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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

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

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

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

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "contextstudios": {
      "type": "remote",
      "url": "https://mcp.contextstudios.ai/api/public/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "contextstudios": {
      "type": "http",
      "url": "https://mcp.contextstudios.ai/api/public/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=contextstudios&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmNvbnRleHRzdHVkaW9zLmFpL2FwaS9wdWJsaWMvbWNwIn0%3D"
}

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

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

extensions:
  "contextstudios":
    enabled: true
    name: "contextstudios"
    type: streamable_http
    uri: "https://mcp.contextstudios.ai/api/public/mcp"
    timeout: 300

Quality 72 / 100needs work

protocol100 · weight 25

pass
protocol.modernsupports 2026-07-28 (server/discover)
pass
protocol.statelessanswers without a session
pass
protocol.transportstreamable HTTP
pass
protocol.list_ttltool list is cacheable (ttlMs 60000)

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene71 · weight 30

warn
tools.descriptions1 of 46 tools have a description under 20 characters
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations46 of 46 tools declare readOnlyHint or destructiveHint
warn
tools.directory_hints1 of 46 tools declare all four hints; missing: search_blog_knowledge (destructiveHint, idempotentHint); ai_project_estimator (destructiveHint, idempotentHint); blog_explorer (destructiveHint, idempotentHint); …
warn
tools.token_costabout 9,209 tokens to load every tool
warn
tools.api_dump46 tools, 72% named like REST operations: looks like an API mapped one endpoint per tool

stability25 · weight 15

warn
stability.changes27 tool changes in 30 days
fail
stability.rug_pull2 tools kept their name but changed most of their description in 30 days; review before trusting them

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

46 tools, about 9,209 tokens to load them all · tool set d4fc7159f38e · tools last changed 2026-10-01 · checked 2026-10-20 03:05 UTC

Tool changes

2026-10-01list_local_ai_recipesadded
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.
2026-10-01list_local_ai_hardwareadded
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.
2026-10-01list_local_ai_creatorsadded
List the creators (people/projects) behind the published local-AI recipes, with recipe counts per platform.
2026-10-01get_serviceschangeddescription, input schemameaning changed
before
List all 11 services offered by Context Studios.
after · 15% of words in common
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.
2026-10-01get_local_ai_recipeadded
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.
2026-10-01get_local_ai_qualityadded
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.
2026-10-01get_local_ai_methodologyadded
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.
2026-10-01get_local_ai_creatoradded
Get one creator with all of their published local-AI recipes (numbers with category, condition, source_url).
2026-10-01find_local_ai_recipesadded
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.
2026-09-25get_pricingremoved
Get services that match a specific budget range.

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 80 / 100

no-repository

provenance55

liveness100

freshness85

hygiene80

+dns-namespace +website +reachable +uptime-100% ~updated-76d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://mcp.contextstudios.ai/api/public/mcp` streamable-http	none	yes	100%	215 ms	2026-07-28	2026-10-20

Tools (46)

`ai_project_estimator`read-only	Interactive AI project estimation tool.
`blog_explorer`read-only	Interactive blog browsing interface.
`fetch`read-only	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.
`find_local_ai_recipes`read-only	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_blog_posts`read-only	Search and retrieve published blog posts.
`get_company_info`read-only	Retrieve comprehensive information about Context Studios including company overview, tech stack, differentiators, legal info, and contact details.
`get_company_type`read-only	Get a specific company-size segment's full profile: name, TL;DR, entity definition, description, characteristics/needs, FAQ, and canonical + Markdown-twin URLs.
`get_comparison`read-only	Retrieve a detailed comparison between two AI tools.
`get_faq`read-only	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).
`get_featured_glossary_terms`read-only	Get a curated list of featured AI terms.
`get_glossary_by_tech_stack`read-only	Filter glossary terms by technology provider or stack.
`get_glossary_term`read-only	Get a detailed explanation of an AI term.
`get_guide`read-only	Get a specific guide.
`get_industry`read-only	Get a specific industry's full profile: name, TL;DR, entity definition, description, typical pain points, FAQ, and canonical + Markdown-twin URLs.
`get_local_ai_creator`read-only	Get one creator with all of their published local-AI recipes (numbers with category, condition, source_url).
`get_local_ai_methodology`read-only	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`read-only	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`read-only	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.
`get_location_page`read-only	Get specific location page.
`get_page`read-only	Get a specific CMS page by slug and locale.
`get_pricing_model`read-only	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.
`get_related_glossary_terms`read-only	Get terms that are related to a specific glossary term.
`get_role`read-only	Get a specific role's full profile: name, TL;DR, entity definition, description, responsibilities, FAQ, and canonical + Markdown-twin URLs.
`get_services`read-only	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.
`get_use_case`read-only	Get a specific use case's full profile: name, TL;DR, entity definition, description, key features/benefits, FAQ, and canonical + Markdown-twin URLs.
`get_workshops`read-only	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.
`list_company_types`read-only	List the company-size segments Context Studios serves (e.g. startups, SMB, enterprise), with name, one-line summary, and canonical + Markdown-twin URLs.
`list_comparisons`read-only	List all available comparisons.
`list_glossary_categories`read-only	List all 10 glossary categories.
`list_guides`read-only	List public guides.
`list_industries`read-only	List the industries Context Studios serves, with name, one-line summary, and canonical + Markdown-twin URLs.
`list_local_ai_creators`read-only	List the creators (people/projects) behind the published local-AI recipes, with recipe counts per platform.
`list_local_ai_hardware`read-only	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`read-only	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.
`list_location_pages`read-only	List public location and bundesland pages.
`list_roles`read-only	List the buyer/user roles Context Studios addresses (e.g. founder, CTO, marketing manager), with name, one-line summary, and canonical + Markdown-twin URLs.
`list_use_cases`read-only	List the software use cases Context Studios builds (e.g. CRM, invoicing, booking systems), with name, one-line summary, and canonical + Markdown-twin URLs.
`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.
`search`read-only	Search all public Context Studios content (blog, guides, glossary, AI comparisons). Returns result IDs for use with the fetch tool.
`search_blog_knowledge`read-only	Deep full-text search through the entire blog knowledge base. Provide either `query` (full-text search) or `slug` (fetch a specific post).
`search_comparisons`read-only	Search comparisons by keyword.
`search_content`read-only	Universal search across all public content.
`search_glossary`read-only	Search the AI glossary by keyword or category. Provide either `query` or `category`.
`search_guides`read-only	Search public guides.
`search_location_pages`read-only	Search public location and bundesland pages.
`search_pages`read-only	Full-text search across all published CMS pages.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "ai.contextstudios/mcp",
  "icons": [
    {
      "src": "https://www.contextstudios.ai/logos/icon-light-transparent.svg",
      "sizes": [
        "any"
      ],
      "mimeType": "image/svg+xml"
    }
  ],
  "title": "Context Studios MCP",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.contextstudios.ai/api/public/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "2.1.0",
  "websiteUrl": "https://www.contextstudios.ai/en/mcp",
  "description": "AI agency API: free tools for glossary, comparisons, blog, guides, estimates and consulting"
}