Measured 29-31 July 2026 · re-measurable

How Conarium compares

Including the five places where other projects are clearly ahead of us. Every number on this page comes with the command to re-measure it, because a comparison written by a vendor is worth exactly as much as its verifiability.

Read this first

Conarium is the smallest project on this page. 2 GitHub stars against Bifrost's 6,861 and Docker's 1,510. If adoption is your primary selection criterion, stop reading and pick one of them — that is a legitimate way to choose infrastructure and we will not argue with it. Keep reading only if what you need is content-level masking with an audit trail you can verify yourself, which is a narrower thing than a gateway.

The table

Star counts and last-commit dates were read from the GitHub API on 29 July 2026 (hoop.dev added 31 July 2026). Capability columns come from each project's own README or docs. “Not documented” means we could not find it documented — it does not mean the product lacks it. If we got something wrong about your project, email us and we will correct this page.

ProjectStarsLast commitModel Content maskingAudit trailCoverage reconciliationPer-user identityMulti-tenantSOC 2
Conarium22026-07-24MIT, self-host Yes — primary design goal, deterministic Yes — hash-chained, checker in repo Yes — conarium-reconcile compares the database's own per-role query counters against the receipts for the same window Partial — names the person when per-user tokens are configured; token file, not OAuth/SSO NoNo
hoop.dev7722026-07-30MIT, self-host Yes — Live Data Masking, wire level Yes — session recording & replay (no signed, offline-verifiable receipt found) Not documented Yes — tied to IdP userNot documentedYes — Type II
Lasso MCP Gateway3812026-01-22 (6 months)Open source Yes — Presidio / Basic plugins Yes — Xetrack Not documented Not documentedNot documentedNot documented
Bifrost (Maxim AI)6,8612026-07-28Open source, self-host Not documented Yes Not documented Yes — virtual keysYesNot documented
Docker MCP Gateway1,5102026-07-23Open source Not documented Not documented Not documented NoNon/a
MintMCPn/a (SaaS)n/aSaaS, price on request Not documented Yes Not documented Yes — SSO, SCIMYesYes — Type II
Lunar MCPX4732026-07-28Self-host / enterprise Implied, not documented Yes Not documented Enterprise tierYesYes — Type II

Where they are ahead of us

Five things. We are not going to bury them at the bottom of a feature grid.

Where we are different

Different, not better. These are design choices with costs attached.

Verify this page yourself

Do not take the numbers on trust. They took about a minute to gather:

# Stars and last commit for every open-source project above
for r in dogrucanemek-alt/conarium hoophq/hoop lasso-security/mcp-gateway \
         maximhq/bifrost docker/mcp-gateway TheLunarCompany/lunar; do
  gh api "repos/$r" --jq '"\(.full_name)  ★\(.stargazers_count)  \(.pushed_at)"'
done

# Our public demo — attach it to your own Claude and test the claims
# (synthetic data, public token, rate-limited)
https://demo.conarium.dev/t/conarium-public-demo-tryit-2026/mcp

# Or clone and run it end to end
git clone https://github.com/dogrucanemek-alt/conarium.git
cd conarium && npm install && npm run build

On the demo: ask for revenue and it answers. Ask for customer names and they come back [MASKED_PII]. Ask for the closed table and it is refused by policy, not hidden. The point is that the evidence comes out of your tool, not our marketing.


Found an error on this page — including one that favours us? → e.dogru@conarium.dev. We will correct it and note the correction.
Last measured 31 July 2026 · Technical overview · Source (MIT)
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