modelcontextprotocol/servers
First human reply
51 days
typical wait for an outside pull request, from 333 measured.
What happens to a stranger's pull request here, in the Porchlamp snapshot of 5 November 2026.
Outside pull requests to modelcontextprotocol/servers got a first human reply in a median of 51 days (333 pull requests, 24 April to 21 October 2026); 86% got none within 14 days. It ranks 3,850 of 4,044 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.
| Rank | 3,850 of 4,044 |
|---|---|
| Score | 36.40 |
| Tier | D |
| Median first reply | 51 days (1222.9 hours) |
| 14-day no-reply share | 86% |
| First-timer rank | Not enough evidence to show under this lens. |
| Ecosystem | JavaScript |
| Window | 24 April to 21 October 2026 |
Composite
- Rank
- 3,850 of 4,044
- Score
- 36.40
- Tier
- D
- Coverage
- 65% · Ceiling B
- Quadrant
- Crucible
Coordinates: leverage 52.3 (coverage 68%), friction 76.9 (coverage 68%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 0.8 | 55% |
| Criticality | 57.6 | 35% |
| Governance | 55.8 | 100% |
| Rigor | 41.0 | 100% |
| Accessibility | 30.0 | 50% |
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. | Not shown: Collector failure | ||||
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 86.1% | 0.0 | 366 | 27 April to 24 October 2026 | primaryraw/pr_window/modelcontextprotocol__servers.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | Not shown: Collector failure | ||||
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 1222.9 hours (51 days) | 0.0 | 333 | 24 April to 21 October 2026 | primaryraw/pr_window/modelcontextprotocol__servers.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 1888.4 hours (78.7 days) | 4.3 | 30 | 24 April to 21 October 2026 | primaryraw/pr_window/modelcontextprotocol__servers.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | Not shown: Third-party data unavailable | ||||
| Monthly DownloadsDownloads from the package registry in a month. | Not shown: Third-party data unavailable | ||||
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.5758 | 57.6 | — | — | proxy:no_dependents_signalraw/github_meta/modelcontextprotocol__servers.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 | 1,078 | — | primaryraw/commits_365d/modelcontextprotocol__servers.json |
| Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA. | Sign-off on commits (DCO) | 100.0 | — | — | primaryraw/governance/modelcontextprotocol__servers.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/modelcontextprotocol__servers.json |
Rigor
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| AI Policy PostureWhether the project has a written policy on AI-assisted contributions. | Written AI policy | 95.0 | — | — | primaryraw/governance/modelcontextprotocol__servers.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 17.4023 | 17.4 | 174 | — | proxy:review_ciraw/pr_window/modelcontextprotocol__servers.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 14.8% | 18.5 | 391 | 24 April to 21 October 2026 | primaryraw/pr_window/modelcontextprotocol__servers.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 100 | 100.0 | 30 | — | primaryraw/actions_runs/modelcontextprotocol__servers.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | Not shown: Collector failure | ||||
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/modelcontextprotocol__servers.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | Not shown: Collector failure | ||||
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 3,850 of 4,044 | 36.40 | D | Rated |
| First-timer | Not enough evidence to show under this lens. | |||
| 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 | 3,852 of 4,002 | 37.39 | D | Rated |
Integrity
- Snapshot
- 2026-11-05
- Raw hash
- b66ef2fa54093c4fe51bf9c776f1920f9b719b43bff82f071b2bd089d0eabead
No suspicion flags on this repository.
The full record is in data/2026-11-05/repos/0a.json, under the key modelcontextprotocol/servers.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). modelcontextprotocol/servers. Snapshot 2026-11-05. https://porchlamp.org/projects/modelcontextprotocol/servers/. CC BY 4.0.
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