{ "openapi": "3.0.1", "info": { "title": "Clutch Scraper — Agency Profiles, Ratings & Reviews", "description": "Scrape Clutch.co agency directories into JSON: ratings, reviews, hourly rates, min project size, team size, services, location and websites. Built for agency BD and procurement shortlists — no email enrichment. A Clutch API alternative for Python, Node.js, and MCP.", "version": "0.1", "x-build-id": "6eb84HPA1oaDSEZJx" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/crawloop~clutch-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-crawloop-clutch-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/crawloop~clutch-scraper/runs": { "post": { "operationId": "runs-sync-crawloop-clutch-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/crawloop~clutch-scraper/run-sync": { "post": { "operationId": "run-sync-crawloop-clutch-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "startUrls": { "title": "Start URLs", "type": "array", "description": "Clutch directory, location, search, or profile URLs. Example: https://clutch.co/web-developers or https://clutch.co/profile/lounge-lizard", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "category": { "title": "Category slug", "type": "string", "description": "Directory slug if you do not paste a URL (web-developers, agencies/digital-marketing, app-developers)." }, "location": { "title": "Location slug", "type": "string", "description": "Country code (us, uk, in) or city/state slug (new-york, california). Combined with category as /us/web-developers or /web-developers/new-york." }, "fetchDetails": { "title": "Fetch profile pages", "type": "boolean", "description": "Open each company profile for address, year founded, extra locations, social links and service mix.", "default": false }, "includeReviews": { "title": "Include reviews", "type": "boolean", "description": "Attach client reviews (project size, ratings, reviewer industry/location). Nested on the company row. Does not find emails.", "default": false }, "maxReviewsPerCompany": { "title": "Max reviews per company", "minimum": 0, "type": "integer", "description": "Cap reviews collected per profile when includeReviews is on. 0 = all pages (still bounded by maxPages-style pagination).", "default": 50 }, "emitReviewRows": { "title": "Emit reviews as separate rows", "type": "boolean", "description": "Also push each review as its own dataset row (type=review) for table exports. Reviews stay nested on the company when includeReviews is on.", "default": false }, "minRating": { "title": "Minimum rating", "minimum": 0, "maximum": 5, "type": "number", "description": "Keep companies with rating >= this value (procurement shortlist). Empty = no floor." }, "minReviews": { "title": "Minimum review count", "minimum": 0, "type": "integer", "description": "Keep companies with at least this many Clutch reviews." }, "verifiedOnly": { "title": "Verified only", "type": "boolean", "description": "Keep Clutch-verified companies only.", "default": false }, "excludeSponsored": { "title": "Exclude sponsored listings", "type": "boolean", "description": "Drop paid/sponsor cards and keep organic directory ranking. Useful for competitor mapping.", "default": false }, "maxItems": { "title": "Max companies", "minimum": 0, "type": "integer", "description": "Stop after this many company rows. 0 = unlimited (still bounded by maxPages).", "default": 50 }, "maxPages": { "title": "Max directory pages", "minimum": 1, "maximum": 2000, "type": "integer", "description": "Maximum listing pages per start URL. Clutch paginates with ?page=N and clamps overflowing pages — the Actor de-dupes by provider id.", "default": 5 }, "incrementalMode": { "title": "Monitor (incremental)", "type": "boolean", "description": "Compare this run to a named Key-Value Store. Emit NEW/UPDATED companies (rating, review count, rates, verified, rank). Skip UNCHANGED unless emitUnchanged is on. memo23 has no monitor.", "default": false }, "monitorBaselineOnly": { "title": "Monitor baseline only", "type": "boolean", "description": "First scheduled run: seed KV fingerprints without emitting or billing company rows.", "default": false }, "emitUnchanged": { "title": "Emit unchanged rows", "type": "boolean", "description": "In monitor mode, also push UNCHANGED companies (still billed).", "default": false }, "resetMonitorState": { "title": "Reset monitor state", "type": "boolean", "description": "Clear MONITOR_STATE in the named store before this run.", "default": false }, "monitorStoreName": { "title": "Monitor KV store name", "type": "string", "description": "Named Key-Value Store for agency fingerprints (rating, reviews, hourly, rank).", "default": "clutch-agency-monitor" }, "compact": { "title": "Compact rows", "type": "boolean", "description": "Drop long description and nested reviews (token-efficient for MCP).", "default": false }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Apify Proxy. US residential is recommended — Clutch sits behind Cloudflare.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "US" } } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } }