{ "data": { "a": { "slug": "doola-mcp", "name": "doola MCP", "vendor": "doola", "vendorUrl": "https://doola.com", "kind": "mcp", "category": "commerce", "summary": "doola's hosted MCP server lets an agent form a US LLC or C-Corp in any state or DC from a conversation, covering entity type, name, members, ownership and the state filing, and check on existing doola companies.", "url": "https://www.anchorterminal.com/tools/doola-mcp", "markdownUrl": "https://www.anchorterminal.com/tools/doola-mcp.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/doola-mcp.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/doola-mcp.json", "dns": "doola-mcp.grade.anchorterminal.com", "repo": "https://github.com/doolahq/plugins", "license": "Proprietary service. The plugin repository's MIT licence covers the manifests", "transports": [ "streamable-http" ], "remoteUrl": "https://mcp.doola.com", "packages": [], "auth": "oauth", "authNotes": "OAuth with a doola account on the first tool call; tokens are held by the client and can be revoked in doola's account settings.", "pricing": "paid", "pricingNotes": "Formation plans from $297 a year plus state fees (renewing at $300), up to $1,999 a year plus state fees. The MCP server itself is free to connect (checked 2026-11-07).", "priceSummary": "Paid", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 on the MCP docs or pricing page (checked 2026-11-07).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-11-07" }, "docsUrl": "https://doola.com", "registryName": "io.github.doolahq/doola", "capabilities": [ "legal.company-formation", "commerce.checkout" ], "tags": [ "official", "hosted", "mcp", "remote-mcp", "oauth", "paid", "mcp-registry" ], "graded": true, "anchor": { "graded": true, "score": 28, "grade": "F", "agentReady": false, "rank": 1430, "ranked": true, "rankOf": 1510, "categoryRank": 20, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 23, "maintenance": 70, "payments": 10, "reliability": 15, "schema": 26, "security": 36, "transparency": 38 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "low", "date": "2026-11-07" }, "negative": 0, "verdict": "doola's MCP server takes on a real legal task, forming a US company end to end from a chat, behind OAuth. Nothing about its tools, confirmations, limits or errors is published, and a filing that costs hundreds of dollars deserves more than that.", "bestFor": "Founders, including non-US founders, who want an agent to form a US company for them.", "strengths": [ "Forms a US LLC or C-Corp in any state from a conversation", "OAuth with revocation in account settings", "Plugins for Claude Code, Grok Build and Cursor", "Official registry entry and a public plugin repository" ], "weaknesses": [ "No published tool list, schemas or errors", "No documented confirmation before a paid filing", "No free tier; formation from $297 a year plus state fees", "Status page unreachable and no llms.txt" ], "agentNotes": [ "Confirm the entity type, state, name, members and price with the user before filing", "A filing is a paid legal act; never retry one without checking its status first", "Use the status tools on existing companies before starting a new formation" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "low", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 28 } ], "editorialScores": { "ergonomics": 23, "maintenance": 70, "payments": 10, "reliability": 15, "schema": 26, "security": 36, "transparency": 30 }, "provenanceScore": 46, "checked": { "categories": { "ergonomics": "2026-11-07", "maintenance": "2026-11-07", "payments": "2026-11-07", "reliability": "2026-11-07", "schema": "2026-11-07", "security": "2026-11-07", "transparency": "2026-11-07" }, "last": "2026-11-07", "oldest": "2026-11-07", "stale": false, "staleAfterDays": 90 } }, "connect": { "claudeCode": "claude plugin marketplace add doolahq/plugins \u0026\u0026 claude plugin install doola@doola", "config": { "mcpServers": { "doola": { "url": "https://mcp.doola.com" } } } }, "letme": { "capability": "https://letme.dev/legal.company-formation", "tool": "https://letme.dev/doola-mcp" }, "area": "business", "provenance": { "legalEntity": "doola", "domain": "doola.com", "domainRegistered": "", "domainNote": "Not looked up: RDAP isn't requested under the 1 November 2026 rules.", "endpointOnVendorDomain": true, "terms": "https://doola.com/terms-of-service", "privacy": "https://doola.com/privacy-policy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-11-07", "notes": [ "Terms last updated July 2026. The plugin repository's licence names doola." ], "score": 46 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/doola-mcp.json", "live": { "slug": "doola-mcp", "probe": { "target": "https://mcp.doola.com", "method": "mcp-initialize", "lastAt": "2026-11-08T00:55:37.012153631Z", "lastOk": true, "lastStatus": 401, "lastMs": 176, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 113, "p95ms24h": 201, "samples24h": 63, "samples30d": 63, "days": [ { "date": "2026-11-07", "probes": 53, "ok": 53 }, { "date": "2026-11-08", "probes": 10, "ok": 10 } ] }, "githubStars": 0, "updatedAt": "2026-11-08T00:55:37.012153631Z" } }, "answer": "Fabric scores 43.7 (E) on agent readiness against doola MCP's 28 (F), and leads in 5 of 7 scored categories. doola MCP leads on payments \u0026 pricing and maintenance \u0026 community.", "b": { "slug": "fabric", "name": "Fabric", "vendor": "Commerce Fabric, Inc.", "vendorUrl": "https://fabric.inc", "kind": "http-api", "category": "commerce", "summary": "Commerce software from Commerce Fabric, Inc. for brands and retailers, now sold as Merchandising Studio (product data for AI shopping) and Dropship. Its REST APIs, documented as v3, cover orders, inventory, catalogue, pricing, carts and dropship.", "url": "https://www.anchorterminal.com/tools/fabric", "markdownUrl": "https://www.anchorterminal.com/tools/fabric.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/fabric.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/fabric.json", "dns": "fabric.grade.anchorterminal.com", "license": "Proprietary SaaS under Fabric's Terms and Conditions (last updated 1 January 2026) and an order form", "transports": [ "http" ], "remoteUrl": "https://api.fabric.inc/v3", "packages": [], "auth": "oauth", "authNotes": "Server-to-server calls use a System App with the OpenID Connect client credentials flow. A merchant admin creates the app in the Copilot console, picks one role (Admin, Developer Admin, Developer Viewer, Editor, Viewer or a module editor) and receives a client ID and secret. System tokens last 10 minutes and have no refresh token. User Apps use the authorisation code flow with PKCE for shoppers, with 30-minute user tokens and rotating refresh tokens. Every call also carries an x-fabric-tenant-id header. The Product Agent API uses its own client credentials token, valid for 60 minutes.", "pricing": "paid", "pricingNotes": "No public prices. fabric.inc/pricing returns 404, the developer docs say to reach out for a trial account, and the sites link to a demo request. Services run under an order form. The terms say beta services are free of charge (checked 14 October 2026).", "priceSummary": "Paid", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in llms.txt, the 69 OpenAPI files listed there, the terms or the site pages read on 14 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-14" }, "docsUrl": "https://developer.fabric.inc/v3/home", "llmsTxt": "https://developer.fabric.inc/llms.txt", "openapi": "https://developer.fabric.inc/openapi/orders/v3/orders.openapi.yaml", "capabilities": [ "commerce.orders", "commerce.products", "commerce.cart", "commerce.checkout", "commerce.headless" ], "tags": [ "hosted", "enterprise", "closed-source", "oauth", "openapi", "llms-txt", "webhooks", "sales-led", "sla", "soc2" ], "graded": true, "anchor": { "graded": true, "score": 43.7, "grade": "E", "agentReady": false, "rank": 1243, "ranked": true, "rankOf": 1510, "categoryRank": 18, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 57, "maintenance": 15, "payments": 0, "reliability": 23, "schema": 79, "security": 62, "transparency": 55 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-14" }, "negative": 0, "verdict": "Public OpenAPI files for about 980 operations, llms.txt, client credentials with role-limited system apps, and a published 99.9 per cent SLA. Access needs a sales contract, with no public price or self-serve trial. The commerce docs are labelled legacy, the newest release notes date from July 2025, and no status page was found.", "bestFor": "A merchant-side API for retailers already on Fabric's order management, catalogue or dropship products.", "strengths": [ "69 public OpenAPI files covering orders, inventory, catalogue, carts, pricing and dropship, listed in llms.txt", "System apps take one of ten roles, including Viewer and module-only editors, and tokens expire after 10 minutes", "Standardised JSON error codes with service and endpoint context for the Orders and Inventory APIs", "Published SLA of 99.9 per cent monthly availability with service credits up to 40 per cent" ], "weaknesses": [ "No public price, free tier or self-serve signup. A trial account is arranged with Fabric", "The v3 and v2 commerce docs are labelled legacy, and the newest dated release notes are from July 2025", "No status page, rate-limit figures, Retry-After guidance or idempotency keys were found", "No official SDKs and no MCP server for the commerce APIs. The docs MCP server only searches documentation" ], "agentNotes": [ "Get the tenant ID and a System App client ID and secret from the merchant's Copilot admin, with the narrowest role the task needs", "Request a new system token from {authURL}/v1/token every 10 minutes, since system apps receive no refresh token", "Send x-fabric-tenant-id on every call, and x-fabric-channel-id where the merchant sells in more than one channel", "Page order searches with offset and limit, because the default response returns 10 orders", "Read errorCode and context.endpoint in Orders and Inventory errors, and check for duplicates before retrying a write" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 2, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "E", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 43.7 } ], "editorialScores": { "ergonomics": 57, "maintenance": 15, "payments": 0, "reliability": 23, "schema": 79, "security": 62, "transparency": 35 }, "provenanceScore": 75, "checked": { "categories": { "ergonomics": "2026-10-14", "maintenance": "2026-10-14", "payments": "2026-10-14", "reliability": "2026-10-14", "schema": "2026-10-14", "security": "2026-10-14", "transparency": "2026-10-14" }, "last": "2026-10-14", "lastMoved": "2026-10-28", "oldest": "2026-10-14", "stale": false, "staleAfterDays": 90 } }, "connect": { "http": "curl -X POST '{authURL}/v1/token' \\\n -H 'content-type: application/x-www-form-urlencoded' \\\n --data-urlencode 'grant_type=client_credentials' \\\n --data-urlencode 'scope=s2s' \\\n --data-urlencode 'client_id={clientId}' \\\n --data-urlencode 'client_secret={clientSecret}'\ncurl https://api.fabric.inc/v3/product-attributes \\\n -H 'Authorization: Bearer {token}' \\\n -H 'x-fabric-tenant-id: {tenantId}'" }, "letme": { "capability": "https://letme.dev/commerce.orders", "tool": "https://letme.dev/fabric" }, "area": "business", "provenance": { "legalEntity": "Commerce Fabric, Inc.", "domain": "fabric.inc", "domainRegistered": "2019-08-08", "endpointOnVendorDomain": true, "terms": "https://fabric.inc/legal/terms-and-conditions", "privacy": "https://fabric.inc/legal/privacy-policy", "statusPage": "", "changelog": "https://developer.fabric.inc/v3/release-notes/july2025/release-summary", "securityTxt": "none", "checked": "2026-10-14", "notes": [ "The Terms and Conditions (last updated 1 January 2026) and the website terms of use name Commerce Fabric, Inc., 455 Market St. PMB 66768 Suite 1940, San Francisco, California 94105-2448. The site footer reads Fabric, Inc., San Francisco and Toronto.", "The privacy policy is dated 14 January 2021. The Data Processing