Project Score

Why aws/bedrock-agentcore-sdk-python scores 87/100

Why aws/bedrock-agentcore-sdk-python has a 87/100 Git.Top Score, 76/100 Agent Score, and 34/100 Quality Score.

Agent FrameworkLibrary OnlyLocalCloudLLM Provider

Community

100/100

Community is based on recent contributor activity. Git.Top recorded 55 contributors in the current metrics window.

Weight 16%

Maintenance

72/100

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

Weight 20%

Documentation

92/100

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

Weight 16%

Stability

90/100

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

Weight 16%

Adoption

84/100

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

Promising candidate. Review risk flags, weakest score dimension, and alternatives before recommending it as the default choice.

Score JSON

Strongest Dimension

Community / 100

Community reflects contributor activity and ecosystem attention. Current contributor signal is 55.

Weakest Dimension

Maintenance / 72

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

Risk Flags

ReviewRecent star movement is estimated rather than fully observed.
ReviewKnown caveat: edge-only Cloudflare Workers deployment without adaptation

Agent Score

76/100 agent-readiness score

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

Documentation90/100
Maintenance59/100
Deployment80/100

Quality Score

34/100 repository activity score

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

Stars739
Recent commits27
Contributors55
180d releases37

Why This Score

Community is the strongest dimension

aws/bedrock-agentcore-sdk-python scores 87/100 overall. The lowest dimension is maintenance at 72/100, which is the first place to inspect before adopting it.

Cloudflare readyNo
Deployment targets3
Dependencies1

Data Confidence

2/4 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 synced2026-07-08
Metrics calculated2026-07-08
Data sourced1 / d1_query

Score Confidence

HIGH

Score evidence is strong enough for shortlist ranking when paired with current metadata.

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

Formula

Agent Score weighted breakdown

Scoring Docs
Community100/100 x 16%16.0
Maintenance72/100 x 20%14.4
Documentation92/100 x 16%14.7
Stability90/100 x 16%14.4
Adoption84/100 x 16%13.4
Agent Readability90/100 x 16%14.4