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CFP-102

cfp-seo-agent

by CFP-102
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Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.7/5.0

Scored across 37 tools

Disambiguation4/5

Most tools target clearly distinct data sources or workflows, and descriptions explicitly cross-reference near neighbours such as keyword_ideas vs keywords_for_site and google_serp vs news_search. There are several dense SEO clusters, but an agent can distinguish them with careful reading rather than guessing.

Naming Consistency4/5

Names consistently use snake_case and are generally readable and predictable. The set mixes noun-phrase names (keyword_metrics, domain_overview) with a few verb-led admin tools (list_services, get_result, retry_request), which is a minor deviation rather than chaos.

Tool Count2/5

At 37 tools, the surface is large enough to create real selection overhead for an agent. While many tools are distinct paid services, the count exceeds a well-scoped set and would benefit from grouping or consolidation.

Completeness4/5

The set covers keyword research, SERP analysis, competitor analysis, domain traffic, page auditing, local search, trends, website monitoring, and planning workflows, with free preflight and result-retrieval tools. Some SEO gaps remain, notably backlink analysis and longitudinal rank tracking, but core workflows are well supported.

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources