What is the best MCP servers and plugin for attribution?

By tashan's measured score: Spotify Ads API, Everyday Causal Skills, Adspirer Ads Agent, Windsor AI, Noibu. the score combines upkeep and freshness, gated by real adoption — every input is public and linked to its source.

How is the ranking calculated?

From public signal only: npm download volume and publish cadence, GitHub push/release recency, contributor count, registry status, and how often a capability appears in real public agent configs. Nobody can pay to change a score, rank, or listing.

The Index · Attribution

Attribution

Q: Who does attribution as part of their job?

This is a process step performed by Market Research Analysts and Marketing Specialists, per the O*NET 30.3 occupational database.

'Attribution' — which spend produced which outcome. tashan measures 7 capabilities for this work. Ranked on upkeep, freshness and real adoption, every input public. How we measure ›

#	Capability	tashan	Evidence	Health
1	Spotify Ads API primary plugin deep	58	14 ★	active
2	Everyday Causal Skills primary plugin solid	45	59 ★	active
3	Adspirer Ads Agent primary plugin solid	43	3 ★	active
4	Windsor AI primary plugin	45	0 ★	active
5	Noibu primary plugin thin	50	5 ★	active
6	Humansurvey supporting npm solid	47	60/wk	active
7	Marketic supporting npm	40	19/wk	active

Who does this work

O*NET records this as a core process step for 1 occupations, including Market Research Analysts and Marketing Specialists.

Recorded there as: "Measure effectiveness of business strategies or practices" / "Gather organizational performance information" / "Analyze data to assess operational or project effectiveness". We publish it under the name practitioners use.

Recently changed in Attribution

1 change recorded here in the last 45 days, newest and most serious first.

2026-08-22 Humansurvey — the tashan score for humansurvey-mcp fell to 51.0, from 63.0

This page cannot know what you run. tashan doctor reads your own config and names which of these you have — Pro adds the history behind each, and what to move to.

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Other work

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Occupational data from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration, used under CC BY 4.0. tashan consolidated its process steps into the terms practitioners use; O*NET does not endorse this site.

See the full Index ›

tashan Pro$6/mo

1 change across Attribution in the last 45 days. A new advisory, an install script appearing, a maintainer leaving. All listed free above. Pro keeps the series behind each row, so a number today comes with a direction.

The whole series behind any row, back to the first day we measured it
The replacement, named — not just the news that something died
tashan doctor over your own config, on your own machine

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