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MCP SERVER

aibvf-mcp

AI BVF: score AI portfolios Stop/Fix/Accelerate with decision confidence and pace-layer drag.

POPULARITY SCORE78.5out of 100
OVERALL RANK#99of 413 eligible servers
CATEGORY RANK#7Business & CRM
EVIDENCE COVERAGE2 / 3Two sources · limited coverage

Usage & adoption

Observed
2.5Kdownloads · npm / 30 days

2,502 exact · 2026-08-22 through 2026-09-20 inclusive

Collected 2026-09-21

View npm measurement ↗

Rounded public activity counts. Downloads, platform uses, and tool calls measure different events; these counts are not added together or treated as unique users. About these numbers

Behind the score

Strongest adoption signal: up to 85 points. Supporting adoption: up to 10. Repository interest: up to 5.

Leading adoption · npm78.5 / 85Normalized signal 92.4 / 100Fixed reference population
Supporting adoption · SmitheryUnavailableUnavailableFixed reference population
Developer interest · GitHub0.0 / 5Normalized signal 0.0 / 100Fixed reference population

Missing signals earn no points; their weight is never moved to another source. This measures observed popularity, not quality or unique users. Read the formula

Source measurements

Smithery uses

Unavailable

No measurement in this snapshot.

npm downloads

2,502

2026-08-22 through 2026-09-20 inclusive

Scope: aibvf-mcp

Collected 2026-09-21 · Older observation

View source ↗

PyPI downloads

Unavailable

No measurement in this snapshot.

GitHub stars

0

Stock at retrieval

Scope: https://github.com/Craig-Horton/ai-bvf

Collected 2026-09-21 · Older observation

View source ↗

Publisher-reported usage

Publisher information is temporarily unavailable. Public rankings are still available.

Chart history

No comparable weekly snapshot yet.

Best recorded overall position: #81 · across recorded methodology versions

2026-09-17 · #8179.8 pointspopularity-v1.0 · Initial reviewed chart
2026-09-18 · #9079.3 pointspopularity-v1.0 · Partial public data refresh
2026-09-19 · #9179.2 pointspopularity-v1.0 · Partial public data refresh
2026-09-20 · #9778.6 pointspopularity-v1.0 · Partial public data refresh
2026-09-21 · #9978.5 pointspopularity-v1.0 · Partial public data refresh