Context Studios MCP

Official28 tools

by contextstudios

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

AI ContextStudios MCP Server (ai.contextstudios/mcp)

AI ContextStudios MCP server (“AI agency API”) provides free tools focused on content and decision support, including glossary, comparisons, blog, guides, estimates, and consulting. The catalog entry indicates 28 available tools under the ai.contextstudios/mcp identifier.

🛠️ Key Features

Free tools for glossary
Free tools for comparisons
Free tools for blog content
Free tools for guides
Free tools for estimates
Free tools for consulting
Tool count: 28

🚀 Use Cases

Build glossaries
Compare options or concepts
Draft blog content
Create guides
Produce estimates
Obtain consulting support

⚡ Developer Benefits

Access to 28 tools via the MCP server endpoint
Structured coverage of glossary, comparisons, blog, guides, estimates, and consulting

⚠️ Limitations

Scope is limited to the listed tool categories (glossary, comparisons, blog, guides, estimates, consulting).

Captured live from the server via tools/list.

ai_project_estimator

Interactive AI project estimation tool.

Parameters2

projectDescription	string	required	Natural-language description of the project, workflow, product idea, or AI use case to estimate.
projectType	string	optional	Project archetype used by the estimator.

Raw schema

{
  "type": "object",
  "properties": {
    "projectDescription": {
      "description": "Natural-language description of the project, workflow, product idea, or AI use case to estimate.",
      "minLength": 10,
      "examples": [
        "Build an AI support agent that answers customer questions from our help center and escalates edge cases."
      ],
      "type": "string"
    },
    "projectType": {
      "description": "Project archetype used by the estimator.",
      "examples": [
        "mvp",
        "ai-agent",
        "automation"
      ],
      "type": "string",
      "enum": [
        "mvp",
        "saas",
        "ai-integration",
        "automation",
        "mobile-app",
        "web-app",
        "ai-agent",
        "data-pipeline"
      ]
    }
  },
  "required": [
    "projectDescription"
  ]
}

blog_explorer

Interactive blog browsing interface.

Parameters3

query	string	optional	Search query or keyword phrase. Use the user's natural-language topic.
tag	string	optional	Exact or near-exact blog tag to filter published posts.
language	string	optional	Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search query or keyword phrase. Use the user's natural-language topic.",
      "minLength": 2,
      "examples": [
        "MCP server development",
        "Claude vs ChatGPT",
        "AI agent security"
      ],
      "type": "string"
    },
    "tag": {
      "description": "Exact or near-exact blog tag to filter published posts.",
      "examples": [
        "MCP",
        "AI Development"
      ],
      "type": "string"
    },
    "language": {
      "description": "Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    }
  }
}

fetch

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

Parameters1

string

required

Document ID from search results, e.g. 'blog:de:mein-artikel'

Raw schema

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "description": "Document ID from search results, e.g. 'blog:de:mein-artikel'"
    }
  },
  "required": [
    "id"
  ]
}

get_blog_posts

Search and retrieve published blog posts.

Parameters4

query	string	optional	Search query or keyword phrase. Use the user's natural-language topic.
tag	string	optional	Exact or near-exact blog tag to filter published posts.
language	string	optional	Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
limit	number	optional	Maximum number of results to return.

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search query or keyword phrase. Use the user's natural-language topic.",
      "minLength": 2,
      "examples": [
        "MCP server development",
        "Claude vs ChatGPT",
        "AI agent security"
      ],
      "type": "string"
    },
    "tag": {
      "description": "Exact or near-exact blog tag to filter published posts.",
      "examples": [
        "MCP",
        "AI Development"
      ],
      "type": "string"
    },
    "language": {
      "description": "Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 50,
      "default": 5,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    }
  }
}

get_company_info

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

Parameters1

sections

array

optional

Which sections to return. Defaults to ['overview']

Raw schema

{
  "type": "object",
  "properties": {
    "sections": {
      "description": "Which sections to return. Defaults to ['overview']",
      "examples": [
        [
          "overview",
          "contact"
        ],
        [
          "overview",
          "contact",
          "tech_stack",
          "differentiators",
          "legal"
        ]
      ],
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "overview",
          "contact",
          "tech_stack",
          "differentiators",
          "legal"
        ]
      }
    }
  }
}

get_comparison

Retrieve a detailed comparison between two AI tools.

