Context Studios MCP

ai.contextstudiosPublished by contextstudios.aiOfficial publisherv2.1.0Updated Oct 25, 2026

AI agency API: free tools for glossary, comparisons, blog, guides, estimates and consulting

VerifiedStreamable HTTPWeb executableKnowledge & MemoryBusiness & CommerceAI & ML

Overview

AI-generated overview

A remote MCP server from an AI agency that lets an assistant search its blog, glossary, guides and AI tool comparisons, browse local-AI hardware recipes, and,

What you can do
Search and fetch public content: blog posts, guides, glossary terms and categories, AI tool comparisons, and any public page's Markdown version by URL or ID. Look up agency offerings: services, use cases, industries, company-size segments, roles, location pages, FAQs, workshops and pricing model. Explore local-AI recipes: hardware platforms with prices, recipes with measured numbers, creators, quality results and ranking methodology. Estimate an AI project and request a free consultation with name, email and project description.
When to use it
Useful when you want an assistant to answer questions about AI terminology, AI tool comparisons or local-AI setups on specific hardware, or to look up what this agency offers and how it prices work. Also handy for pulling its public blog and guide content into a conversation.
Requirements
Remote streamable HTTP endpoint; no package, account, API key or header is declared. Network access to the provider's endpoint is needed.
Before you install
The consultation tool submits a name, email and project description to the provider, which then contacts the user. Content, prices and rankings are the provider's own editorial material and should be treated as vendor information rather than neutral advice.

Installation

In SourceWeft

  1. Open Context Studios MCP in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/ai.contextstudios%2Fmcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "context-studios": {
      "type": "http",
      "url": "https://mcp.contextstudios.ai/api/public/mcp"
    }
  }
}

Tools

46

ai_project_estimator

AI Project Estimator

Interactive AI project estimation tool.

ParametersprojectTypeprojectDescriptionrequired

blog_explorer

Blog Explorer

Interactive blog browsing interface.

Parameterstagquerylanguage

fetch

Fetch Context Studios Document

Fetch the full content of a document by ID returned from the search tool (e.g. 'blog:de:mein-artikel'), OR by a full https://www.contextstudios.ai/... URL or site-relative path — any public page's Markdown twin (<url>.md) is fetched, cached, and returned in the same shape.

Parametersidrequired

find_local_ai_recipes

Find Local AI Recipes for Hardware

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.

Parametersgoalsortcountrequiredlimitlocaleplatformrequired

get_blog_posts

Get Blog Posts

Search and retrieve published blog posts.

Parameterstaglimitquerylanguage

get_company_info

Get Company Info

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

Parameterssections

get_company_type

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.

ParametersslugrequiredlocaleresponseFormat

get_comparison

Get Comparison

Retrieve a detailed comparison between two AI tools.

ParametersslugrequiredlanguageresponseFormat

get_faq

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).

ParametersslugscopelocaleresponseFormat

get_glossary_by_tech_stack

Get Glossary by Tech Stack

Filter glossary terms by technology provider or stack.

ParameterslimitlanguagetechStackrequiredresponseFormat

get_glossary_term

Get Glossary Term

Get a detailed explanation of an AI term.

ParametersslugrequiredlanguageresponseFormat

get_guide

Get Guide

Get a specific guide.

ParametersslugrequiredlocaleresponseFormat

get_industry

Get Industry

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

ParametersslugrequiredlocaleresponseFormat

get_local_ai_creator

Get Local AI Creator

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

Parametersslugrequiredlocale

get_local_ai_methodology

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.

Takes no parameters.

get_local_ai_quality

Get Local AI Quality (Terminal-Bench-Mini)

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.

Parametersplatform

get_local_ai_recipe

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.

Parametersslugrequiredlocale

get_location_page

Get Location Page

Get specific location page.

ParametersslugrequiredlocaleresponseFormatincludeSections

get_page

Get Page

Get a specific CMS page by slug and locale.

ParametersslugrequiredlocaleresponseFormatincludeSections

get_pricing_model

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.

Parameterslocale

get_role

Get Role

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

ParametersslugrequiredlocaleresponseFormat

get_services

Get Services

List the services offered by Context Studios. Every service sits under one of six goals (cluster) and is delivered in one or more of four formats (workshop, setup, sprint, build); only the workshop format has public prices, everything else is quoted after scoping.

ParametersformatclusterserviceId

get_use_case

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.

ParametersslugrequiredlocaleresponseFormat

get_workshops

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.

ParameterslocaleresponseFormat

list_company_types

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.

ParameterslocaleresponseFormat

list_comparisons

List Comparisons

List all available comparisons.

ParameterslimitcategorylanguageresponseFormat

list_glossary_categories

List Glossary Categories

List all 10 glossary categories.

ParametersresponseFormat

list_guides

List Guides

List public guides.

ParameterslimitquerylocaleresponseFormat

list_industries

List Industries

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

ParameterslocaleresponseFormat

list_local_ai_creators

List Local AI Creators

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

Takes no parameters.

list_local_ai_hardware

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.

Parametersplatform

list_local_ai_recipes

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.

Parameterssortcountlimitlocalecreatorplatform

list_location_pages

List Location Pages

List public location and bundesland pages.

ParameterscitylimitscopelocaleserviceresponseFormatincludeOverviews

list_roles

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.

ParameterslocaleresponseFormat

list_use_cases

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.

ParameterslocaleresponseFormat

request_consultation

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.

ParametersnamerequiredemailrequiredcompanywebsiteestimatedBudgetprojectDescriptionrequired

search_blog_knowledge

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).

ParametersslugquerylanguageresponseFormat

search_comparisons

Search Comparisons

Search comparisons by keyword.

ParameterslimitqueryrequiredlanguageresponseFormat

search_content

Search Content

Universal search across all public content.

ParametersqueryrequiredlocalemaxResultsresponseFormat

search_glossary

Search Glossary

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

ParameterslimitquerycategorylanguageresponseFormat

search_guides

Search Guides

Search public guides.

ParameterslimitqueryrequiredlocaleresponseFormat

search_location_pages

Search Location Pages

Search public location and bundesland pages.

ParameterslimitqueryrequiredscopelocaleresponseFormat

search_pages

Search Pages

Full-text search across all published CMS pages.

ParameterslimitqueryrequiredlocaleresponseFormat

Version history

1
  1. v2.1.0LatestSep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.