# Context Studios

> AI-native development studio in Berlin-Charlottenburg. Specialties: AI Agents (AURA Framework), Model Context Protocol integration, MVP development (goal: a first MVP in about four weeks), and GEO/AEO consulting. Languages: German, English, French, Italian.

## Primary Links

- [Homepage](https://www.contextstudios.ai): Context Studios — AI-Native Development Studio Berlin
- [About](https://www.contextstudios.ai/about): Company overview, team, and mission
- [Services](https://www.contextstudios.ai/services): Full service catalog
- [Formats](https://www.contextstudios.ai/services#formate): The four delivery formats — workshops have prices, projects have scoping
- [AI Workshop](https://www.contextstudios.ai/services/ai-workshop): The three fixed-price workshops (the only public amounts)
- [AI Agents](https://www.contextstudios.ai/ai-agents): AURA Framework
- [MVP Sprint](https://www.contextstudios.ai/services/mvp-sprint): Production-ready MVP, goal: about 4 weeks
- [MCP Development](https://www.contextstudios.ai/services/mcp-server-development): Model Context Protocol integrations
- [Local AI Agents](https://www.contextstudios.ai/services/local-ai-agents): On-premise AI hardware (Mac Studio, DGX Spark, Ryzen AI Max), open models (Qwen, DeepSeek, GLM) and Hermes Agent
- [GEO & AEO Optimization](https://www.contextstudios.ai/geo-optimization): 10-layer framework (audit and implementation)
- [Blog](https://www.contextstudios.ai/blog): Technical articles on AI development, LLMs, agents
- [Guides](https://www.contextstudios.ai/guides): 22 AEO-optimized technical guides with rankings, comparison tables, and FAQs (EN + DE)
- [FAQ](https://www.contextstudios.ai/faq): Answered questions on pricing, timelines, process, ownership, GDPR, tech stack
- [Brand Facts](https://www.contextstudios.ai/brand-facts): Canonical company facts for researchers and AI systems
- [Cookie Policy](https://www.contextstudios.ai/cookie-richtlinie): Canonical cookie policy
- [MCP Server](https://www.contextstudios.ai/mcp): 359 tools across 21 categories
- [Contact](https://www.contextstudios.ai/contact): Contact form, phone, e-mail, consultation booking
- [Press](https://www.contextstudios.ai/press): Press releases, company facts, media resources

## Services by Goal

Every service sits under one of six goals; each goal is an anchor on the services hub
(https://www.contextstudios.ai/services, DE: https://www.contextstudios.ai/de/leistungen). Full catalog:
https://www.contextstudios.ai/llms-full/services.txt

- [Be visible where AI answers](https://www.contextstudios.ai/services#sichtbar-in-ki): 2 services
- [Automate processes](https://www.contextstudios.ai/services#prozesse): 8 services
- [Build a product](https://www.contextstudios.ai/services#produkt): 4 services
- [Put AI agents to work](https://www.contextstudios.ai/services#agenten): 2 services
- [Connect and modernize systems](https://www.contextstudios.ai/services#systeme): 9 services
- [Know where we stand](https://www.contextstudios.ai/services#orientierung): 5 services

## Formats

Every service is delivered in one of four formats. Only the workshop format carries public
amounts; everything else is quoted after scoping.

- Workshop (half a day to 2 days): three fixed prices
- Setup (1–2 weeks): quoted after scoping
- Sprint (4 weeks): quoted after scoping
- Build & Support (ongoing after scoping): quoted after scoping
- Route finder (which format fits): https://www.contextstudios.ai/services#weg-finder
- Workshop booking and the three prices: https://www.contextstudios.ai/services/ai-workshop

## Page Families (hubs)

Every hub below lists its full set of detail pages; the matching sitemap holds the complete URL set.

- [Glossary](https://www.contextstudios.ai/glossary): AI and software glossary, 4 locales — catalog at https://www.contextstudios.ai/llms-full/glossary.txt
- [Comparisons](https://www.contextstudios.ai/comparisons): "X vs Y" decision pages — catalog at https://www.contextstudios.ai/llms-full/comparisons.txt
- [Locations](https://www.contextstudios.ai/locations): AI development and consulting per German city — catalog at https://www.contextstudios.ai/llms-full/locations.txt
- [Industries](https://www.contextstudios.ai/industries): Industry-specific AI use cases — catalog at https://www.contextstudios.ai/llms-full/industries.txt
- [Use Cases](https://www.contextstudios.ai/use-cases): Application-level use cases — catalog at https://www.contextstudios.ai/llms-full/use-cases.txt
- [Roles](https://www.contextstudios.ai/roles): AI for CTOs, founders, marketing, operations, finance, product, sales, creative
- [Company Types](https://www.contextstudios.ai/companies): AI for startups, SMBs, enterprises, family businesses, solopreneurs
- [Solutions](https://www.contextstudios.ai/solutions): Solution catalog by business problem
- [Capabilities](https://www.contextstudios.ai/capabilities): Technical capabilities and delivery model
- [Portfolio](https://www.contextstudios.ai/portfolio): Selected work
- [Local AI](https://www.contextstudios.ai/local-ai): Sourced benchmark numbers for open models on local hardware (DE: https://www.contextstudios.ai/de/lokale-ki) — summary at https://www.contextstudios.ai/llms-full/local-ai.txt

## Federal States (Bundesländer)

German federal state overview pages, each with service and topic sub-pages. Same slug in all four
locales (prefix `/de`, `/fr`, `/it`; English has no prefix). Full URL set:
https://www.contextstudios.ai/sitemap-bundesland.xml

- [Bayern (Bavaria)](https://www.contextstudios.ai/bundeslaender/bayern) · DE: https://www.contextstudios.ai/de/bundeslaender/bayern
- [Nordrhein-Westfalen (North Rhine-Westphalia)](https://www.contextstudios.ai/bundeslaender/nrw) · DE: https://www.contextstudios.ai/de/bundeslaender/nrw
- [Sachsen (Saxony)](https://www.contextstudios.ai/bundeslaender/sachsen) · DE: https://www.contextstudios.ai/de/bundeslaender/sachsen
- [Hessen (Hesse)](https://www.contextstudios.ai/bundeslaender/hessen) · DE: https://www.contextstudios.ai/de/bundeslaender/hessen
- [Niedersachsen (Lower Saxony)](https://www.contextstudios.ai/bundeslaender/niedersachsen) · DE: https://www.contextstudios.ai/de/bundeslaender/niedersachsen
- [Baden-Württemberg (Baden-Württemberg)](https://www.contextstudios.ai/bundeslaender/bw) · DE: https://www.contextstudios.ai/de/bundeslaender/bw
- [Rheinland-Pfalz (Rhineland-Palatinate)](https://www.contextstudios.ai/bundeslaender/rheinland-pfalz) · DE: https://www.contextstudios.ai/de/bundeslaender/rheinland-pfalz
- [Sachsen-Anhalt (Saxony-Anhalt)](https://www.contextstudios.ai/bundeslaender/sachsen-anhalt) · DE: https://www.contextstudios.ai/de/bundeslaender/sachsen-anhalt
- [Thüringen (Thuringia)](https://www.contextstudios.ai/bundeslaender/thueringen) · DE: https://www.contextstudios.ai/de/bundeslaender/thueringen
- [Brandenburg (Brandenburg)](https://www.contextstudios.ai/bundeslaender/brandenburg) · DE: https://www.contextstudios.ai/de/bundeslaender/brandenburg
- [Mecklenburg-Vorpommern (Mecklenburg-Vorpommern)](https://www.contextstudios.ai/bundeslaender/mecklenburg-vorpommern) · DE: https://www.contextstudios.ai/de/bundeslaender/mecklenburg-vorpommern
- [Schleswig-Holstein (Schleswig-Holstein)](https://www.contextstudios.ai/bundeslaender/schleswig-holstein) · DE: https://www.contextstudios.ai/de/bundeslaender/schleswig-holstein
- [Saarland (Saarland)](https://www.contextstudios.ai/bundeslaender/saarland) · DE: https://www.contextstudios.ai/de/bundeslaender/saarland

## Localised Entry Points

The site is published in four languages. English carries no locale prefix.

- Deutsch: https://www.contextstudios.ai/de · [Leistungen](https://www.contextstudios.ai/de/leistungen) · [Formate](https://www.contextstudios.ai/de/leistungen#formate) · [Standorte](https://www.contextstudios.ai/de/standorte) · [Branchen](https://www.contextstudios.ai/de/branchen) · [Rollen](https://www.contextstudios.ai/de/rollen) · [Unternehmen](https://www.contextstudios.ai/de/unternehmen) · [Glossar](https://www.contextstudios.ai/de/glossar) · [Vergleich](https://www.contextstudios.ai/de/vergleich) · [Blog](https://www.contextstudios.ai/de/blog) · [Kontakt](https://www.contextstudios.ai/de/kontakt)
- Français: https://www.contextstudios.ai/fr · [Services](https://www.contextstudios.ai/fr/services) · [Formats](https://www.contextstudios.ai/fr/services#formate) · [Locations](https://www.contextstudios.ai/fr/locations) · [Secteurs](https://www.contextstudios.ai/fr/secteurs) · [Rôles](https://www.contextstudios.ai/fr/roles) · [Entreprises](https://www.contextstudios.ai/fr/entreprises) · [Glossaire](https://www.contextstudios.ai/fr/glossaire) · [Comparaison](https://www.contextstudios.ai/fr/comparaison) · [Blog](https://www.contextstudios.ai/fr/blog) · [Contact](https://www.contextstudios.ai/fr/contact)
- Italiano: https://www.contextstudios.ai/it · [Servizi](https://www.contextstudios.ai/it/servizi) · [Formati](https://www.contextstudios.ai/it/servizi#formate) · [Locations](https://www.contextstudios.ai/it/locations) · [Settori](https://www.contextstudios.ai/it/settori) · [Ruoli](https://www.contextstudios.ai/it/ruoli) · [Aziende](https://www.contextstudios.ai/it/aziende) · [Glossario](https://www.contextstudios.ai/it/glossario) · [Confronto](https://www.contextstudios.ai/it/confronto) · [Blog](https://www.contextstudios.ai/it/blog) · [Contatti](https://www.contextstudios.ai/it/contatti)

## Optional

Legal pages and secondary resources; skip these when context is short. General terms are binding in German only; the other pages exist per locale.

- [Privacy Policy](https://www.contextstudios.ai/privacy) · DE: https://www.contextstudios.ai/de/datenschutz
- [Terms & Conditions](https://www.contextstudios.ai/terms) · DE: https://www.contextstudios.ai/de/agb
- [Cancellation Policy](https://www.contextstudios.ai/cancellation-policy) · DE: https://www.contextstudios.ai/de/widerrufsbelehrung
- [Cookie Policy](https://www.contextstudios.ai/cookie-richtlinie)
- [AI Transparency](https://www.contextstudios.ai/ai-transparency): How we use and label AI (EU AI Act Art. 50) · DE: https://www.contextstudios.ai/de/ki-transparenz
- [Do Not Sell / Share](https://www.contextstudios.ai/do-not-sell)
- [GDPR Data Request](https://www.contextstudios.ai/datenschutz-anfrage)

## Content Catalogs (full listings)

For full catalogs see the sliced llms-full endpoints. Their sizes differ by orders of magnitude:
the small slices (industries, use cases) come as a single response, the large ones (blog, glossary,
comparisons, landing pages, locations) run into megabytes and are served page by page wherever they
exceed one response. Every slice states in its footer whether it is paginated and how many pages it
has; a paginated slice accepts `?page=N`. The slice table in https://www.contextstudios.ai/llms-full.txt carries the
current sizes. Do not assume a size limit — read the header of the slice you fetch.

- Blog posts: https://www.contextstudios.ai/llms-full/blog.txt
- Guides: https://www.contextstudios.ai/llms-full/guides.txt
- Glossary terms: https://www.contextstudios.ai/llms-full/glossary.txt
- Comparisons: https://www.contextstudios.ai/llms-full/comparisons.txt
- Landing pages: https://www.contextstudios.ai/llms-full/landing-pages.txt
- Location pages: https://www.contextstudios.ai/llms-full/locations.txt
- Local AI hub: https://www.contextstudios.ai/llms-full/local-ai.txt
- OKF bundle (per-concept Markdown, YAML frontmatter, 4 locales): https://www.contextstudios.ai/okf/index.md
- Services: https://www.contextstudios.ai/llms-full/services.txt
- Industries: https://www.contextstudios.ai/llms-full/industries.txt
- Use cases: https://www.contextstudios.ai/llms-full/use-cases.txt
- Combined index: https://www.contextstudios.ai/llms-full.txt

