io.github.atul0016/unified-ad-intelligence

Unified Ad Intelligence

Is the Unified Ad Intelligence MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-10.

Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligence.

alive probed 2026-11-15 · unchanged since 2026-11-10

10tools

1.0ktokens in Claude Opus 5.5

0.5 %of Claude's 200k window

0.4×the median server

8.3 sto initialize

562 msto list tools

Run it: uvx unified-ad-intelligence-mcp@0.1.1 (stdio, probed in a container with the network off)
Host: pypi.org
Reports itself as: Unified Ad Intelligence MCP 4.1.7
Capabilities: logging, prompts, resources, tools
Instructions: none
Of a 1M window: 0.1 % of a 1M context window
Count: 1.0k tokens in Claude Opus 5.5, exact, measured 2026-10-27. With the Claude Code prefix mcp__…__ on each tool name: 1.2k. The o200k_base estimate is 512. Counted again when the tool definitions change. Method.
Website: https://mcp-payment-site.vercel.app/unified-ad-intelligence
Registry: active, updated 2026-05-13 · registry entry
Changes: 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 2.02×.

Tool	≈ Claude tokens	o200k estimate	Share of this server
get_cross_platform_summary	170	84	16 %
get_true_roas	156	77	15 %
get_new_vs_returning_roas	127	63	12 %
get_budget_recommendation	121	60	12 %
detect_campaign_anomalies	105	52	10 %

Other registry entries on pypi.org, the ones next to this name; all of them.

First Party Data CRO io.github.atul0016/first-party-data-cro · alive
Marketing Content Production io.github.atul0016/marketing-content-production · alive
SEO GEO Intelligence io.github.atul0016/seo-geo-intelligence · alive
Social Commerce Intelligence io.github.atul0016/social-commerce-intelligence · alive
Deputy MCP io.github.augbastos/deputy-mcp · needs env
io.github.augee99/mcp-weather · not found
io.github.augmnt/augments-mcp-server · crashed on start
once io.github.aurumflux20/once-kernel · crashed on start

Servers that mention intelligence.

Agentic News ai.agentic-news/mcp · needs auth
ai.agentberg/agentberg · alive
ai.astrofabric/mcp · not found
ai.bassethound/bassethound · needs auth
Bezal — Local Business Intelligence for AI Agents ai.bezal/local-commerce · alive
BidDeed MCP ai.biddeed/biddeed-mcp · needs auth
China Marketing AI Intelligence MCP ai.chinamarketing/intelligence · needs auth
CreativeScope — Mobile Game Ad Creative Intelligence ai.creativescope/creative-intelligence · alive

We add a row when the result changes. A server with no change keeps its last row.

Probed	Result	Init	Tools	Claude	o200k
2026-10-27 06:53	alive	2.8 s	10	1.0k	512
2026-10-20 06:40	alive	8.3 s	10		512

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.