Graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Protocols & Tool Integration Python Listed Apache-2.0

Is Graphify safe? Promising trust profile, but some evidence still deserves review.

OSSF Scorecard 3.8 / 10
Provenance None
Signed commits 0%
Last push yesterday
Compare Graphify

How does it stack up against its Protocols & Tool Integration neighbours?

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In detail: Graphify scores 55.4/100 (Grade C), ranked #804 of 1371 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 3.8/10; recent commits are unsigned; last pushed 2026-10-10. Every point is earned from checkable signals — never paid placement. How scoring works →

How Graphify could raise its score

Each line changes one public signal and recomputes with the live scoring function. The gains don't add up exactly, because the score is capped near the top.

Chain of custody

Scanners check what the code says. This traces who ships Graphify and whether that has changed: from the source repository, through how changes are reviewed and released, to the code you run. These are the checks for OWASP ASI04 Agentic Supply Chain Vulnerabilities.

  1. Source Unsigned

    github.com/graphify-labs/graphify, Apache-2.0, last pushed 2026-10-10. None of the last 100 commits carry a verified signature, so no change traces to a verified identity.

  2. Review and release Weak

    OpenSSF Scorecard rates the repository's practices 3.8/10 (scanned Oct 4, 2026). The checks that decide who can get a change released:

    • Code Review0
    • Branch Protection3
    • Signed Releases0
    • Dangerous Workflow10
    • Token Permissions0
    • Pinned Dependencies0
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 3
    CI-Tests -1
    CII-Best-Practices 0
    Code-Review 0
    Contributors 10
    Dangerous-Workflow 10
    Dependency-Update-Tool 0
    Fuzzing 0
    License 10
    Maintained 10
    Packaging 10
    Pinned-Dependencies 0
    SAST 0
    Security-Policy 4
    Signed-Releases 0
    Token-Permissions 0
    Vulnerabilities 0
  3. Published packages None

    No registry package. Graphify is used from its repository, so what you run is whatever you check out: pin a release tag or commit.

Changes to this chain

  • 2026-09-02 OSSF Scorecard: 3.6/10

Evidence behind this score

Coverage C: 2 of 5 independent evidence types found.

  • GitHub repository data
  • Package downloads (missing)
  • Supply-chain checks
  • Public actions (missing)
  • Community mentions (missing)

Verify this score yourself

Every build re-issues Graphify’s score as an Ed25519-signed credential, valid for 7 days. You can check it offline against HVTracker’s published key; if anyone changes a number after signing, verification fails.

What this score doesn’t check

It covers who ships the code, not what the code does. It doesn’t read tool descriptions or prompts for injected instructions, watch runtime behaviour, or find bugs nobody has disclosed yet. For that, run a content scanner before you connect it, such as Cisco MCP Scanner or Snyk Agent Scan.

How Graphify compares in Protocols & Tool Integration

  1. #41 wcgw 58.4 +3.0
  2. #42 Agent Reach 55.5 +0.1
  3. #43 Graphify 55.4 this agent
  4. #44 Figma Context MCP 54.0 −1.4
  5. #45 Hexis 53.1 −2.3

Bars show each HVTrust score; the tick marks Graphify’s 55.4.

Where the 55.4 comes from

HVTrust dimensions vs the Protocols & Tool Integration average

55.4 / 100 · 100.0% confidence

Graphify Protocols & Tool Integration average (62 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
4.8 / 25
6.1 below avg 10.9
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
1.0 below avg 11.8
Transparency50% declared license · 50% OSSF Scorecard
11.7 / 17
1.3 below avg 13.0
Maintenance60% last-push freshness · 40% commit activity
19.9 / 20
5.9 above avg 14.0
AdoptionLog-scaled stars · package downloads
12.2 / 20
1.1 above avg 11.1

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-10-11
Mcp Status Changed
Detected MCP server support changed: implemented → none
2026-10-11
Rank Moved
Rank dropped 67 spots (#737 → #804)
2026-10-04
Rank Moved
Rank dropped 10 spots (#713 → #723)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 3.8/10. Tighten the weakest checks to improve public safety evidence.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
99.0
Activity sub-score · out of 100
#43

