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JustAutomate, AI agents and process automation agency: site search, pages, workshop price, contact.

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A4.1/5.0

Scored across 5 tools

Disambiguation4/5

Most tools are clearly distinct: search_site discovers pages, get_page reads one page, list_pages enumerates pages, and get_contact_options/get_workshop_offer return specific structured data. The only mild overlap is between search_site and list_pages as discovery mechanisms, but their descriptions differentiate free-text search from filtered enumeration.

Naming Consistency5/5

All five names use a consistent snake_case verb_noun pattern (get_page, get_contact_options, get_workshop_offer, list_pages, search_site). The verb choices (get/list/search) map predictably to each tool's role.

Tool Count4/5

Five tools is well-scoped for a read-only website content server, and each earns its place. It sits at the lower end, but no tool feels redundant or filler.

Completeness4/5

The surface covers the read-only lifecycle well: search, list, read a page, plus dedicated endpoints for contact and the workshop offer. Since the server explicitly never submits forms or books meetings, the remaining gap (e.g. aggregated offerings beyond the workshop) is minor.

Available Tools

5 tools
get_contact_optionsHow to contact JustAutomateA
Read-onlyIdempotent
Inspect

How a person can reach JustAutomate or book the free initial consultation: e-mail, phone and the contact form in Polish, English or German. This server never submits forms, books meetings or sends messages on anyone's behalf: pass the link or address to the user and let them decide.

ParametersJSON Schema
NameRequiredDescriptionDefault
langNoPreferred language of the contact page: pl, en or de.

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, not open-world), but the description adds meaningful behavior: the server never submits forms, books meetings or sends messages, and the agent must relay contact details to the user. This goes beyond the annotations by defining the interaction contract, though return format is not described.

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

Conciseness4/5

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

Two sentences, front-loaded with what the tool provides and followed by the key constraint. The clause about not submitting forms/bookings/sending messages is slightly redundant with readOnlyHint but is the most actionable part, so it earns its place.

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

Completeness4/5

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

For a single-optional-parameter read tool with no output schema, the description conveys what the agent gets (contact channels and a booking option) and how to use it. Nothing critical is missing, though it does not state the exact shape of returned links or addresses.

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 coverage is 100% and the single lang parameter already documents its enum values. The description's mention of Polish, English or German mirrors that enum, adding only human-readable framing rather than new semantics, so the standard baseline of 3 applies.

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

Purpose5/5

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

The description names a specific resource (contact channels: e-mail, phone, contact form) and the outcome (how to reach JustAutomate or book a free consultation), which clearly separates it from siblings like get_page, search_site and get_workshop_offer. An agent can identify the tool's role without opening the schema.

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

Usage Guidelines4/5

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

It gives clear operational context — pass the link or address to the user and let them decide — and rules out the server acting on the user's behalf. It does not explicitly name when to prefer this over get_page or search_site, so it stops short of full when/when-not guidance.

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

get_pageRead a page of justautomate.aiA
Read-onlyIdempotent
Inspect

Return the content of one public page of justautomate.ai as clean Markdown (no navigation, scripts or forms), with title, description and canonical URL in the front matter. Accepts a full URL or a path such as "/uslugi/" or "/en/services/process-workshop/". Old addresses are followed to their current page. Private client offers and pages excluded from search engines are not available.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYesPage URL on justautomate.ai or a path starting with "/".

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so safety is covered. The description adds real behavioral context beyond them: the output is sanitized Markdown with front matter, redirects to current addresses are followed, and a defined set of pages is inaccessible. It does not mention rate limits or error/404 behavior, so a 4 rather than a 5.

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?

Three sentences, each carrying distinct information (what is returned, accepted input forms plus redirect handling, availability limits), with the core purpose front-loaded. Zero filler.

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

Completeness5/5

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

With no output schema, the description compensates by describing the return shape (Markdown plus front matter fields) and, with full schema coverage on the single parameter, it states accepted input formats and exclusions. An agent has everything needed to invoke it correctly.

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

Parameters4/5

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

Schema description coverage is 100% and there is only one parameter, so the baseline is 3. The description adds genuine meaning beyond the schema: concrete accepted path formats ('/uslugi/', '/en/services/process-workshop/') and the fact that outdated URLs are resolved to their current page.

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

Purpose5/5

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

The description opens with a specific verb and resource ('Return the content of one public page of justautomate.ai') and even specifies the representation ('as clean Markdown, no navigation, scripts or forms, with title, description and canonical URL in the front matter'). This is clearly distinguishable from siblings like list_pages or search_site, which enumerate rather than fetch a single page.

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

Usage Guidelines4/5

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

It gives clear input context (full URL or path like '/uslugi/'), notes that old addresses redirect to their current page, and states an explicit exclusion ('Private client offers and pages excluded from search engines are not available'). It does not explicitly contrast with the sibling tools (e.g., when to prefer search_site or list_pages first), so it stops short of full when/when-not guidance.

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

get_workshop_offerProcess workshop: price and scopeA
Read-onlyIdempotent
Inspect

The process workshop is how every JustAutomate engagement starts: the team maps how a process really runs, lists automation candidates with estimated hours saved, sets the implementation order and quotes the implementation. Returns the public price per week (net, excluding VAT), typical duration, deliverables and the offer page for each market: PL (Poland, PLN), DE (Germany), AT (Austria), CH (Switzerland, CHF), INTL (English-speaking clients, EUR). Implementation itself is quoted only after the workshop.