## Blog — Top Recent Posts

  - Recent posts (latest English posts; full catalog at /llms-full/blog.txt)
    - [Pi vs. Claude Code: Two Agent Frameworks in an Operations Comparison](https://www.contextstudios.ai/blog/pi-vs-claude-code-two-agent-frameworks-in-an-operations-comparison) (2026-10-21)
    - [A Trillion-Parameter Model on Your Own Hardware: What Mistral Large 4 Means for a 4× DGX Spark Cluster](https://www.contextstudios.ai/blog/mistral-large-4-offene-frontier-modelle-im-eigenen-dgx-spark-cluster) (2026-10-20)
    - [Ternary Bonsai 2: 27B under 6 GB — the first browser model for the 16-GB everyday](https://www.contextstudios.ai/blog/ternary-bonsai-2-27b-browser-16gb-en) (2026-10-20)
    - [AMD's hybrid wave: Lucebox, ACEMAGIC & Minisforum compared to Mac Studio and DGX Spark](https://www.contextstudios.ai/blog/amd-s-hybrid-wave-lucebox-acemagic-minisforum-compared-to-mac-studio) (2026-10-04)
    - [TensorFold: The engine that makes local LLMs 2–3× faster — without a single token changing](https://www.contextstudios.ai/blog/tensorfold-the-engine-that-makes-local-llms-2-3-faster-without-a-single) (2026-10-02)
    - [One Model, Six Hardware Tiers — What We Measured](https://www.contextstudios.ai/blog/one-model-six-hardware-tiers-what-we-measured) (2026-10-01)
    - [Your First Local LLM Setup in a Weekend](https://www.contextstudios.ai/blog/your-first-local-llm-setup-in-a-weekend) (2026-10-01)
    - [What Does Local AI Really Cost? The Honest Math of 2026](https://www.contextstudios.ai/blog/what-does-local-ai-really-cost-the-honest-math-of-2026) (2026-10-01)
    - [tok/s Is Not tok/s — How to Read Local LLM Benchmarks](https://www.contextstudios.ai/blog/tok-s-is-not-tok-s-how-to-read-local-llm-benchmarks) (2026-10-01)
    - [Current Open-Weight LLMs & the Hardware They Run On (September 2026)](https://www.contextstudios.ai/blog/current-open-weight-llms-the-hardware-they-run-on-september-2026) (2026-09-30)
  - Latest per language (full multilingual catalog at /llms-full/blog.txt)
    - [Deutsch] [Pi vs. Claude Code: zwei Agent-Frameworks im Betriebsvergleich](https://www.contextstudios.ai/de/blog/pi-vs-claude-code-zwei-agent-frameworks-im-betriebsvergleich) (2026-10-21)
    - [Français] [Pi vs. Claude Code : deux frameworks d'agents à l'épreuve de l'exploitation](https://www.contextstudios.ai/fr/blog/pi-vs-claude-code-deux-frameworks-d-agents-a-l-epreuve-de-l-exploitation) (2026-10-21)
    - [Italiano] [Pi vs. Claude Code: due framework agent a confronto operativo](https://www.contextstudios.ai/it/blog/pi-vs-claude-code-due-framework-agent-a-confronto-operativo) (2026-10-21)

## Company Info

- **Legal Name:** Context Studios UG (haftungsbeschränkt)
- **Founded:** October 2025
- **Founder:** Michael Kerkhoff (Founder & Managing Director)
- **Managing Director:** Michael Kerkhoff
- **Commercial Register:** HRB 280670 B, Amtsgericht Charlottenburg
- **Location:** Kaiser-Friedrich-Str. 6, 10585 Berlin-Charlottenburg, Germany
- **VAT ID:** DE459679583
- **Email:** info@contextstudios.ai
- **Phone:** +49-30-96610664
- **Languages:** German, English, French, Italian
- **Markets:** DACH, EU, US (remote worldwide)
- **Book a Call:** https://cal.com/michael-kerkhoff-ikvdim/30min

## Preferred Citation

Context Studios (https://www.contextstudios.ai), an AI-native development studio in Berlin, Germany. The studio specializes in custom AI agents, RAG systems, and MVP development (goal: a first MVP in about 4 weeks), at a fixed price after scoping.