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage C is separate — it grades how many independent signal types back the score (2 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-10-11 16:06 UTC · Repo last pushed yesterday

Rank Trend

2026-09-29 2026-10-11

Activity & Reach

Stars
125.5k
Forks
12.1k
Last Push
2026-10-10
yesterday
Commits (4 wk)
533
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
704
Rank Change
▼67
was #737

Analysis

Activity Inputs

99.0 / 100
StarsRepository reach
30 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
19.0 / 20

Common questions about Graphify

Graphify 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 Graphify publish package provenance?
No published build provenance is currently detected for Graphify. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Graphify have an OpenSSF Scorecard?
Graphify has an OpenSSF Scorecard score of 3.8/10. 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 Graphify actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does Graphify use?
Graphify ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Graphify's commits signed?
0% of the last 100 commits to Graphify 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
None detected
No MCP server signal detected.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
7 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
N/A
No package source configured
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 Graphify'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.

2026-10-11
Mcp Status Changed
Detected MCP server support changed: implemented → none
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Amazon Bedrock, Anthropic, Azure OpenAI, DeepSeek, Google Gemini, OpenAI, Postgres
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented

Maintain Graphify?

For maintainers

HVTrust scores Graphify 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 17Listed 2HVTrust 2MCP 2Grade 1Scorecard 1Delisted 1Surface 1
2026-10-11
Mcp Status Changed
Detected MCP server support changed: implemented → none
2026-10-11
Rank Moved
Rank dropped 67 spots (#737 → #804)
2026-10-04
Rank Moved
Rank dropped 10 spots (#713 → #723)
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Amazon Bedrock, Anthropic, Azure OpenAI, DeepSeek, Google Gemini, OpenAI, Postgres
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-23
Rank Moved
Rank dropped 355 spots (#339 → #694)
2026-09-23
HVTrust Changed
HVTrust up 6.7pts (50.9 → 57.6)
2026-09-22
Newly Listed
First tracked at rank #339
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-19
Rank Moved
Rank rose 19 spots (#709 → #690)
2026-09-11
Rank Moved
Rank dropped 12 spots (#690 → #702)
2026-09-08
Rank Moved
Rank dropped 10 spots (#673 → #683)
2026-09-07
Rank Moved
Rank dropped 35 spots (#638 → #673)
2026-09-06
Rank Moved
Rank dropped 17 spots (#621 → #638)
2026-09-05
Rank Moved
Rank dropped 65 spots (#556 → #621)
2026-09-04
Rank Moved
Rank dropped 16 spots (#540 → #556)
2026-09-03
Rank Moved
Rank dropped 31 spots (#509 → #540)
2026-09-02
Scorecard Added
OSSF Scorecard: 3.6/10
2026-09-02
Grade Changed
Trust grade D → C
2026-09-02
Rank Moved
Rank rose 684 spots (#1193 → #509)
2026-09-02
HVTrust Changed
HVTrust up 33.1pts (23.7 → 56.8)
2026-09-01
Rank Moved
Rank dropped 38 spots (#1155 → #1193)
2026-08-31
Rank Moved
Rank dropped 28 spots (#1127 → #1155)
2026-08-30
Rank Moved
Rank dropped 45 spots (#1082 → #1127)
2026-08-29
Rank Moved
Rank dropped 45 spots (#1037 → #1082)
2026-08-28
Rank Moved
Rank dropped 31 spots (#1006 → #1037)
2026-08-27
Newly Listed
First tracked at rank #1006

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 55.4 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/graphify.svg)](https://hvtracker.net/agents/graphify)
HTML:
<a href="https://hvtracker.net/agents/graphify"><img src="https://hvtracker.net/badge/graphify.svg" alt="HVTrust"></a>

Other agents in Protocols & Tool Integration

Data sources
GitHub REST API (repo, commits, stars, forks, license) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.4 · Raw JSON