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Groundhog

Groundhog

by dmytrome
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

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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

A4.6/5.0

Scored across 4 tools

Disambiguation5/5

Each tool has a clearly distinct role: search returns links only, read_url fetches a known URL, research combines search and reading, and status diagnoses browser reachability. The descriptions explicitly explain when to use each and how they differ, leaving little chance of misselection.

Naming Consistency3/5

All names are lowercase and readable, but the conventions are mixed: research, read_url, and search are verb-like, while status is a noun. Only read_url follows a verb_noun pattern, so the set is readable but not consistently patterned.

Tool Count5/5

Four tools is well-scoped for a web research server: search, read, combined research, and diagnostics each earn their place without redundancy. This matches the expected 3-15 range and keeps the surface focused.

Completeness5/5

The core web-research lifecycle is fully covered: find links, read a known page, search-and-read in one call, and diagnose browser setup. There are no obvious dead ends for the stated purpose, and failure handling is addressed via per-source reporting and status hints.

Maintenance

ActivityActive
ResponsivenessNo recent community issues

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