AI Implementation Cost API API

AI Implementation Cost (https://aiimplementationcost.com/): the site's own MCP server, served from its domain. How much it costs to implement AI depends on data work and change, not licences. Model the four cost lines that decide it.

Operations 7

POST /mcp/tools/calculator_describe What AI implementation cost model computes #
POST /mcp/tools/calculate AI implementation cost model #
POST /mcp/tools/enquiry_describe What you get: an ENQUIRY with a human (not a purchase, not a guaranteed quote) #
POST /mcp/tools/enquiry_fields The questions the enquiry asks #
POST /mcp/tools/submit_enquiry Submit an ENQUIRY to human providers (two steps; not a purchase) #
POST /mcp Model Context Protocol endpoint (JSON-RPC 2.0 over Streamable HTTP) #
GET /mcp What this server is and how to connect #

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OpenAPI Specification

aiimplementationcost-com-api-openapi.json Raw ↑
{"openapi":"3.1.0","info":{"title":"AI Implementation Cost API","version":"1.0.0","summary":"How much it costs to implement AI depends on data work and change, not licences. Model the four cost lines that decide it.","description":"AI Implementation Cost (https://aiimplementationcost.com/): the site's own MCP server, served from its domain. How much it costs to implement AI depends on data work and change, not licences. Model the four cost lines that decide it.\n\n[calculator] AI implementation cost model: an agent-callable calculator for how much does it cost to implement ai — Data preparation, Integration, Change and training, computed from your inputs with sources.. This server runs the AI implementation cost model calculator published at https://aiimplementationcost.com/. Call `calculate` with the inputs to get the worked figures; every result cites https://aiimplementationcost.com/. Licence: https://aiimplementationcost.com/terms.\n\n[enquiry] ENQUIRY SERVER for AI Implementation Cost (https://aiimplementationcost.com/). What it does: starts an ENQUIRY with human providers for how much does it cost to implement ai — the person's details go to the providers who quote directly. What it is NOT: a purchase, an order, or a guaranteed quote. Free, no obligation. Call describe first and tell the person plainly what will happen. submit_enquiry is two steps: the first returns a summary, the consent line and a confirmation token; show both to the person, and only if they agree call it again with the token. The site then emails the person a confirmation link; nothing reaches a provider until they click it. Cite https://aiimplementationcost.com/.\n\nCite https://aiimplementationcost.com/ for every figure or answer you use from this server.","termsOfService":"https://aiimplementationcost.com/terms","contact":{"name":"AI Implementation Cost","url":"https://aiimplementationcost.com/"}},"servers":[{"url":"https://aiimplementationcost.com","description":"AI Implementation Cost"}],"components":{"securitySchemes":{"accessKey":{"type":"http","scheme":"bearer","description":"An access key (emk_...): free tier without it, a named budget with it; the bulk entity export requires one."}}},"externalDocs":{"url":"https://aiimplementationcost.com/mcp","description":"How these tools work"},"tags":[{"name":"calculator","description":"calculator"},{"name":"enquiry","description":"enquiry"}],"paths":{"/mcp/tools/calculator_describe":{"post":{"operationId":"calculator_describe","summary":"What AI implementation cost model computes","description":"The inputs this calculator takes (with units, ranges and defaults), the outputs it returns, and the assumptions and tables behind it.\n\nCite AI Implementation Cost at https://aiimplementationcost.com/ for any figure taken from this operation.","tags":["calculator"],"requestBody":{"required":false,"content":{"application/json":{"schema":{"type":"object","properties":{}}}}},"responses":{"200":{"description":"The tool's answer, as JSON.","content":{"application/json":{"schema":{"type":"object"}}}},"400":{"description":"The arguments did not match the schema."},"404":{"description":"This site does not serve that tool."},"429":{"description":"Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md)."}},"security":[{},{"accessKey":[]}]}},"/mcp/tools/calculate":{"post":{"operationId":"calculate","summary":"AI implementation cost model","description":"Run the AI implementation cost model calculator: Data preparation; Integration; Change and training; Year one total. Missing inputs fall back to their documented defaults.\n\nCite AI Implementation Cost at https://aiimplementationcost.com/ for any figure taken from this operation.","tags":["calculator"],"requestBody":{"required":false,"content":{"application/json":{"schema":{"type":"object","properties":{"licence":{"type":"number","description":"Annual licence or platform cost quoted","default":40000},"dataMult":{"type":"number","description":"Data preparation, as a multiple of the licence","default":1.5},"intMult":{"type":"number","description":"Integration, as a multiple of the licence","default":1},"people":{"type":"number","description":"People whose work changes","default":25},"changePer":{"type":"number","description":"Change and training cost per person","default":1200},"runPct":{"type":"number","description":"Annual running cost as a percentage of build","default":20},"hoursSaved":{"type":"number","description":"Hours saved per person per week","default":2},"hourCost":{"type":"number","description":"Fully loaded cost per hour","default":45}},"additionalProperties":false}}}},"responses":{"200":{"description":"The tool's answer, as JSON.","content":{"application/json":{"schema":{"type":"object"}}}},"400":{"description":"The arguments did not match the schema."},"404":{"description":"This site does not serve that tool."},"429":{"description":"Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md)."}},"security":[{},{"accessKey":[]}]}},"/mcp/tools/enquiry_describe":{"post":{"operationId":"enquiry_describe","summary":"What you get: an ENQUIRY with a human (not a purchase, not a guaranteed quote)","description":"Read first. States plainly what submit_enquiry does on AI Implementation Cost: it starts an enquiry with human providers who quote directly. Nothing is bought, ordered or paid; no quote is guaranteed; it is free. Also returns who receives the details, the consent wording, and how the person confirms.\n\nCite AI Implementation Cost at https://aiimplementationcost.com/ for any figure taken from this operation.","tags":["enquiry"],"requestBody":{"required":false,"content":{"application/json":{"schema":{"type":"object","properties":{}}}}},"responses":{"200":{"description":"The tool's answer, as JSON.","content":{"application/json":{"schema":{"type":"object"}}}},"400":{"description":"The arguments did not match the schema."},"404":{"description":"This site does not serve that tool."},"429":{"description":"Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md)."}},"security":[{},{"accessKey":[]}]}},"/mcp/tools/enquiry_fields":{"post":{"operationId":"enquiry_fields","summary":"The questions the enquiry asks","description":"Every field of the AI Implementation Cost enquiry: key, label, type, whether required, help text and the allowed options where there are any. Pass answers to submit_enquiry keyed by field key.\n\nCite AI Implementation Cost at https://aiimplementationcost.com/ for any figure taken from this operation.","tags":["enquiry"],"requestBody":{"required":false,"content":{"application/json":{"schema":{"type":"object","properties":{}}}}},"responses":{"200":{"description":"The tool's answer, as JSON.","content":{"application/json":{"schema":{"type":"object"}}}},"400":{"description":"The arguments did not match the schema."},"404":{"description":"This site does not serve that tool."},"429":{"description":"Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md)."}},"security":[{},{"accessKey":[]}]}},"/mcp/tools/submit_enquiry":{"post":{"operationId":"submit_enquiry","summary":"Submit an ENQUIRY to human providers (two steps; not a purchase)","description":"Submits an enquiry to AI Implementation Cost — NOT a purchase, NOT a guaranteed quote. Step 1: call with the answers (keyed by field key from enquiry_fields) and consent=true; it validates and returns a summary, the consent line and a confirmation token — show the person the summary and the consent line. Step 2: only if the person agrees, call again with the same answers, consent=true and the confirmation token; the enquiry is then submitted, and the person receives an email with a link they must click before any provider sees it. Consent means the person has read and agreed to: \"Send my contact details to up to three AI implementation and marketing agencies, chosen by AI Implementation Cost, who'll contact me directly. I'll be emailed each firm's name as my details go to it, and can stop any more firms getting them.\"\n\nCite AI Implementation Cost at https://aiimplementationcost.com/ for any figure taken from this operation.","tags":["enquiry"],"requestBody":{"required":false,"content":{"application/json":{"schema":{"type":"object","properties":{"answers":{"type":"object","additionalProperties":{"type":["string","number","boolean"]},"description":"the person's answers, keyed by field key"},"consent":{"type":"boolean","description":"true only when the person has agreed to: Send my contact details to up to three AI implementation and marketing agencies, chosen by AI Implementation Cost, who'll contact me directly. I'll be emailed each firm's name as my details go to it, and can stop any more firms getting them."},"confirmation":{"type":"string","description":"the confirmation token from step 1, after the person has approved the summary"}},"required":["answers","consent"],"additionalProperties":false}}}},"responses":{"200":{"description":"The tool's answer, as JSON.","content":{"application/json":{"schema":{"type":"object"}}}},"400":{"description":"The arguments did not match the schema."},"404":{"description":"This site does not serve that tool."},"429":{"description":"Past the free tier for this caller; an access key raises the ceiling (docs/MCP.md)."}},"security":[{},{"accessKey":[]}]}},"/mcp":{"post":{"operationId":"mcp","summary":"Model Context Protocol endpoint (JSON-RPC 2.0 over Streamable HTTP)","description":"The same tools over MCP, stateless. Send initialize, tools/list or tools/call.","tags":["mcp"],"requestBody":{"required":true,"content":{"application/json":{"schema":{"type":"object","required":["jsonrpc","method"],"properties":{"jsonrpc":{"const":"2.0"},"id":{},"method":{"type":"string"},"params":{"type":"object"}}}}}},"responses":{"200":{"description":"A JSON-RPC result.","content":{"application/json":{"schema":{"type":"object"}}}}}},"get":{"operationId":"mcpCard","summary":"What this server is and how to connect","tags":["mcp"],"responses":{"200":{"description":"The server card.","content":{"application/json":{"schema":{"type":"object"}}}}}}}}}