Parameters3

slug	string	required	Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.
language	string	optional	Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "description": "Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.",
      "minLength": 2,
      "examples": [
        "claude-vs-chatgpt",
        "convex-vs-supabase"
      ],
      "type": "string"
    },
    "language": {
      "description": "Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "slug"
  ]
}

get_featured_glossary_terms

Get a curated list of featured AI terms.

Parameters3

language	string	optional	Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
limit	number	optional	Maximum number of results to return.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "language": {
      "description": "Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 50,
      "default": 10,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  }
}

get_glossary_by_tech_stack

Filter glossary terms by technology provider or stack.

Parameters4

techStack	string	required	Technology provider or stack name to filter glossary terms.
language	string	optional	Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
limit	number	optional	Maximum number of results to return.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "techStack": {
      "description": "Technology provider or stack name to filter glossary terms.",
      "minLength": 2,
      "examples": [
        "Claude",
        "OpenAI",
        "Convex"
      ],
      "type": "string"
    },
    "language": {
      "description": "Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 50,
      "default": 10,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "techStack"
  ]
}

get_glossary_term

Get a detailed explanation of an AI term.

Parameters3

slug	string	required	Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.
language	string	optional	Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "description": "Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.",
      "minLength": 2,
      "examples": [
        "model-context-protocol",
        "retrieval-augmented-generation"
      ],
      "type": "string"
    },
    "language": {
      "description": "Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "slug"
  ]
}

get_guide

Get a specific guide.

Parameters3

slug	string	required	Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.
locale	string	optional	Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "description": "Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.",
      "minLength": 2,
      "examples": [
        "ai-agent-security-governance-tools-2026"
      ],
      "type": "string"
    },
    "locale": {
      "description": "Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "slug"
  ]
}

get_location_page

Get specific location page.

Parameters4

slug	string	required	Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.
locale	string	optional	Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
includeSections	boolean	optional	Whether to include full page sections. Keep false for discovery; use true when the user needs complete page content.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "description": "Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.",
      "minLength": 2,
      "examples": [
        "locations/berlin",
        "bundeslaender/bayern"
      ],
      "type": "string"
    },
    "locale": {
      "description": "Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "includeSections": {
      "description": "Whether to include full page sections. Keep false for discovery; use true when the user needs complete page content.",
      "default": false,
      "examples": [
        false,
        true
      ],
      "type": "boolean"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "slug"
  ]
}

get_page

Get a specific CMS page by slug and locale.

Parameters4

slug	string	required	Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.
locale	string	optional	Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
includeSections	boolean	optional	Whether to include full page sections. Keep false for discovery; use true when the user needs complete page content.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "description": "Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.",
      "minLength": 2,
      "examples": [
        "services",
        "pricing",
        "ai-agents"
      ],
      "type": "string"
    },
    "locale": {
      "description": "Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "includeSections": {
      "description": "Whether to include full page sections. Keep false for discovery; use true when the user needs complete page content.",
      "default": false,
      "examples": [
        false,
        true
      ],
      "type": "boolean"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "slug"
  ]
}

get_pricing

Get services that match a specific budget range.

Parameters1

budget

string

optional

Budget band to filter pricing. Use all or omit it for the full pricing overview.

Raw schema

{
  "type": "object",
  "properties": {
    "budget": {
      "description": "Budget band to filter pricing. Use all or omit it for the full pricing overview.",
      "examples": [
        "all",
        "5k_20k",
        "20k_50k"
      ],
      "type": "string",
      "enum": [
        "all",
        "under_5k",
        "5k_20k",
        "20k_50k",
        "50k_plus"
      ],
      "default": "all"
    }
  }
}

get_related_glossary_terms

Get terms that are related to a specific glossary term.

Parameters4

slug	string	required	Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.
language	string	optional	Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
limit	number	optional	Maximum number of results to return.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "description": "Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.",
      "minLength": 2,
      "examples": [
        "my-favorite-mcp-servers-in-january-2026-the-best-tools-for-ai-powered-development",
        "mvp-sprint"
      ],
      "type": "string"
    },
    "language": {
      "description": "Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 50,
      "default": 5,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "slug"
  ]
}

get_services

List all 11 services offered by Context Studios.

Parameters2

category	string	optional	Optional category filter. For services use starter, fasttrack, enterprise, or all. For glossary/comparisons use a published content category.
serviceId	string	optional	Exact service identifier returned by get_services, for example mvp-sprint or ai-agents.

Raw schema

{
  "type": "object",
  "properties": {
    "category": {
      "description": "Optional category filter. For services use starter, fasttrack, enterprise, or all. For glossary/comparisons use a published content category.",
      "examples": [
        "all",
        "fasttrack",
        "agentic"
      ],
      "type": "string",
      "enum": [
        "starter",
        "fasttrack",
        "enterprise",
        "all"
      ]
    },
    "serviceId": {
      "description": "Exact service identifier returned by get_services, for example mvp-sprint or ai-agents.",
      "examples": [
        "mvp-sprint",
        "ai-agents"
      ],
      "type": "string"
    }
  }
}

list_comparisons

List all available comparisons.

Parameters4

category	string	optional	Optional category filter. For services use starter, fasttrack, enterprise, or all. For glossary/comparisons use a published content category.
language	string	optional	Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
limit	number	optional	Maximum number of results to return.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "category": {
      "description": "Optional category filter. For services use starter, fasttrack, enterprise, or all. For glossary/comparisons use a published content category.",
      "examples": [
        "all",
        "fasttrack",
        "agentic"
      ],
      "type": "string"
    },
    "language": {
      "description": "Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 500,
      "default": 100,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  }
}

list_glossary_categories

List all 10 glossary categories.

Parameters1

responseFormat

string

optional

Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  }
}

list_guides

List public guides.

Parameters4

locale	string	optional	Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
query	string	optional	Search query or keyword phrase. Use the user's natural-language topic.
limit	number	optional	Maximum number of results to return.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "locale": {
      "description": "Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "query": {
      "description": "Search query or keyword phrase. Use the user's natural-language topic.",
      "minLength": 2,
      "examples": [
        "MCP server development",
        "Claude vs ChatGPT",
        "AI agent security"
      ],
      "type": "string"
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 50,
      "default": 10,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  }
}

list_location_pages

List public location and bundesland pages.

Parameters7

locale	string	optional	Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
scope	string	optional	Location-page scope: locations, bundeslaender, or all.
city	string	optional	Optional city filter for location pages.
service	string	optional	Optional service slug or service keyword for location pages.
includeOverviews	boolean	optional	Whether overview landing pages should be included together with city/state subpages.
limit	number	optional	Maximum number of results to return.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "locale": {
      "description": "Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "scope": {
      "description": "Location-page scope: locations, bundeslaender, or all.",
      "default": "all",
      "examples": [
        "locations",
        "all"
      ],
      "type": "string",
      "enum": [
        "locations",
        "bundeslaender",
        "all"
      ]
    },
    "city": {
      "description": "Optional city filter for location pages.",
      "examples": [
        "Berlin",
        "Hamburg",
        "Munich"
      ],
      "type": "string"
    },
    "service": {
      "description": "Optional service slug or service keyword for location pages.",
      "examples": [
        "mcp-server-development",
        "ai-agents"
      ],
      "type": "string"
    },
    "includeOverviews": {
      "description": "Whether overview landing pages should be included together with city/state subpages.",
      "default": true,
      "examples": [
        true,
        false
      ],
      "type": "boolean"
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 1000,
      "default": 200,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  }
}

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.