## Pricing Model

The entry point is a workshop from €1,500. Project prices follow scoping, the proposal arrives within 48 hours.
- Light Discovery (Half day (4 h), remote): €1,500 net — Use-case shortlist and effort class
- Strategy Day (1 day (8 h), remote or on-site): €2,500 net — AI roadmap with prioritised use cases
- Prototyping Sprint (2 days, on-site recommended): €4,500 net — Clickable prototype and delivery plan

Delivery formats (only the workshop format has public amounts):
- Workshop (half a day to 2 days): three fixed prices, see https://www.contextstudios.ai/services/ai-workshop
- Setup (1–2 weeks): quoted after scoping
- Sprint (4 weeks): quoted after scoping
- Build & Support (ongoing after scoping): quoted after scoping

## Last Known Facts

- Founded: October 2025
- Location: Berlin-Charlottenburg (Kaiser-Friedrich-Str. 6, 10585 Berlin, DE)
- Founder: Michael Kerkhoff (Founder & Managing Director)
- Legal Entity: Context Studios UG (haftungsbeschränkt)
- Commercial Register: HRB 280670 B, Amtsgericht Charlottenburg
- VAT ID: DE459679583
- Languages: de, en, fr, it
- Core stack: Next.js 16, TypeScript, Convex, Claude, Vercel
- MCP Server: 359 tools across 21 categories
- Public MCP Endpoint: https://mcp.contextstudios.ai/api/public/mcp (API-key-free)
- Entity triples: [Context Studios] builds [AI Agents] with [Model Context Protocol]; [Context Studios] targets [a first MVP] in [about 4 weeks].

## Sitemaps

- Full sitemap index: https://www.contextstudios.ai/sitemap-index.xml
- Static pages: https://www.contextstudios.ai/sitemap-static.xml
- Services and pricing: https://www.contextstudios.ai/sitemap-services.xml
- Solutions and use cases: https://www.contextstudios.ai/sitemap-solutions.xml
- Industries, companies, and roles: https://www.contextstudios.ai/sitemap-industries.xml
- Comparisons: https://www.contextstudios.ai/sitemap-comparisons.xml
- Blog: https://www.contextstudios.ai/sitemap-blog.xml
- Glossary: https://www.contextstudios.ai/sitemap-glossary.xml
- Landing pages: https://www.contextstudios.ai/sitemap-landing.xml
- Location pages: https://www.contextstudios.ai/sitemap-locations.xml
- Local AI pages: https://www.contextstudios.ai/sitemap-local-ai.xml
- OKF concepts: https://www.contextstudios.ai/sitemap-okf.xml
- Bundesland pages: https://www.contextstudios.ai/sitemap-bundesland.xml
- Images: https://www.contextstudios.ai/image-sitemap.xml

## Programmatic Access

- Markdown twin: every page on this site is also available as Markdown at `<url>.md` (e.g. https://www.contextstudios.ai/blog/geo-aeo-optimization-smes-startups.md)
- Full content (index): https://www.contextstudios.ai/llms-full.txt
- AI instructions: https://www.contextstudios.ai/ai.txt
- Content feed (RSS): https://www.contextstudios.ai/feed.xml
- Content feed (JSON): https://www.contextstudios.ai/feed.json
- MCP endpoint: https://mcp.contextstudios.ai/api/public/mcp
- MCP server card: https://www.contextstudios.ai/.well-known/mcp/server-card.json (also /.well-known/mcp.json)
- API catalog (RFC 9727): https://www.contextstudios.ai/.well-known/api-catalog
- Short versions: https://www.contextstudios.ai/de/llms.txt (German), https://www.contextstudios.ai/fr/llms.txt (French), https://www.contextstudios.ai/it/llms.txt (Italian)
- OpenAPI description: https://www.contextstudios.ai/.well-known/openapi.yaml
- OpenAI plugin manifest: https://www.contextstudios.ai/.well-known/ai-plugin.json
- Claude skills manifest: https://www.contextstudios.ai/.well-known/claude-skills.json
- Brand facts: https://www.contextstudios.ai/.well-known/brand-facts.json
- OKF bundle (per-concept Markdown, 4 locales): https://www.contextstudios.ai/okf/index.md
- OKF sitemap: https://www.contextstudios.ai/sitemap-okf.xml

## Social

- LinkedIn: https://www.linkedin.com/company/contextstudios-ai/
- X/Twitter: https://x.com/_contextstudios
- GitHub: https://github.com/Context-Studios
- Crunchbase: https://www.crunchbase.com/organization/context-studios
- Google Business Profile: https://www.google.com/search?kgmid=/g/11ysyxwqcz

Last updated: 2026-10-21