modelcontextprotocol/registry - Open Source PR Review Scorecard

A community driven registry service for Model Context Protocol (MCP) servers.

C-Rank Grade: B (Solid) - 49/100

External PR Merge Rate: 33%

Response Time: 6h

First Timer Success: 20%

Frequently Asked Questions

Is modelcontextprotocol/registry welcoming to first-time open-source contributors?

modelcontextprotocol/registry has a recorded first-timer success rate of 20.0%. Repositories ranked B typically provide actionable feedback during code reviews and actively nurture new community contributors.

How fast can I expect code review feedback on my pull request?

Maintainers in modelcontextprotocol/registry respond to incoming external pull requests in approximately 6.4 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 49.4 C-Rank™ score (B Tier) represent?

The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 49.4 places modelcontextprotocol/registry in the B tier.

What is the external contributor pull request merge rate for modelcontextprotocol/registry?

The external contributor pull request merge rate for modelcontextprotocol/registry is 33.3%, based on public PR activity from non-core contributors.

Are there Good First Issues available in modelcontextprotocol/registry?

modelcontextprotocol/registry currently has 1 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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modelcontextprotocol/registry

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A community driven registry service for Model Context Protocol (MCP) servers.

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AI Maintainer Review Guidelines

Review Persona

Strict Architecture Gatekeeper

Warmth Score
7.3/10
Patience Score
7.8/10
Nitpick Rate
50%

Strict review standards in modelcontextprotocol/registry. Ensure PR scope matches issue requirements closely before requesting review.

What Contributors Actually Say

Discussions in modelcontextprotocol/registry focus heavily on practical implementation feedback, code formatting standards, and issue reproduction details.

Hidden Friction Signals

Unlinked PRs without issue context and changes that fail automated test suites face the highest review friction.

Unwritten Rules

  • 1) Keep PR scope strictly aligned with the linked issue.
  • 2) Ensure local linters pass before opening a review.
  • 3) Maintain full test coverage for modified logic.

Top PR Submission Do's

  • Add or update tests for changed behavior before requesting review
  • Link the issue and include reproduction context in the PR
  • Keep PRs small and focused on one change

Top PR Friction Pitfalls (Don'ts)

  • Do not leave requested test coverage unresolved
  • Do not open context-free PRs
  • Do not mix unrelated refactors with feature work
Response Velocity
6 hours
Standard maintainer review cycle

Average Response Latency

Tracks hours until a maintainer leaves a review, comment, or PR response.

Merge Efficiency
33.3%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
20.0%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
31 core
Highly collaborative maintainer core
Diagnostic Health HUD
33.3%
Merge Gauge
20.0%
1st-Timer
Community Vibe45/100

Embed C-Rank Badge

Show contributors that your repository actively reviews and merges external pull requests.

GetMerged C-Rank badge for modelcontextprotocol/registry
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/modelcontextprotocol/registry)](https://getmerged.abhishekco.de/modelcontextprotocol/registry?utm_source=github&utm_medium=badge)

Active Good First Issues (1)

View on GitHub

This repository currently has 1 open good first issue tickets available for newcomers.

View all good first issues directly on GitHub

Looking for more Go beginner tasks?Explore Go GFI

Contributor Community Vibe Feedback

Rate what actually matters after opening a pull request here.

Have you contributed to this repo?

Rate your first-hand PR experience (review speed, maintainer responsiveness, and onboarding ease) to help other contributors.

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Maintainer helpfulness
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Contributor Compatibility & Review Speed Analysis for modelcontextprotocol/registry

When evaluating whether to contribute to modelcontextprotocol/registry, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.

Currently, maintainers of modelcontextprotocol/registry acknowledge new external contributions in approximately 6 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 33.3% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to modelcontextprotocol/registry

01

Is modelcontextprotocol/registry welcoming to first-time open-source contributors?

modelcontextprotocol/registry has a recorded first-timer success rate of 20.0%. Repositories ranked Solid typically provide actionable feedback during code reviews and actively nurture new community contributors.

02

How fast can I expect code review feedback on my pull request?

The initial maintainer response time averages ~6 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 49.4 C-Rank™ score represent?

The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 49.4 places modelcontextprotocol/registry in the Solid tier.

04

What is the external contributor pull request merge rate for modelcontextprotocol/registry?

The external pull request merge rate is 33.3%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.

05

Are there beginner Good First Issues open in modelcontextprotocol/registry?

Yes, modelcontextprotocol/registry currently has 1 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for modelcontextprotocol/registry are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.