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flaiwheel

by dl4rce
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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

A4.5/5.0

Scored across 30 tools

Disambiguation5/5

Each tool has a clearly distinct purpose, from codebase analysis to document writing and search. Even similar tools like search_docs, search_bugfixes, and search_by_type are differentiated by scope and description, eliminating ambiguity.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case (e.g., analyze_codebase, get_index_stats, write_api_doc). This uniformity makes it easy to predict tool functionality from its name.

Tool Count4/5

30 tools is high but justified by the scope of the server, which covers analysis, search, writing, indexing, and project management. Some tools could potentially be merged (e.g., search_by_type with search_docs), but overall the count is reasonable for the intended functionality.

Completeness4/5

The tool set covers the full knowledge management lifecycle: analysis, classification, writing, indexing, search, and session management. Minor gaps exist, such as the lack of explicit deletion tools for documents or projects, but the core workflow is well-supported.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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