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Glama
torchv

TorchV AIS MCP Server

Official
by torchv

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
KB_MODENoPermission level: readonly, write, or admin
KB_TOKENYesYour API token for authentication
KB_EXECUTE_URLYesThe URL of the AIS instance (e.g., https://bot.torchv.com)
KB_TIMEOUT_SECONDSNoTimeout in seconds
KB_EXTRA_HEADERS_JSONNoExtra headers in JSON format

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
kb_list_reposD–
kb_list_pathD–
kb_treeD–
kb_searchD–
kb_read_documentD–
kb_render_linkD–
kb_download_fileD–
kb_get_download_linkD–

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

D1.8/5.0

Scored across 8 tools

Disambiguation2/5

The tools have overlapping purposes that could cause confusion, particularly around file/document operations. For example, kb_download_file, kb_get_download_link, and kb_render_link all seem related to accessing files, but their specific distinctions are unclear without descriptions. Similarly, kb_list_path and kb_tree both appear to involve directory/file listing, creating ambiguity in tool selection.

Naming Consistency5/5

All tool names follow a perfectly consistent pattern: they all start with 'kb_' prefix and use snake_case throughout. This uniformity makes the tool set predictable and easy to parse, with no deviations in naming conventions across the eight tools.

Tool Count4/5

With 8 tools, the count is reasonable for a knowledge base or document management server. It's slightly on the higher side but still well-scoped, suggesting a focused domain without being overly sparse or bloated. The number aligns well with typical MCP server tool counts.

Completeness3/5

Inferring from tool names, the server seems designed for knowledge base operations (e.g., listing, reading, searching, downloading). However, there are notable gaps: there are no clear tools for creating, updating, or deleting content, which limits full CRUD coverage. The surface covers retrieval and listing well but misses modification capabilities, potentially causing agent workarounds.

Maintenance

ActivityInactive
ResponsivenessNo issues