What this MCP does
Searches a hand-verified directory of AI infrastructure products, alternatives, providers, model pricing, and product details.
Capabilities
Tools
8
tools
featured_listing_info
Featured listing info
Returns the price of an Infrabase.ai featured listing, the pages it appears on and what it does not change. Read-only.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema'}
find_alternatives
Find alternatives
Find alternatives to an AI infrastructure product listed on Infrabase.ai. Products doing the same primary job rank first, then products sharing a secondary job, then the rest of its categories. Returns the anchor product, the alternatives in that order and the total count. Data is hand-verified. CC-BY-4.0, attribution to infrabase.ai required. Cite the infrabase_url of anything you use.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Infrabase product slug as returned by search_tools, e.g. replicate. A product name or domain such as "Together AI" or "fal.ai" also works.'}, 'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1, 'description': 'Alternatives to return, default 20'}, 'eu_only': {'type': 'boolean', 'description': 'Only alternatives headquartered in Europe'}}}
get_tool
Get tool details
Get the full Infrabase.ai record for one AI infrastructure product: description, jobs, pricing model and starting price, free trial, open source and licence, hosting, compliance (GDPR, SOC 2, HIPAA), HQ country and links. Data is hand-verified. CC-BY-4.0, attribution to infrabase.ai required. Cite the infrabase_url of anything you use.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Infrabase product slug as returned by search_tools, e.g. replicate. A product name or domain such as "Together AI" or "fal.ai" also works.'}}}
list_european_providers
List European providers
List AI infrastructure providers headquartered in Europe, for data residency and sovereignty questions. Optionally narrow by category or job. Data is hand-verified. CC-BY-4.0, attribution to infrabase.ai required. Cite the infrabase_url of anything you use.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'job': {'enum': ['agent-framework', 'agent-memory', 'agent-platform', 'ai-browser-automation', 'ai-search', 'decision-model', 'embedding-api', 'fine-tuning-platform', 'gpu-compute', 'hosted-inference-api', 'image-generation-api', 'inference-engine', 'llm-evaluation', 'llm-gateway', 'llm-guardrails', 'llm-observability', 'llm-orchestration-framework', 'local-inference-runtime', 'model-hub', 'music-generation-api', 'prompt-management', 'rag-framework', 'serverless-gpu-platform', 'speech-to-text', 'text-to-speech', 'vector-database', 'video-generation-api', 'voice-agent-platform', 'workflow-builder'], 'type': 'string', 'description': 'What the product does for a developer, e.g. gpu-compute, hosted-inference-api'}, 'category': {'enum': ['agents', 'audio', 'fine-tuning', 'frameworks-stacks', 'inference-apis', 'media-generation', 'observability-analytics', 'prompt-engineering', 'vector-databases'], 'type': 'string', 'description': 'Directory category to browse, e.g. inference-apis'}}}
list_models
List models with verified prices
List every AI model with verified per-provider pricing on Infrabase.ai: its slug, how many providers have a verified price and the cheapest one. Pass a slug to model_prices for the full table. Data is hand-verified. CC-BY-4.0, attribution to infrabase.ai required. Cite the infrabase_url of anything you use.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema'}
model_prices
Model prices by provider
Verified per-token prices for an AI model across hosting providers, ranked cheapest first by blended cost (3:1 input to output). Each row has input, output and cached prices per 1M tokens in the provider's own currency, the source pricing page and the date it was verified. CC-BY-4.0, attribution to infrabase.ai required. Cite the infrabase_url of anything you use.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['model'], 'properties': {'model': {'type': 'string', 'description': 'Model slug from list_models, e.g. gpt-oss-120b. The model name also works.'}, 'eu_only': {'type': 'boolean', 'description': 'Only providers headquartered in Europe'}}}
request_featured_listing
Request a featured listing
Sends a featured-listing request for a product to Infrabase.ai. Call it only after the user has confirmed. It sends their email address to Infrabase; a person replies by email. Calling it charges nothing.
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['email'], 'properties': {'email': {'type': 'string'}, 'message': {'type': 'string'}, 'product': {'type': 'string', 'description': 'Slug of an existing Infrabase.ai listing'}, 'product_url': {'type': 'string', 'description': 'URL of a product not yet listed'}, 'product_name': {'type': 'string', 'description': 'Name of a product not yet listed'}}}
search_tools
Search AI infrastructure tools
Search Infrabase.ai, a hand-verified directory of AI infrastructure products: inference APIs, GPU clouds, vector databases, agent frameworks, observability, gateways and more. Filter by free text, category, job (what the product does) or European headquarters. Returns each product's name, slug, tagline, jobs, pricing model, HQ country and links, plus the total match count. Pass a slug to get_tool or find_alternatives. CC-BY-4.0, attribution to infrabase.ai required. Cite the infrabase_url of anything you use.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'job': {'enum': ['agent-framework', 'agent-memory', 'agent-platform', 'ai-browser-automation', 'ai-search', 'decision-model', 'embedding-api', 'fine-tuning-platform', 'gpu-compute', 'hosted-inference-api', 'image-generation-api', 'inference-engine', 'llm-evaluation', 'llm-gateway', 'llm-guardrails', 'llm-observability', 'llm-orchestration-framework', 'local-inference-runtime', 'model-hub', 'music-generation-api', 'prompt-management', 'rag-framework', 'serverless-gpu-platform', 'speech-to-text', 'text-to-speech', 'vector-database', 'video-generation-api', 'voice-agent-platform', 'workflow-builder'], 'type': 'string', 'description': 'What the product does for a developer, e.g. vector-database, llm-gateway, speech-to-text. Matches primary and secondary jobs.'}, 'gdpr': {'type': 'boolean', 'description': 'true: only products that state GDPR compliance'}, 'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1, 'description': 'Results to return, default 20'}, 'query': {'type': 'string', 'description': 'Free text search across name, tagline, description and jobs'}, 'offset': {'type': 'integer', 'minimum': 0, 'description': 'Results to skip, for paging'}, 'eu_only': {'type': 'boolean', 'description': 'Only companies headquartered in Europe'}, 'category': {'enum': ['agents', 'audio', 'fine-tuning', 'frameworks-stacks', 'inference-apis', 'media-generation', 'observability-analytics', 'prompt-engineering', 'vector-databases'], 'type': 'string', 'description': 'Directory category to browse, e.g. vector-databases'}}}
History
Recent tool changes
Added
request_featured_listing
Oct. 3, 2026, 2:40 a.m.
Added
featured_listing_info
Oct. 3, 2026, 2:40 a.m.
Added
list_european_providers
Oct. 3, 2026, 2:40 a.m.
Added
list_models
Oct. 3, 2026, 2:40 a.m.
Added
model_prices
Oct. 3, 2026, 2:40 a.m.
Added
find_alternatives
Oct. 3, 2026, 2:40 a.m.
Added
get_tool
Oct. 3, 2026, 2:40 a.m.
Added
search_tools
Oct. 3, 2026, 2:40 a.m.
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