Parameters6

name	string	required	Contact name
email	string	required	Contact email address
projectDescription	string	required	What the user wants to build or solve (a few sentences)
company	string	optional	Company name (optional)
estimatedBudget	string	optional	Budget range if known, e.g. '€10,000–€25,000' (optional)
website	string	optional	Leave this field empty.

Raw schema

{
  "type": "object",
  "properties": {
    "name": {
      "type": "string",
      "description": "Contact name",
      "minLength": 2,
      "maxLength": 100
    },
    "email": {
      "type": "string",
      "description": "Contact email address",
      "maxLength": 254
    },
    "projectDescription": {
      "description": "What the user wants to build or solve (a few sentences)",
      "minLength": 10,
      "examples": [
        "Build an AI support agent that answers customer questions from our help center and escalates edge cases."
      ],
      "type": "string",
      "maxLength": 2000
    },
    "company": {
      "type": "string",
      "description": "Company name (optional)",
      "maxLength": 200
    },
    "estimatedBudget": {
      "type": "string",
      "description": "Budget range if known, e.g. '€10,000–€25,000' (optional)",
      "maxLength": 100
    },
    "website": {
      "type": "string",
      "description": "Leave this field empty."
    }
  },
  "required": [
    "name",
    "email",
    "projectDescription"
  ]
}

search

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

Parameters1

query

string

required

Search query

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search query",
      "minLength": 2,
      "examples": [
        "MCP server development",
        "Claude vs ChatGPT",
        "AI agent security"
      ],
      "type": "string"
    }
  },
  "required": [
    "query"
  ]
}

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).

Parameters4

query	string	optional	Search query or keyword phrase. Use the user's natural-language topic.
slug	string	optional	Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.
language	string	optional	Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search query or keyword phrase. Use the user's natural-language topic.",
      "minLength": 2,
      "examples": [
        "MCP server development",
        "Claude vs ChatGPT",
        "AI agent security"
      ],
      "type": "string"
    },
    "slug": {
      "description": "Exact public slug for a blog post, guide, location page, comparison, glossary term, CMS page, or landing page.",
      "minLength": 2,
      "examples": [
        "my-favorite-mcp-servers-in-january-2026-the-best-tools-for-ai-powered-development",
        "mvp-sprint"
      ],
      "type": "string"
    },
    "language": {
      "description": "Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  }
}

search_comparisons

Search comparisons by keyword.

Parameters4

query	string	required	Search query or keyword phrase. Use the user's natural-language topic.
language	string	optional	Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
limit	number	optional	Maximum number of results to return.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search query or keyword phrase. Use the user's natural-language topic.",
      "minLength": 2,
      "examples": [
        "MCP server development",
        "Claude vs ChatGPT",
        "AI agent security"
      ],
      "type": "string"
    },
    "language": {
      "description": "Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 500,
      "default": 50,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "query"
  ]
}

search_content

Universal search across all public content.

Parameters4

query	string	required	Search query or keyword phrase. Use the user's natural-language topic.
maxResults	number	optional	Maximum combined search results to return across public content types.
locale	string	optional	Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search query or keyword phrase. Use the user's natural-language topic.",
      "minLength": 2,
      "examples": [
        "MCP server development",
        "Claude vs ChatGPT",
        "AI agent security"
      ],
      "type": "string"
    },
    "maxResults": {
      "description": "Maximum combined search results to return across public content types.",
      "minimum": 1,
      "maximum": 20,
      "default": 10,
      "examples": [
        5,
        10
      ],
      "type": "number"
    },
    "locale": {
      "description": "Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "query"
  ]
}

search_glossary

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

Parameters5

query	string	optional	Search query or keyword phrase. Use the user's natural-language topic.
category	string	optional	Optional category filter. For services use starter, fasttrack, enterprise, or all. For glossary/comparisons use a published content category.
language	string	optional	Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
limit	number	optional	Maximum number of results to return.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search query or keyword phrase. Use the user's natural-language topic.",
      "minLength": 2,
      "examples": [
        "MCP server development",
        "Claude vs ChatGPT",
        "AI agent security"
      ],
      "type": "string"
    },
    "category": {
      "description": "Optional category filter. For services use starter, fasttrack, enterprise, or all. For glossary/comparisons use a published content category.",
      "examples": [
        "all",
        "fasttrack",
        "agentic"
      ],
      "type": "string"
    },
    "language": {
      "description": "Preferred content language. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 50,
      "default": 10,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  }
}

search_guides

Search public guides.

Parameters4

query	string	required	Search query or keyword phrase. Use the user's natural-language topic.
locale	string	optional	Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
limit	number	optional	Maximum number of results to return.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search query or keyword phrase. Use the user's natural-language topic.",
      "minLength": 2,
      "examples": [
        "MCP server development",
        "Claude vs ChatGPT",
        "AI agent security"
      ],
      "type": "string"
    },
    "locale": {
      "description": "Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 50,
      "default": 10,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "query"
  ]
}

search_location_pages

Search public location and bundesland pages.

Parameters5

query	string	required	Search query or keyword phrase. Use the user's natural-language topic.
locale	string	optional	Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
scope	string	optional	Location-page scope: locations, bundeslaender, or all.
limit	number	optional	Maximum number of results to return.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search query or keyword phrase. Use the user's natural-language topic.",
      "minLength": 2,
      "examples": [
        "MCP server development",
        "Claude vs ChatGPT",
        "AI agent security"
      ],
      "type": "string"
    },
    "locale": {
      "description": "Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "scope": {
      "description": "Location-page scope: locations, bundeslaender, or all.",
      "default": "all",
      "examples": [
        "locations",
        "all"
      ],
      "type": "string",
      "enum": [
        "locations",
        "bundeslaender",
        "all"
      ]
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 50,
      "default": 10,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "query"
  ]
}

search_pages

Full-text search across all published CMS pages.

Parameters4

query	string	required	Search query or keyword phrase. Use the user's natural-language topic.
locale	string	optional	Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.
limit	number	optional	Maximum number of results to return.
responseFormat	string	optional	Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search query or keyword phrase. Use the user's natural-language topic.",
      "minLength": 2,
      "examples": [
        "MCP server development",
        "Claude vs ChatGPT",
        "AI agent security"
      ],
      "type": "string"
    },
    "locale": {
      "description": "Preferred content locale. Supported values are de, en, fr, and it. Some source catalogs may fall back to de or en.",
      "enum": [
        "de",
        "en",
        "fr",
        "it"
      ],
      "default": "en",
      "examples": [
        "en",
        "de"
      ],
      "type": "string"
    },
    "limit": {
      "description": "Maximum number of results to return.",
      "minimum": 1,
      "maximum": 50,
      "default": 10,
      "examples": [
        5,
        10,
        20
      ],
      "type": "number"
    },
    "responseFormat": {
      "description": "Response shape. Use v2 for agent-friendly {success,data,meta,error}; legacy remains available for older clients.",
      "enum": [
        "legacy",
        "v2"
      ],
      "default": "legacy",
      "examples": [
        "v2"
      ],
      "type": "string"
    }
  },
  "required": [
    "query"
  ]
}

Install

Tools (28)

ai_project_estimatorblog_explorerfetchget_blog_postsget_company_infoget_comparisonget_featured_glossary_termsget_glossary_by_tech_stack

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

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

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.contextstudios.ai/api/public/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

AI ContextStudios MCP Server (ai.contextstudios/mcp)

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

ai_project_estimator

blog_explorer

fetch

get_blog_posts

get_company_info

get_comparison

get_featured_glossary_terms

get_glossary_by_tech_stack

get_glossary_term

get_guide

get_location_page

get_page

get_pricing

get_related_glossary_terms

get_services

list_comparisons

list_glossary_categories

list_guides

list_location_pages

request_consultation

search

search_blog_knowledge

search_comparisons

search_content

search_glossary

search_guides

search_location_pages

search_pages

Install

Remote endpoint

Related servers