54yyyu/zotero-mcp
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to 54yyyu/zotero-mcp got a first human reply in a median of 35.1 hours (103 pull requests, 19 April to 16 October 2026); 15% got none within 14 days. It ranks 1,907 of 3,219 overall. For first-time contributors it ranks 883 of 1,525 (the bottom 43%).
| Rank | 1,907 of 3,219 |
|---|---|
| Score | 47.99 |
| Tier | C |
| Median first reply | 35.1 hours |
| 14-day no-reply share | 15% |
| First-timer rank | 883 of 1,525 |
| Ecosystem | Python |
| Window | 19 April to 16 October 2026 |
Composite
- Rank
- 1,907 of 3,219
- Score
- 47.99
- Tier
- C
- Coverage
- 100% · Full
- Quadrant
- Nursery
Coordinates: leverage 33.3 (coverage 100%), friction 37.1 (coverage 100%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 76.3 | 100% |
| Criticality | 29.7 | 100% |
| Governance | 50.5 | 100% |
| Rigor | 28.0 | 100% |
| Accessibility | 47.9 | 100% |
The measured parameters
Responsiveness
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days. | 100.0% | 100.0 | 75 | 19 April to 18 July 2026 | primaryraw/pr_window/54yyyu__zotero-mcp.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 15.0% | 70.1 | 167 | 20 April to 17 October 2026 | primaryraw/pr_window/54yyyu__zotero-mcp.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 76.6% | 95.8 | 77 | — | primaryraw/author_history/54yyyu__zotero-mcp.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 35.1 hours (1.5 days) | 61.3 | 103 | 19 April to 16 October 2026 | primaryraw/pr_window/54yyyu__zotero-mcp.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 515.8 hours (21.5 days) | 32.8 | 202 | 19 April to 16 October 2026 | primaryraw/pr_window/54yyyu__zotero-mcp.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 0 | 15.9 | — | — | primaryraw/dependents/54yyyu__zotero-mcp.json |
| Monthly DownloadsDownloads from the package registry in a month. | 20,314 downloads a month | 33.2 | — | — | primaryraw/downloads/pypi__zotero-mcp.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.4286 | 42.9 | — | — | primaryraw/github_meta/54yyyu__zotero-mcp.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 1 | 25.0 | 994 | — | primaryraw/commits_365d/54yyyu__zotero-mcp.json |
| Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA. | No CLA or sign-off found | 85.0 | — | — | primaryraw/governance/54yyyu__zotero-mcp.json |
| Promotion LadderHow openly a contributor can become a maintainer, from closed to verified. | No written path to becoming a maintainer | 40.0 | — | — | primaryraw/governance/54yyyu__zotero-mcp.json |
Rigor
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| AI Policy PostureWhether the project has a written policy on AI-assisted contributions. | No written AI policy | 40.0 | — | — | primaryraw/governance/54yyyu__zotero-mcp.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 38.6667 | 38.7 | 254 | — | proxy:review_ciraw/pr_window/54yyyu__zotero-mcp.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 1.3% | 1.7 | 225 | 19 April to 16 October 2026 | primaryraw/pr_window/54yyyu__zotero-mcp.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 57.7292 | 57.7 | 30 | — | primaryraw/actions_runs/54yyyu__zotero-mcp.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 73.7% | 100.0 | 19 | — | primaryraw/author_history/54yyyu__zotero-mcp.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/54yyyu__zotero-mcp.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 14.3% | 28.6 | 14 | — | primaryraw/author_history/54yyyu__zotero-mcp.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 1,907 of 3,219 | 47.99 | C | Rated |
| First-timer | 883 of 1,525 | 54.44 | C | Rated |
| Career capital | This repository's production-criticality signal is not yet high enough for career-capital ranking. | |||
| Senior systems | Fewer than 3 organizations account for most commits (not multi-vendor). | |||
| AI-assisted | 2,739 of 3,696 | 43.36 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 10695f4af6c3f23e7236ea124de960e234d44b36e1d84a5ec8d80e328ae1726d
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/42.json, under the key 54yyyu/zotero-mcp.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). 54yyyu/zotero-mcp. Snapshot 2026-10-17. https://porchlamp.org/projects/54yyyu/zotero-mcp/. CC BY 4.0.
Similar projects
The ranked projects nearest this one in the same ecosystem.
- sammchardy/python-binance (rank 1,904)
- nginx-proxy/nginx-proxy (rank 1,906)
- aws/aws-cli (rank 1,911)
- yzhao062/pyod (rank 1,917)
- ultralytics/yolov3 (rank 1,926)