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Frisian MCP (Django)

demo

Live working demo of frisian-mcp. Three capability groups: crm (contacts, companies, deals, tasks, memos), ops (automation, infrastructure, notifications, security, compliance), platform (analytics, data, reporting, integrations, users). All reads and writes are real and persistent.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeNo
pageNo
actionNoOperation to perform. Omit or use 'help' to list all available actions and their required parameters.
paramsNoAction-specific parameters. crm: {resource, action}; ops: {group, action}; platform: {group, action}. 'mode', 'page', 'page_size' and 'filter_keys' are top-level ONLY on a continuation call (i.e. alongside a 'continuation_token'); otherwise they are ordinary action parameters and belong here.
page_sizeNo
filter_keysNo
continuation_tokenNoFrom a probe response. Send at the TOP LEVEL, not inside 'params'.

TDQS

A3.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the behavioral disclosure burden. The statement that all reads and writes are real and persistent is a meaningful and important warning about side effects. It could further explain help behavior, continuation semantics, or the full mutation surface, but the core safety-relevant trait is disclosed.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact, front-loads the tool's identity, packs the capability groups into a scannable list, and closes with the most important behavioral warning. Every sentence earns its place with no redundancy or filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

This is a broad tool with seven parameters, nested objects, no output schema, and no annotations. The description plus the schema's action/params/continuation_token guidance cover capability selection and basic continuation, but the description does not convey an end-to-end call pattern, expected response shape, or how to discover specific actions beyond the help hint in the schema. It is adequate but not complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is low at 43%, so the description helps by enumerating the concrete resources and groups that can be used inside the params object. It does not explain the mode, page, page_size, or filter_keys parameters, but the schema already provides some structural guidance for those, making the overall parameter context adequate though incomplete.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly identifies the tool as a live working demo of frisian-mcp and outlines the three capability groups with their subdomains. This is more than a tautology and helps distinguish the tool as an interactive demonstration surface rather than documentation or setup tooling.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The wording implies the tool is for hands-on exploration of a live demo system, and the sibling names (docs, install, troubleshooting) make the contrast fairly clear. However, it does not explicitly state when to use this tool versus those siblings, nor does it describe exclusions or recommended first steps.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

B3.2/5.0
Disambiguation4/5

The four top-level tools are clearly separated by intent: try the product (demo), read reference material (docs), set up integrations (install), and resolve problems (troubleshooting). Minor overlap exists because docs has a 'demo' sub-action and install/troubleshooting share the same integration names, but descriptions generally make the boundary clear.

Naming Consistency3/5

Tool names are short, lowercase, and self-descriptive, making them easy to scan, but they mix verb and noun/gerund forms (install vs docs/troubleshooting). Nested actions also follow different conventions (getting_started vs nautobot), so there is no strong predictible pattern.

Tool Count5/5

Four tools is well-scoped for a guide-oriented server. Each tool earns its place in the adoption and support lifecycle, and each contains useful sub-actions, so the count feels appropriate without being bloated.

Completeness4/5

The set covers the core journey: discover docs, try the demo, install an integration, and troubleshoot problems. The main gaps are that install/troubleshooting are scoped to four listed integrations and there is no explicit upgrade/uninstall surface, though docs may cover those indirectly.