Weightsbiases MCP server

by mrfentmen·io.github.mrfentmen/weightsbiases-mcp·v1.0.1

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MCP server for Weights & Biases: profile, projects, runs. Needs a free API key.

C65/100grade C

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Safety scan

C65/100

full report

Adoption

Growing

0 stars424 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Weightsbiases tools (3)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

list_projects
ML projects of a user or team.
list_runs
Recent training runs of a project with states.
my_profile
Your W&B username and email.

Public scan report

scanner v0.1.10 · 2026-11-01 · same rubric, same numbers if you re-run it

no findings

Code scan7 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitylocal package, no credentials required12/15
Maintenancerepository not readable: repo not found3/15
Maintainer identityno repository or website to verify2/10

Overall 65/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How Weightsbiases compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 65/100; higher than 20% of 48,255 servers
Tools: 3; the typical server has 7
Tools that change things: 0%; typical: 0%. Fewer write tools means less an agent can break
Downloads a week: 424; more than 86% of 12,191 servers with a package

What its tools let an agent do: 3 read

Release history: 2 versions in the registry since 2026-09-22, latest 2026-10-01, typically one every 10 days.

Install Weightsbiases in Claude Code, Cursor or VS Code

Runs npx -y weightsbiases-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add weightsbiases-mcp -- npx -y weightsbiases-mcp

Add to Cursor

What the publisher says

From the Weightsbiases repository's README, as published. We do not edit it. Read it on GitHub

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Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Grade history

2026-11-01downgradeA → Cscore 65

Weightsbiases: common questions

Is Weightsbiases MCP server safe?: With care: it is graded C, so read the findings first (65/100). Read the Weightsbiases safety report
How do I install Weightsbiases?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Weightsbiases need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Weightsbiases maintained?: The last commit was 43 days ago (2026-09-22). The latest release is v1.0.1.
How does Weightsbiases compare with other MCP servers?: safety score 65/100 (higher than 20% of 48,255 servers); tools 3 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.