Project Score

Why rollbar/rollbar-mcp-server scores 64/100

Why rollbar/rollbar-mcp-server has a 64/100 Git.Top Score, 53/100 Agent Score, and 7/100 Quality Score.

Mcp ServerLocalCloudMCP

Community

81/100

Community is based on recent contributor activity. Git.Top recorded 8 contributors in the current metrics window.

Weight 16%

Maintenance

21/100

Maintenance combines repository activity, recent commits, release cadence, and issue-response signals.

Weight 20%

Documentation

84/100

The project has an agent-readable summary with enough context for recommendation workflows.

Weight 16%

Stability

78/100

Stability considers release cadence, issue load, recent pushes, and maturity signals.

Weight 16%

Adoption

42/100

Adoption is normalized from ecosystem attention, stars, forks, and integration-like signals.

Weight 16%

Agent Readability

90/100

Agent readability measures structured summaries, use cases, tradeoffs, dependencies, alternatives, and deployment clarity.

Weight 16%

Adoption Guidance

Use cautiously. Treat this project as an exploration candidate until documentation, maintenance, and adoption signals are reviewed.

Score JSON

Strongest Dimension

Agent Readability / 90

Agent readability reflects summaries, use cases, tradeoffs, dependencies, alternatives, and deployment clarity.

Weakest Dimension

Maintenance / 21

Maintenance reflects repository activity, commits, releases, issue-response signals, and recent push freshness.

Risk Flags

ReviewMaintenance is the weakest dimension at 21/100.
ReviewRecent star movement is estimated rather than fully observed.
ReviewKnown caveat: edge-only Cloudflare Workers deployment without adaptation

Agent Score

53/100 agent-readiness score

Agent Score is optimized for agent use: documentation, maintenance, deployment clarity, popularity, and community activity.

Documentation90/100
Maintenance21/100
Deployment70/100

Quality Score

7/100 repository activity score

Quality score is separate from Agent Score. It weights star movement, commits, releases, contributors, and issue response.

Stars29
Recent commits6
Contributors8
180d releases1

Why This Score

Agent Readability is the strongest dimension

rollbar/rollbar-mcp-server scores 64/100 overall. The lowest dimension is maintenance at 21/100, which is the first place to inspect before adopting it.

Cloudflare readyNo
Deployment targets2
Dependencies1

Data Confidence

1/4 classification signals high; 3 quality signals complete or snapshot

Scores are useful for ranking, but production recommendations should cite source metadata and signal confidence.

Repository synced2026-07-09
Metrics calculated2026-07-09
Data sourced1 / d1_query

Score Confidence

MEDIUM

Score evidence is usable for comparison, but agents should cite the review notes before making a strong recommendation.

Classification evidenceweak: 1/4 classification signals are high-confidence.
Quality signal completenessstrong: 3 quality signals are complete or snapshot-backed.
Deployment claritystrong: 2 deployment targets are indexed.

Formula

Agent Score weighted breakdown

Scoring Docs
Community81/100 x 16%13.0
Maintenance21/100 x 20%4.2
Documentation84/100 x 16%13.4
Stability78/100 x 16%12.5
Adoption42/100 x 16%6.7
Agent Readability90/100 x 16%14.4