ParametersJSON Schema
NameRequiredDescriptionDefault
marketNoMarket. Omit to get all of them.

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so safety is covered. The description adds genuinely new behavioral context beyond them: prices are net and exclude VAT, the value is per week, and implementation pricing is deliberately withheld until after the workshop — a business constraint an agent could not infer.

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

Conciseness3/5

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

The key payload (what is returned) is buried after an opening sentence of engagement-process framing that does not help an agent invoke the tool. The second sentence is dense but well organized, so the paragraph is padded rather than wasteful.

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

Completeness4/5

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

With no output schema, the description carries the burden of describing returns and does so explicitly (price, duration, deliverables, offer page). Nothing critical is missing for a single-optional-param read tool, though VAT/currency treatment could be stated neutrally rather than in prose.

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

Parameters4/5

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

Schema coverage is 100% and the enum is documented, so the baseline is 3. The description goes further by annotating each market with its currency (PL→PLN, CH→CHF, INTL→EUR) and clarifying that omitting the market returns all of them, which adds meaning beyond the bare enum list.

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

Purpose5/5

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

The description states a specific resource (the process workshop offer) and enumerates exactly what is returned: net price per week, duration, deliverables, and an offer page per market. It is unmistakable against the siblings (get_contact_options, get_page, list_pages, search_site), none of which touch workshop pricing.

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?

Usage is only implied: framing the workshop as 'how every JustAutomate engagement starts' and noting that implementation is quoted only after the workshop hints at when this tool applies. No explicit when-to-use, no named alternative, and no conditions telling the agent when to pick a sibling tool instead.

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

list_pagesList pages of justautomate.aiA
Read-onlyIdempotent
Inspect

List public pages of justautomate.ai, optionally filtered by kind and language, with pagination. City pages (about 1,400 near-identical local landing pages) are listed only when type is "city".

ParametersJSON Schema
NameRequiredDescriptionDefault
langNoOnly pages in this language: pl, en or de.
typeNoOnly pages of this kind.
limitNoMaximum number of pages to return.
offsetNoNumber of pages to skip.

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive behavior, so the bar is lower; the description nonetheless adds a genuinely non-obvious trait: ~1,400 near-identical city pages are hidden unless type="city", which prevents an agent from being surprised by results or bloating output. It does not mention pagination defaults or result ordering.

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?

Two tightly written sentences, front-loaded with the core action and filters, with the important city-page caveat placed last as a qualifier. No filler.

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

Completeness4/5

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

For a read-only paginated list tool with a fully documented schema and no output schema, the description covers filters, pagination, and the one non-obvious behavioral trap. Return shape and pagination defaults are left to the schema/annotations, which is acceptable.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3, but the description adds real meaning beyond the schema by explaining that the 'city' type value gates access to a special population of pages, which the enum alone does not convey. The lang and limit/offset params remain schema-only.

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?

States a specific verb and resource ('List public pages of justautomate.ai') plus its scope (public, paginated), which clearly separates it from the singular get_page sibling. It stops short of explicitly naming alternatives like search_site, so it is clear but not fully differentiated.

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?

It tells the agent the tool can be filtered by kind and language and supports pagination, implying usage, but gives no explicit 'use this instead of search_site when...' guidance or prerequisites. Usage is inferred rather than stated.

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

search_siteSearch justautomate.aiA
Read-onlyIdempotent
Inspect

Search the public website of JustAutomate (justautomate.ai), a B2B agency that builds AI agents, process automation and system integrations for companies in Poland, the DACH region and internationally. Covers services, products, industry offers, guides, blog posts and city pages in Polish, English and German. Returns titles, descriptions and URLs; read a result with get_page.

ParametersJSON Schema
NameRequiredDescriptionDefault
langNoOnly pages in this language: pl, en or de.
typeNoOnly pages of this kind.
limitNoMaximum number of results.
queryYesWhat to look for, in any of the site languages, e.g. "process workshop price", "KI-Agentur Wien", "automatyzacja faktur".

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so safety is covered. The description adds value beyond them by disclosing the return shape ('titles, descriptions and URLs') and the public/unauthenticated access model, which the annotations alone do not convey.

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?

Two sentences, both front-loaded: capability and scope first, follow-up action second. The regional/vertical elaboration is compact and serves selection rather than padding.

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

Completeness4/5

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

With no output schema, the description supplies the essential return shape and the get_page handoff, and the schema covers all four parameters. Minor gaps remain — result ranking/relevance behavior and whether limit is the only paging control — but nothing blocks a correct call.

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 coverage is 100% with per-parameter descriptions and enums, so the schema carries the semantics. The description's 'in Polish, English and German' and the enumerated content kinds loosely mirror the lang/type enums but add no syntax or matching-behavior detail beyond it, making 3 the appropriate baseline.

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

Purpose5/5

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

States a specific verb+resource ('Search the public website of JustAutomate') and scopes it precisely: which site, which regions, which content kinds, which languages. It also distinguishes itself from the read-side sibling by naming get_page as the follow-up step, so an agent can separate search from read without opening either schema.

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

Usage Guidelines4/5

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

Gives clear context (public site search) and an explicit next-step alternative — 'read a result with get_page' — which routes the agent correctly after results come back. It does not, however, contrast with list_pages or get_workshop_offer, so the agent must infer when browsing/enumeration is preferable to keyword search.

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 5 tool updates
    • First observedget_contact_options
    • First observedget_page
    • First observedget_workshop_offer
    • First observedlist_pages
    • First observedsearch_site

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