.base64_blob · CWE-506, CWE-94
site/bench.html:29
src:url(data:font/woff2;base64,d09GMgABAAAAADl0ABEAAAAAoSAAADkQAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGkwbhlIchlYGYACEWAhACYJzERAKgookgetwC4QyAAE2AiQDiGAEIAWDOgeJaQyDNBuPjiXK7ZMCdAeAD68sLSjYNundjkTR3nNoNDKCj
LOWObfuscation / stealth · obf.base64_blob · CWE-506, CWE-94
site/bench.html:37
src:url(data:font/woff2;base64,d09GMgABAAAAADooABEAAAAAoqQAADnGAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGkwbhnYchlYGYACEWAhECYJzERAKgox0ge84C4QyAAE2AiQDiGAEIAWDGgeJaQyDYBuLkCVsm0b04DwA0WX3d5KjCDYOINrg9SiCjQMCG
LOWObfuscation / stealth · obf.base64_blob · CWE-506, CWE-94
site/bench.html:45
src:url(data:font/woff2;base64,d09GMgABAAAAAJYEABMAAAABUBgAAJWSAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGoJfG4G8JhyMBD9IVkFSjGwGYD9TVEFUgQ4AhSwvYBEICoHzJIHBKQuEfgAwgaJcATYCJAOJYAQgBYoGB41zDAdbVTNxI5pjxyviqnQbA
LOWObfuscation / stealth · obf.base64_blob · CWE-506, CWE-94
site/bench.html:53
src:url(data:font/woff2;base64,d09GMgABAAAAAJYEABMAAAABUBgAAJWSAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGoJfG4G8JhyMBD9IVkFSjGwGYD9TVEFUgQ4AhSwvYBEICoHzJIHBKQuEfgAwgaJcATYCJAOJYAQgBYoGB41zDAdbVTNxI5pjxyviqnQbA
LOWObfuscation / stealth · obf.decode_call · CWE-506, CWE-94
cloud/worker/src/continuity-routes.ts:48
const binary = atob(value.replaceAll("-", "+").replaceAll("_", "/") + "=".repeat((4 - value.length % 4) % 4));
LOWObfuscation / stealth · obf.decode_call · CWE-506, CWE-94
emulo.py:1731
return None if value is None else base64.b64decode(value.encode("ascii"), validate=True)
LOWObfuscation / stealth · obf.decode_call · CWE-506, CWE-94
emulo_autopilot/continuity.py:44
decoded = base64.b64decode(
LOWObfuscation / stealth · obf.decode_call · CWE-506, CWE-94
emulo_autopilot/continuity_crypto.py:49
decoded = base64.b64decode(
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
cloud/worker/package.json
@types/node
Why it matters. 1 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
jsdom
Why it matters. 1 dependency range(s) float
Fix. pin exact versions or ship a lockfile

Gates applied: no_behavioural_pass.

Audited 2026-10-06 · audit v0.4.1 · source sha 3b20a5508b9ffull audit observations/trust-audit/mcp-server/ohad6k__ditto-1.json · Report an issue / request a re-scan
04

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-063b20a5508b9fCAUTIONF59first audit
05

Questions

What is the Ditto MCP server?

Mine your Claude Code and Codex logs into a local you.md agent profile.

Is Ditto safe to connect to an agent?

With care. The audit graded it F (59/100) and found 25 things worth knowing before you trust this server, listed below with the exact line each was found on.

What credentials does Ditto need?

It reads GITHUB_CLIENT_SECRET, GOOGLE_CLIENT_SECRET, POLAR_ACCESS_TOKEN and POLAR_WEBHOOK_SECRET from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does Ditto run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as emulo-site at 0.6.7.

How current is this page?

The grade is for one exact copy of the source (3b20a5508b9f), read on 2026-10-06. The repository is watched and re-audited when it changes.

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