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freyajeffers

filesystem-rag-mcp

by freyajeffers
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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

    B3.4/5.0

    Scored across 23 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes (search=hybrid semantic, grep_search=regex, search_symbols=declarations, find_symbol_references=usages, deep_search=multi-hop). There is mild overlap in the read family (read_file, read_file_markdown, download_file_raw, read_files_batch) and between refresh_index/refresh_file, but descriptions differentiate scope and format well.

    Naming Consistency4/5

    Predominantly consistent snake_case with a verb_noun pattern (get_chunk, read_file, add_workspace, list_workspaces, refresh_index). A few deviations break the pattern: 'ping' is a bare verb, and git_search/grep_search use noun_verb ordering, but overall the convention is predictable.

    Tool Count3/5

    23 tools sits in the heavy band for a single server. The domain is genuinely broad (search, indexing, git, multi-format reads, workspaces, graph analysis), so most tools earn their place, but several closely related read/search variants push it toward over-scoped.

    Completeness4/5

    Coverage of the RAG/filesystem lifecycle is strong: indexing, refresh (full and incremental), hybrid/regex/symbol search, chunk navigation, multi-format reads, git inspection, and workspace management are all present. The notable gap is write operations—only patch_file exists, with no create/delete file, limiting mutation workflows.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources