cocoindex-io/cocoindex-code - Open Source PR Review Scorecard

A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent 🌟 Star if you like it!

C-Rank Grade: A (Welcoming) - 62/100

External PR Merge Rate: 70%

Response Time: 1d

First Timer Success: 60%

Frequently Asked Questions

Is cocoindex-io/cocoindex-code welcoming to first-time open-source contributors?

cocoindex-io/cocoindex-code has a recorded first-timer success rate of 60.0%. Repositories ranked A 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 cocoindex-io/cocoindex-code respond to incoming external pull requests in approximately 35.2 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 62.3 C-Rank™ score (A 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 62.3 places cocoindex-io/cocoindex-code in the A tier.

What is the external contributor pull request merge rate for cocoindex-io/cocoindex-code?

The external contributor pull request merge rate for cocoindex-io/cocoindex-code is 70.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in cocoindex-io/cocoindex-code?

cocoindex-io/cocoindex-code currently has 2 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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cocoindex-io/cocoindex-codeA•Welcoming2.7k
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cocoindex-io/cocoindex-code

2,736
InactiveA•Welcoming(62/100)Python

A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent 🌟 Star if you like it!

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AI Maintainer Review Guidelines

Review Persona

Welcoming Community Builder

Warmth Score
8.9/10
Patience Score
8.8/10
Nitpick Rate
30%

Highly welcoming maintainers in cocoindex-io/cocoindex-code. Prompt code reviews with positive guidance for new contributors.

Top PR Submission Do's

  • •Ensure code complies with the project coding style
  • •Keep PRs scoped to a single concern
  • •Include context and link to the related issue

Top PR Friction Pitfalls (Don'ts)

  • •Do not submit PRs without linking an issue
  • •Do not break existing tests without fixing them
  • •Do not mix unrelated refactors in a single PR
Response Velocity
1 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
70.0%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
60.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
7 core
Highly collaborative maintainer core
Diagnostic Health HUD
70.0%
Merge Gauge
60.0%
1st-Timer
Community Vibe50/100

Embed C-Rank Badge

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

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

Active Good First Issues (2)

View on GitHub

Hey there, I followed the installation steps but I got stuck at an issue. The issue is that Cline fails to connect to the MCP server. My environment OS: Windows 11 IDE: VSCode Coding agent: Cline (VSCode extension) Issue What gets written in Cline's MCP Servers window: Error: Not in an initialized project directory. Run `ccc init` in your project root to get started. MCP error -32000: Connection closed note that this gets shown even after it got initialized using the init command. Steps I took pipx install 'cocoindex-code[full]' (with sentence-transformers) Added this to my cline_mcp_settings.json: { "github.com/cocoindex-io/cocoindex-code": { "command": "C:\\Users\\user\\.local\\bin\\ccc.exe", // I use windows and didnt setup PATH for it hence the full path here "args": [ "mcp" ], "disabled": false, "autoApprove": [] } } After this point, it gets registered in Cline's MCP Servers window, but it show

📅 Opened Jun 12, 2026💬 3 comments
Quality: 65/100Contribute

Hello! Is there any chance Salesforce Apex language could be supported? It's akin to the Java language. Thanks for your consideration.

📅 Opened May 23, 2026💬 1 comment
Quality: 40/100Contribute
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Contributor Compatibility & Review Speed Analysis for cocoindex-io/cocoindex-code

When evaluating whether to contribute to cocoindex-io/cocoindex-code, 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 cocoindex-io/cocoindex-code acknowledge new external contributions in approximately 1 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 70.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to cocoindex-io/cocoindex-code

01

Is cocoindex-io/cocoindex-code welcoming to first-time open-source contributors?

cocoindex-io/cocoindex-code has a recorded first-timer success rate of 60.0%. Repositories ranked Welcoming 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 ~1 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 62.3 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 62.3 places cocoindex-io/cocoindex-code in the Welcoming tier.

04

What is the external contributor pull request merge rate for cocoindex-io/cocoindex-code?

The external pull request merge rate is 70.0%. 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 cocoindex-io/cocoindex-code?

Yes, cocoindex-io/cocoindex-code currently has 2 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 cocoindex-io/cocoindex-code 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.