Project Score

Why WolframResearch/AgentTools scores 79/100

Why WolframResearch/AgentTools has a 79/100 Git.Top Score, 61/100 Agent Score, and 19/100 Quality Score.

Mcp ServerDockerLocalCloudMCPLLM Provider

Community

96/100

Community is based on recent contributor activity. Git.Top recorded 12 contributors in the current metrics window.

Weight 16%

Maintenance

58/100

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

100/100

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

Weight 16%

Adoption

53/100

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

Stability / 100

Stability reflects release cadence, issue load, recent activity, and maturity signals.

Weakest Dimension

Adoption / 53

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

Risk Flags

ReviewAdoption is the weakest dimension at 53/100.
ReviewRecent star movement is estimated rather than fully observed.
ReviewKnown caveat: edge-only Cloudflare Workers deployment without adaptation

Agent Score

61/100 agent-readiness score

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

Documentation90/100
Maintenance39/100
Deployment80/100

Quality Score

19/100 repository activity score

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

Stars70
Recent commits49
Contributors12
180d releases6

Why This Score

Stability is the strongest dimension

WolframResearch/AgentTools scores 79/100 overall. The lowest dimension is adoption at 53/100, which is the first place to inspect before adopting it.

Cloudflare readyNo
Deployment targets3
Dependencies2

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 synced2026-07-06
Metrics calculated2026-07-06
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: 3 deployment targets are indexed.

Formula

Agent Score weighted breakdown

Scoring Docs
Community96/100 x 16%15.4
Maintenance58/100 x 20%11.6
Documentation84/100 x 16%13.4
Stability100/100 x 16%16.0
Adoption53/100 x 16%8.5
Agent Readability90/100 x 16%14.4