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mindmelt – B2B agency Frankfurt

by de.mindmelt
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Server Details

Read-only data on mindmelt, a B2B agency in Frankfurt: services, cases, pricing, fit checks.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.6/5.0

Scored across 8 tools

Disambiguation4/5

Most tools target distinct data sources (cases, pages, capabilities, pricing, services). However, check_fit, recommend_services, and search_services all take free-text input and return scored matches, creating some overlap in purpose. Descriptions clarify the differences, but an agent might still confuse recommendation with search.

Naming Consistency4/5

Names mostly follow a verb_noun pattern (check_fit, find_cases, find_pages, get_capability, get_company_profile, get_pricing, recommend_services, search_services). get_company_profile is a minor deviation (noun phrase) but still readable.

Tool Count5/5

8 tools is well-scoped for a B2B agency information server, covering distinct retrieval tasks without redundancy. Each tool earns its place.

Completeness4/5

The surface covers key lookups: fit checking, case finding, page searching, capability retrieval, company profile, pricing, service recommendation, and full-text search. No update/delete operations are needed since data is likely static, but the server lacks direct listing of all cases, pages, or services (though search_services can partially compensate). Minor gap: no tool to retrieve a single service by ID, but search/recommend may suffice.

Available Tools

8 tools
check_fitBInspect

Freitextbasierter Abgleich einer Anforderung gegen die in selection-rules.json dokumentierten good_fit/poor_fit-Kriterien (signals) sowie services/capabilities.

requirement: Freitext-Anforderung/Situationsbeschreibung des Interessenten.
Gibt zurueck, ob/welche good_fit- bzw. poor_fit-Kriterien passen, mit Score.

Inputs: requirement (required).

find_casesAInspect

Filtert cases.json nach industry-ID und/oder exaktem capability-Feld.

industry: exakte oder teilweise industry-ID aus cases.json (z.B. "b2b-werbeagentur").
capability: Suchbegriff, der exakt gegen das capability-Feld jedes Case gematcht wird
    (kein Fallback auf das services-Array).

Inputs: industry, capability.

find_pagesAInspect

Durchsucht den vollstaendigen Seitenindex von mindmelt.de (pages.json, alle Sitemap-URLs inkl. Sub-Brands und englischer Version) ueber Title, H1, Meta-Description und URL.

query: Suchbegriff(e), z.B. "Relaunch", "KI Schulung", "Healthcare". Leer = alle Seiten.
sub_brand: mindmelt | mindmelt-ai | mindmelt-studio | mindmelt-speaker | mindmelt-boost | mindmelt-en
lang: de | en
type: page | blog | blog-index
Liefert url, title, description, markdown-URL, hreflang-Alternativen und zugeordnete capabilities.

Inputs: lang, type, query, sub_brand.

get_capabilityCInspect

Liefert einen einzelnen Eintrag aus capabilities.json anhand seiner id.

id: capability-id, z.B. "seo" oder "webentwicklung".

Inputs: id (required).

get_company_profileCInspect

Liefert entities.json organization + people gebuendelt (Firmenprofil).

Inputs: no named parameters.

get_pricingAInspect

Liefert Preisinformationen aus pricing.json.

sub_brand: filtert auf eine Sub-Brand, z.B. "mindmelt studio", "mindmelt speaker"
    oder "mindmelt" (optional, ohne Angabe werden alle Sub-Brands geliefert).
id: liefert genau einen Eintrag anhand seiner id, z.B. "werbeagentur-website"
    (optional; hat Vorrang vor sub_brand). Eintraege mit dreistufiger Preisstruktur
    (starter/business/premium) liefern das volle tiers-Array.
Ohne Parameter: komplette pricing.json (stand, hinweis, alle Eintraege).

Inputs: id, sub_brand.

recommend_servicesBInspect

Matched eine Problembeschreibung gegen die 'problem'-Felder in services.json und liefert die am besten passenden Services samt verknuepfter capabilities.

problem: Freitext-Problembeschreibung, z.B. "B2B-Relaunch mit SEO und KI-Sichtbarkeit".

Inputs: problem (required).

search_servicesAInspect

Volltextsuche (Keyword/Alias-Matching, kein Vector-Search) ueber capabilities.json und services.json inkl. aliases aus entities.json.

query: Suchbegriff(e), z.B. "SEO Relaunch" oder "KI Sichtbarkeit".
Gibt sortierte Treffer aus capabilities und services mit Score zurueck.

Inputs: query (required).

Tool Schema Changelog

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

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