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

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Status
Healthy
Uptime
100.0% over 21 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A4.2/5.0

Scored across 5 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: browsing (list_pages), retrieval (get_page), discovery (search_site), contact info (get_contact_options), and a specific commercial offer (get_workshop_offer). The search/list/get trio is well-differentiated by description (search returns summaries, list enumerates, get returns full content). No overlaps that would cause misselection.

Naming Consistency5/5

All five tools follow a consistent verb_noun snake_case pattern (get_*, list_*, search_*). Prefixes accurately reflect the action type. No mixing of conventions.

Tool Count5/5

Five tools is well-scoped for a read-only public website content server. Each tool earns its place with no redundancy; nothing feels thin or bloated.

Completeness5/5

For a read-only site-content domain, the surface is complete: search, list, page retrieval, contact details, and the key commercial entry point (workshop offer). The description explicitly scopes out form submission/messaging, so no write operations are expected.

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.

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

A3.6/5.0
Behavior3/5

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 structurally. The description adds that only 'public' pages are returned, a useful scope constraint, but says nothing about ordering, total counts, or pagination exhaustion behavior.

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?

A single well-formed sentence, front-loaded with verb and resource, with filters and pagination appended. No wasted words.

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 simple read-only listing tool with a fully documented schema and rich annotations, the description covers the essentials. No output schema exists, so return shape isn't required, though ordering/total-count behavior is left unstated.

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 100%, so lang, type, limit and offset are fully documented in the schema with enums and bounds. The description only restates 'filtered by kind and language, with pagination' without adding syntax or defaults beyond what the schema provides — baseline 3.

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 states a specific verb (List) and resource (public pages of justautomate.ai) with the narrowed scope of 'public'. It does not explicitly differentiate itself from siblings like get_page or search_site, but the plural listing intent is clear from the name and text.

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 implies usage via 'optionally filtered by kind and language, with pagination', signalling this is a browsing/enumeration tool. However, it never says when to prefer it over search_site or get_page, nor when_not to use it, so guidance stays at the implied level.

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 and blog posts in Polish, English and German, plus local pages for selected German-speaking cities. 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

A4.5/5.0
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 value beyond that: it discloses the indexed content scope (multilingual, multi-type, city pages) and the return shape (titles, descriptions, URLs), which the annotations cannot 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?

Three compact sentences with zero filler. The scope statement comes first, the coverage detail second, and the hand-off to get_page last — appropriately front-loaded.

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?

For a four-parameter, read-only search tool with no output schema, the description supplies what the structured fields cannot: the corpus boundary, the language/type landscape, and the return fields. Nothing needed to invoke it correctly is missing.

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 and the schema already documents query, lang, type and limit. The description lifts it slightly by clarifying that query may be phrased in any site language and that the corpus spans three languages plus city pages, which explains the semantics behind the lang and type enums.

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?

Names a specific verb and resource (search the public website of JustAutomate) and immediately scopes the corpus: services, products, industry offers, guides, blog posts, across pl/en/de plus German city pages. An agent can tell this apart from get_page or list_pages without opening any 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?

The description gives a clear usage context (searching public site content) and explicitly routes the follow-up step: 'read a result with get_page.' It does not, however, state when to prefer list_pages over search, nor any exclusion conditions, 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.

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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