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Glama
kanibal-studio

kanibal-tools-mcp

Official
by kanibal-studio
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

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": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
check_telemarketing_consentA

France only: is a consent to telephone canvassing still valid under décret 2026-662?

Dates are ISO 8601 (a date without time zone is read as UTC). Statuses:
"valide", "expire" (older than the ceiling, 365 days at most), "revoque"
(any sign of revocation wins), "preuve_manquante" (no readable collection
date, or one in the future). Fail-closed. Not legal advice.
rank_lead_sources_by_kept_meetingA

Rank B2B lead sources on cost per kept qualified meeting instead of cost per lead.

csv_text is the CSV file content, with the columns documented at
https://github.com/kanibal-studio/cost-per-kept-meeting#input-columns.
Results under min_meetings qualified kept meetings are flagged as a small
sample, never hidden. A low cost per meeting does not prove profitability.
gdpr_offshore_gap_reportA

GDPR gap report for customer-service processing outsourced outside the EU/EEA.

answers follows https://github.com/kanibal-studio/rgpd-offshore-check#input-format.
Only a JSON true satisfies a check; anything else is reported as a gap or
"to_verify". lang is "en" or "fr". Not legal advice and not a certification:
a report without blocking gap is not a finding of compliance.
select_least_cost_capable_modelA

Pick, from a supplied catalogue, the model with the lowest declared cost rank among those that have every required capability and are available and authorised.

catalogue follows https://github.com/kanibal-studio/least-cost-capable (fields
required_capabilities and models). Unknown or non-comparable cost evidence stays
unresolved. Nothing is called, switched or launched; savings are not guaranteed.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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

A3.9/5.0

Scored across 4 tools

Disambiguation5/5

The four tools target clearly different tasks: lead-source cost ranking, French telemarketing consent validity, GDPR offshore outsourcing gap reporting, and model selection. Their names and descriptions make misselection unlikely. Compliance-related tools exist, but one is narrowly about French consent and the other about GDPR outsourcing, so the boundary is clear.

Naming Consistency3/5

All names use snake_case and are descriptive, but the naming pattern is not consistent: three tools start with verbs while gdpr_offshore_gap_report is a noun phrase. The convention is readable but not a uniform verb_noun pattern.

Tool Count4/5

Four tools is a reasonable size for a compact utility server, and each tool appears to represent a substantive standalone operation. The set is heterogeneous rather than tightly scoped, but the count itself is not excessive or thin.

Completeness4/5

Each tool appears to cover its specific self-contained calculation or check, with documented input formats and fail-closed behavior. There is no obvious CRUD lifecycle to complete, though the server lacks broader validation, explanation, or workflow tools that might be expected in a larger toolkit.

Resources