ai.contextstudios/mcp

Tools

• ai_project_estimator

  Interactive AI project estimation tool.

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• blog_explorer

  Interactive blog browsing interface.

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• fetch

  Fetch the full content of a document by ID returned from the search tool.

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• find_local_ai_recipes

  Recommend local-AI setups for a given hardware: platform + device count, optional goal (quality | balance | speed). Returns the editorial picks for that setup first (with the reason and the recipe's numbers), then all matching recipes by rank (category → value) or by AA intelligence. Every number has category, condition and source_url.

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• get_blog_posts

  Search and retrieve published blog posts.

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• get_company_info

  Retrieve comprehensive information about Context Studios including company overview, tech stack, differentiators, legal info, and contact details.

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• get_company_type

  Get a specific company-size segment's full profile: name, TL;DR, entity definition, description, characteristics/needs, FAQ, and canonical + Markdown-twin URLs.

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• get_comparison

  Retrieve a detailed comparison between two AI tools.

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• get_faq

  Get frequently asked questions. `scope=site` (default) returns the general Context Studios FAQ. `scope=service` or `scope=industry` requires `slug` and returns the FAQ for that specific service (e.g. mcp-server-development) or industry (e.g. handwerk-bau).

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• get_featured_glossary_terms

  Get a curated list of featured AI terms.

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• get_glossary_by_tech_stack

  Filter glossary terms by technology provider or stack.

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• get_glossary_term

  Get a detailed explanation of an AI term.

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• get_guide

  Get a specific guide.

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• get_industry

  Get a specific industry's full profile: name, TL;DR, entity definition, description, typical pain points, FAQ, and canonical + Markdown-twin URLs.

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• get_local_ai_creator

  Get one creator with all of their published local-AI recipes (numbers with category, condition, source_url).

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• get_local_ai_methodology

  How the local-AI hub measures and ranks: categories (typ = everyday, mixed, peak), rank formula, E12 rule (values of some third-party sites only as links), Terminal-Bench-Mini attribution, Artificial Analysis index version and retrieval date, price policy.

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• get_local_ai_quality

  Agentic quality results for local models from Terminal-Bench-Mini (core19) by kyuz0, Apache-2.0: pass rate within attempts and pass@1 per model/quant/hardware, each with the run URL. Returned with the required attribution.

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• get_local_ai_recipe

  Get one published local-AI recipe by slug: all measured numbers (each with category, condition, source_url), weights with licenses, sources, AA intelligence of the original model (with attribution) and the page URL. Returns not-found for drafts.

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• get_location_page

  Get specific location page.

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• get_page

  Get a specific CMS page by slug and locale.

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• get_pricing

  Get services that match a specific budget range.

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• get_pricing_model

  Explain how Context Studios prices projects: the entry point is a fixed-price workshop (Light Discovery, Strategy Day, or Prototyping Sprint — see the returned `workshops` list), project prices follow scoping with a 48-hour proposal turnaround. Returns the three workshop prices, the phases from discovery to sprint, and what drives the project price. No project price ranges or amounts beyond the workshops — call get_services for what each package includes, and request_consultation or book a call for a project-specific quote.

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• get_related_glossary_terms

  Get terms that are related to a specific glossary term.

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• get_role

  Get a specific role's full profile: name, TL;DR, entity definition, description, responsibilities, FAQ, and canonical + Markdown-twin URLs.

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• get_services

  List all 11 services offered by Context Studios.

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• get_use_case

  Get a specific use case's full profile: name, TL;DR, entity definition, description, key features/benefits, FAQ, and canonical + Markdown-twin URLs.

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• get_workshops

  Get the three fixed-price entry workshops (Light Discovery, Strategy Day, Prototyping Sprint) with price, duration, and delivery mode, plus the booking link and the localized pricing statement. Project prices are scoped, not published — see get_pricing_model for the full pricing approach.

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• list_company_types

  List the company-size segments Context Studios serves (e.g. startups, SMB, enterprise), with name, one-line summary, and canonical + Markdown-twin URLs.

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• list_comparisons

  List all available comparisons.

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• list_glossary_categories

  List all 10 glossary categories.

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• list_guides

  List public guides.

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• list_industries

  List the industries Context Studios serves, with name, one-line summary, and canonical + Markdown-twin URLs.

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• list_local_ai_creators

  List the creators (people/projects) behind the published local-AI recipes, with recipe counts per platform.

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• list_local_ai_hardware

  Hardware platforms of the local-AI hub with datasheet (memory, bandwidth, TDP — each with vendor source) and current German prices (EUR incl. VAT, retailer, URL, retrieval date per entry). Hardware prices only; no service prices.

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• list_local_ai_recipes

  List published local-AI recipes (model + quantization + engine on specific hardware: DGX Spark, Mac, Strix Halo, RTX 3090/5090/PRO 6000) from contextstudios.ai/local-ai. Every number comes with category (typ = everyday, mixed, peak), condition and source_url; aaIntelligence is the Artificial Analysis index of the original model. Sorted by rank (category first, then value) or by intelligence.

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• list_location_pages

  List public location and bundesland pages.

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• list_roles

  List the buyer/user roles Context Studios addresses (e.g. founder, CTO, marketing manager), with name, one-line summary, and canonical + Markdown-twin URLs.

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• list_use_cases

  List the software use cases Context Studios builds (e.g. CRM, invoicing, booking systems), with name, one-line summary, and canonical + Markdown-twin URLs.

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• request_consultation

  Request a free consultation with Context Studios. Use this when a user wants to get in touch, start a project, or receive an offer. Captures name, email, and a short project description; the team replies within 24 hours.

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• search

  Search all public Context Studios content (blog, guides, glossary, AI comparisons). Returns result IDs for use with the fetch tool.

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• search_blog_knowledge

  Deep full-text search through the entire blog knowledge base. Provide either `query` (full-text search) or `slug` (fetch a specific post).

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• search_comparisons

  Search comparisons by keyword.

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• search_content

  Universal search across all public content.

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• search_glossary

  Search the AI glossary by keyword or category. Provide either `query` or `category`.

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• search_guides

  Search public guides.

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• search_location_pages

  Search public location and bundesland pages.

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• search_pages

  Full-text search across all published CMS pages.

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Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.

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