World Model MCP

world-model-mcp is a signed audit memory server for AI coding agents, delivered as an MCP tool. Every event Ed25519-signed and Merkle-chained; offline-verifiable against pinned public keys. Hosted platform with hybrid post-quantum signing at etch.systems.

MCP Servers Python Listed MIT

Is World Model MCP safe? Promising trust profile, but some evidence still deserves review.

OSSF Scorecard 4.7 / 10
Provenance Attested
Signed commits 99%
Last push 11d ago
Compare World Model MCP
Suggest a correction

In detail: World Model MCP scores 68.4/100 (Grade B), ranked #369 of 1325 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: its packages ship with cryptographic provenance; OSSF Scorecard rates its supply-chain practices 4.7/10; 99% of recent commits are signed; last pushed 2026-09-15. Every point is earned from checkable signals — never paid placement. How scoring works →

How World Model MCP compares in MCP Servers

  1. #222 MCP Atlassian 68.5 +0.1
  2. #223 Figma Ui MCP 68.5 +0.1
  3. #224 World Model MCP 68.4 this agent
  4. #225 Edinet MCP 68.3 −0.1
  5. #226 Amazon Ads MCP 68.0 −0.4

Bars show each HVTrust score; the tick marks World Model MCP’s 68.4.

Where the 68.4 comes from

HVTrust dimensions vs the MCP Servers average

68.4 / 100 · 100.0% confidence

World Model MCP MCP Servers average (775 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
18.3 / 25
8.0 above avg 10.3
Identity / Provenance60% listing status · 40% build provenance
18.0 / 18
4.6 above avg 13.4
Transparency50% declared license · 50% OSSF Scorecard
12.5 / 17
in line with avg 12.2
Maintenance60% last-push freshness · 40% commit activity
13.2 / 20
1.1 above avg 12.1
AdoptionLog-scaled stars · package downloads
5.9 / 20
1.3 below avg 7.2

Quick Trust Read

What Would Improve It
Improve adoption to lift the weakest part of the trust profile.
Recent Changes
2026-09-24
Rank Moved
Rank dropped 11 spots (#355 → #366)
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, OpenAI
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.7/10. Tighten the weakest checks to improve public safety evidence.
41.0
Activity sub-score · out of 100
#224

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade B reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage B is separate — it grades how many independent signal types back the score (3 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-09-26 06:32 UTC · Repo last pushed 11 days ago

Rank Trend

2026-08-11 2026-09-26

Activity & Reach

Stars
22
Forks
4
Last Push
2026-09-15
11 days ago
Commits (4 wk)
2
Downloads (7d)
87
pypi
HN mentions (30d)
—
Open Issues
1
Rank Change
▲4
was #373

Analysis

Activity Inputs

41.0 / 100
StarsRepository reach
8.2 / 30
FreshnessLast push recency
23.5 / 25
ActivityRecent commits
6.0 / 25
CommunityFork signal
3.3 / 20

Supply Chain Trust

Package Provenance
Verified
pypi attestation
OSSF Scorecard
4.7 / 10
OpenSSF Scorecard · scanned Sep 24, 2026
Signed Commits
99%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 0
CI-Tests -1
CII-Best-Practices 0
Code-Review 0
Contributors 0
Dangerous-Workflow 10
Dependency-Update-Tool 0
Fuzzing 10
License 10
Maintained 10
Packaging 10
Pinned-Dependencies 0
SAST 0
Security-Policy 0
Signed-Releases -1
Token-Permissions 0
Vulnerabilities 10

Common questions about World Model MCP

World Model MCP has a mixed signal profile. Some trust indicators are present, others are missing. Whether it is safe for your use case depends on which gaps matter to you — review the breakdown below before adopting in production.
Does World Model MCP publish package provenance?
Yes. World Model MCP's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.
Does World Model MCP have an OpenSSF Scorecard?
World Model MCP has an OpenSSF Scorecard score of 4.7/10. The Scorecard checks for branch protection, signed releases, dependency updates, fuzzing, code review, and other supply-chain hygiene items. See the full check breakdown on this page.
Is World Model MCP actively maintained?
Maintained. Last push was 11 days ago.
What license does World Model MCP use?
World Model MCP ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are World Model MCP's commits signed?
99% of the last 100 commits to World Model MCP are verified-signed (GPG, SSH, S/MIME, or GitHub's signing flow). Signed commits help confirm that code was authored by who the commit claims.

Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.

AI agent surface

MCP, providers, tool surface
Scored in HVTrust

These runtime-trust fields — detected from public repo docs and manifests — contribute a bounded adjustment to this project's HVTrust score alongside supply-chain evidence. The exact values each field can add or subtract are documented in the methodology → Compare this surface across every listed agent in the capability matrix →

MCP Server Support
high confidence
Implemented
World Model MCP appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
2 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
None detected
No clear plugin system or broad tool surface detected.
Detailed evidence is not shown in the public view.
Package Provenance Drift
low confidence
Unknown
Package source metadata is missing or inconclusive
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live
How this surface has changed

Detected changes to World Model MCP's runtime surface and supply-chain posture, from daily public-signal snapshots. A change here means our detectors see something different — a genuinely changed capability, or better evidence of an existing one.

2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, OpenAI
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-23
Provenance Added
Package provenance attestation detected

Maintain World Model MCP?

For maintainers

HVTrust scores World Model MCP from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.

Reputation Timeline

Signal history
Rank 24Grade 3Listed 2HVTrust 2Score 1Scorecard 1Delisted 1Provenance 1MCP 1Surface 1
2026-09-24
Rank Moved
Rank dropped 11 spots (#355 → #366)
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, OpenAI
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-23
Provenance Added
Package provenance attestation detected
2026-09-23
Grade Changed
Trust grade D → B
2026-09-23
Rank Moved
Rank rose 599 spots (#954 → #355)
2026-09-23
HVTrust Changed
HVTrust up 43.0pts (25.7 → 68.7)
2026-09-22
Newly Listed
First tracked at rank #954
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-16
Rank Moved
Rank dropped 33 spots (#313 → #346)
2026-09-15
Rank Moved
Rank rose 27 spots (#340 → #313)
2026-09-11
Rank Moved
Rank dropped 10 spots (#322 → #332)
2026-09-08
Rank Moved
Rank dropped 10 spots (#306 → #316)
2026-09-07
Rank Moved
Rank dropped 16 spots (#290 → #306)
2026-09-05
Rank Moved
Rank dropped 40 spots (#245 → #285)
2026-09-04
Rank Moved
Rank dropped 12 spots (#233 → #245)
2026-09-03
Rank Moved
Rank dropped 34 spots (#199 → #233)
2026-09-01
Rank Moved
Rank dropped 10 spots (#187 → #197)
2026-08-31
Rank Moved
Rank dropped 27 spots (#160 → #187)
2026-08-29
Scorecard Added
OSSF Scorecard: 4.7/10
2026-08-29
Grade Changed
Trust grade C → B
2026-08-29
Rank Moved
Rank rose 144 spots (#312 → #168)
2026-08-29
HVTrust Changed
HVTrust up 8.2pts (63.0 → 71.2)
2026-08-29
Activity Score Changed
Activity score down 6pts (51 → 46)
2026-08-26
Rank Moved
Rank dropped 24 spots (#284 → #308)
2026-08-25
Rank Moved
Rank dropped 11 spots (#273 → #284)
2026-08-24
Rank Moved
Rank rose 18 spots (#291 → #273)
2026-08-23
Rank Moved
Rank dropped 26 spots (#265 → #291)
2026-08-21
Rank Moved
Rank dropped 10 spots (#253 → #263)
2026-08-19
Rank Moved
Rank dropped 17 spots (#235 → #252)
2026-08-17
Rank Moved
Rank rose 11 spots (#245 → #234)
2026-08-16
Rank Moved
Rank dropped 11 spots (#234 → #245)
2026-08-13
Rank Moved
Rank dropped 20 spots (#216 → #236)
2026-08-12
Grade Changed
Trust grade B → C
2026-08-12
Rank Moved
Rank rose 15 spots (#231 → #216)
2026-08-10
Rank Moved
Rank dropped 20 spots (#209 → #229)
2026-08-08
Newly Listed
First tracked at rank #202

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 68.4 Grade B
Markdown:
[![HVTrust](https://hvtracker.net/badge/world-model-mcp.svg)](https://hvtracker.net/agents/world-model-mcp)
HTML:
<a href="https://hvtracker.net/agents/world-model-mcp"><img src="https://hvtracker.net/badge/world-model-mcp.svg" alt="HVTrust"></a>

Other agents in MCP Servers

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON