A-

pypi:fiftyone-mcp-server

Item: pypi:fiftyone-mcp-server
Rating: 92
Author: wmcp.sh

https://pypi.org/project/fiftyone-mcp-server/

92/100 · MCP Trust Grade · checked 3h ago · MCP 0.1.12

What it offers — 29 tools · Government & Data

count_values

distinct

bounds

mean

sum

std

histogram_values

get_values

get_app_config

get_color_scheme

set_color_scheme

get_sidebar_groups

set_sidebar_groups

set_active_fields

list_datasets

load_dataset

dataset_summary

list_brain_runs

+11 more tools

Spec / packaging20%100

✓ depends on an MCP SDK (mcp/fastmcp)
✓ 29 tool(s) detected in source

Security (OWASP MCP)30%90

no high-risk patterns in sampled source
scanned 6 source files from GitHub

Maintenance / popularity20%100

published within 90 days
13 releases, 107 downloads/wk

Tool hygiene15%80

3 declared deps
public repo

Transparency / provenance15%85

✓ repo: github.com/voxel51/fiftyone-mcp-server
✓ Apache-2.0 license

Findings

INFO Static analysis of PyPI package fiftyone-mcp-server@0.1.12 (source: github.com/voxel51/fiftyone-mcp-server) — stdio server, no remote endpoint. Runtime behavior not measured.

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How this grade is computed. An open, independent rubric — Spec conformance (20%), Security mapped to the OWASP MCP Top 10 (30%), Reliability (20%), Tool hygiene (15%), Transparency (15%) — run by connecting to the server and inspecting its real MCP surface. The grade is free and identical whether or not the operator pays. v1 uses static + spec signals from a single connection; continuous uptime, real latency, and annotation-truthing (declared readOnly vs observed behavior) layer on via the wmcp.sh proxy.