Context Studios MCP Server

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Context Studios MCP is listed as active in the registry but did not answer our last check. It exposes 46 tools.

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

Uptime history 91 days of history · worst day 0%

91 days agonow

5.5%

Uptime 24h

5 of 91 checks

Tools

read from the server

305 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 29

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 25 September 2026. No other catalogue keeps this.

8 Oct 8 tools appeared find_local_ai_recipes, get_local_ai_creator, get_local_ai_methodology and 5 more

8 Oct a tool description was rewritten get_services

8 Oct a tool changed the parameters it asks for get_services

25 Sep 11 tools appeared get_company_type, get_faq, get_industry and 8 more

25 Sep 6 tools changed the parameters they ask for fetch, get_company_info, get_comparison and 3 more

25 Sep a tool description was rewritten fetch

25 Sep a tool disappeared get_pricing

Context Studios MCP does not always answer

Over the last week it answered 21.9% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 2 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add mcp --transport http https://mcp.contextstudios.ai/api/public/mcp

Settings → Connectors → Add custom connector, then paste this address

https://mcp.contextstudios.ai/api/public/mcp

~/.codex/config.toml

[mcp_servers.mcp]
url = "https://mcp.contextstudios.ai/api/public/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "mcp": {
      "url": "https://mcp.contextstudios.ai/api/public/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "mcp": {
      "type": "http",
      "url": "https://mcp.contextstudios.ai/api/public/mcp"
    }
  }
}

Available tools 46

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

local

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.

get_local_ai_creator

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

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.

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.

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.

list_local_ai_creators

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

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.

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.

glossary

get_glossary_by_tech_stack

Filter glossary terms by technology provider or stack.

get_glossary_term

Get a detailed explanation of an AI term.

list_glossary_categories

List all 10 glossary categories.

search_glossary

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

blog

blog_explorer

Interactive blog browsing interface.

get_blog_posts

Search and retrieve published blog posts.

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).

company

get_company_info

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

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.

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.

location

get_location_page

Get specific location page.

list_location_pages

List public location and bundesland pages.

search_location_pages

Search public location and bundesland pages.

comparisons

list_comparisons

List all available comparisons.

search_comparisons

Search comparisons by keyword.

guides

list_guides

List public guides.

search_guides

Search public guides.

use

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.

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.

comparison

get_comparison

Retrieve a detailed comparison between two AI tools.

content

search_content

Universal search across all public content.

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).

featured

get_featured_glossary_terms

Get a curated list of featured AI terms.

fetch

fetch

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.

guide

get_guide

Get a specific guide.

industries

list_industries

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

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.

page

get_page

Get a specific CMS page by slug and locale.

pages

search_pages

Full-text search across all published CMS pages.

pricing

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.

project

ai_project_estimator

Interactive AI project estimation tool.

get_related_glossary_terms

Get terms that are related to a specific glossary term.

request

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.

role

get_role

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

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.

search

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

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.

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.

Tools removed

Tools this server used to expose. Anything built against them stopped working on the day they went.

get_pricing

removed 25 Sep 2026

Endpoints

URL	Transport	State	Latency	Checked
https://mcp.contextstudios.ai/api/public/mcp	streamable-http	answering	42 ms	2 min ago

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Context Studios MCP — questions

Answers built from our own checks of this server.

What can Context Studios MCP do?

It exposes 46 tools, read directly from the server on our last check. Among them: ai_project_estimator, blog_explorer, fetch, find_local_ai_recipes, get_blog_posts, get_company_info and 40 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

What is Context Studios MCP mostly used for?

Its tools cluster around local, glossary and location. That is what this server is built to work with — the grouping comes from the actual tool names, not from a category we assigned.

Is Context Studios MCP working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 5 of 91 checks got a reply (5.5%), average response time 305 ms. The bar chart above shows every period we have measured.

Did Context Studios MCP ever remove tools?

Yes. get_pricing is no longer exposed — we recorded the date each one disappeared. A tool vanishing usually means a breaking change for anything that depended on it.

The registry lists Context Studios MCP as active — why does it not respond?

The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.

How do I connect Context Studios MCP?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Context Studios MCP need an API key?

No. Context Studios MCP completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 46 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Context Studios MCP?

It answers our handshake in 305 ms on average, which is faster than 46% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.