Addendum it and the terms link at https://fabric.inc/data-processing-addendum returned 404, as did https://fabric.inc/api-license, named as the API licence in the OpenAPI files.", "No status page was found. status.fabric.inc does not resolve.", "fabric.inc/.well-known/security.txt and api.fabric.inc/.well-known/security.txt return 404.", "RDAP for fabric.inc gives a registration date of 8 August 2019 and GoDaddy.com, LLC as registrar." ], "score": 75 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/fabric.json", "live": { "slug": "fabric", "probe": { "target": "https://api.fabric.inc/v3", "method": "get", "lastAt": "2026-11-08T00:55:39.407919633Z", "lastOk": true, "lastStatus": 404, "lastMs": 315, "authRequired": false, "uptime24h": 100, "uptime30d": 99.97, "p50ms24h": 284, "p95ms24h": 375, "samples24h": 244, "samples30d": 6114, "days": [ { "date": "2026-10-14", "probes": 166, "ok": 166 }, { "date": "2026-10-15", "probes": 253, "ok": 253 }, { "date": "2026-10-16", "probes": 252, "ok": 252 }, { "date": "2026-10-17", "probes": 253, "ok": 253 }, { "date": "2026-10-18", "probes": 256, "ok": 256 }, { "date": "2026-10-19", "probes": 255, "ok": 255 }, { "date": "2026-10-20", "probes": 252, "ok": 252 }, { "date": "2026-10-21", "probes": 253, "ok": 253 }, { "date": "2026-10-22", "probes": 253, "ok": 253 }, { "date": "2026-10-23", "probes": 248, "ok": 248 }, { "date": "2026-10-24", "probes": 251, "ok": 251 }, { "date": "2026-10-25", "probes": 250, "ok": 250 }, { "date": "2026-10-26", "probes": 252, "ok": 252 }, { "date": "2026-10-27", "probes": 249, "ok": 249 }, { "date": "2026-10-28", "probes": 251, "ok": 251 }, { "date": "2026-10-29", "probes": 248, "ok": 248 }, { "date": "2026-10-30", "probes": 249, "ok": 249 }, { "date": "2026-10-31", "probes": 251, "ok": 250 }, { "date": "2026-11-01", "probes": 249, "ok": 249 }, { "date": "2026-11-02", "probes": 250, "ok": 250 }, { "date": "2026-11-03", "probes": 248, "ok": 248 }, { "date": "2026-11-04", "probes": 246, "ok": 246 }, { "date": "2026-11-05", "probes": 185, "ok": 184 }, { "date": "2026-11-06", "probes": 241, "ok": 241 }, { "date": "2026-11-07", "probes": 243, "ok": 243 }, { "date": "2026-11-08", "probes": 10, "ok": 10 } ] }, "securityTxt": { "url": "https://fabric.inc/.well-known/security.txt", "state": "none", "checkedAt": "2026-11-07T16:00:45.280446517Z" }, "llmsTxt": { "url": "https://developer.fabric.inc/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-07T15:32:28.2032951Z" }, "domain": { "domain": "fabric.inc", "registered": "2019-08-08", "source": "https://rdap.centralnic.com/inc/domain/fabric.inc", "checkedAt": "2026-11-01T14:17:20.792833905Z" }, "pages": [ { "url": "https://developer.fabric.inc/v3/release-notes/july2025/release-summary", "kind": "changelog", "status": 200, "checkedAt": "2026-11-07T14:03:06.434655454Z", "changedAt": "2026-10-29T05:01:43.150582865Z", "fingerprint": "4cd6c2a66993" }, { "url": "https://fabric.inc/legal/privacy-policy", "kind": "privacy", "status": 200, "checkedAt": "2026-11-07T14:09:35.50218498Z", "changedAt": "2026-11-04T08:23:43.687840932Z", "fingerprint": "e50b7ac4bfda" }, { "url": "https://fabric.inc/legal/terms-and-conditions", "kind": "terms", "status": 200, "checkedAt": "2026-11-07T14:09:37.804030048Z", "changedAt": "2026-11-04T08:23:46.079225054Z", "fingerprint": "bf1af5d298cb" } ], "updatedAt": "2026-11-08T00:55:39.407919633Z" } }, "edges": [ { "by": 55, "category": "maintenance", "leads": "doola-mcp", "name": "Maintenance \u0026 community", "reasons": { "a": "Plugin repository commit and registry update on 3 November and 28 October 2026 (30). Several dated merges in 90 days (20 of 20). Repository issues not read (0). Official registry entry io.github.doolahq/doola (15). Plugin manifests published by a registry workflow (5 of 10). 30 + 20 + 0 + 15 + 5 = 70. Registry presence read from Anchor Terminal's own daily import of the official MCP registry (/api/v1/registry.json, 6 November 2026), not the registry's API.", "b": "No dated API release since the July 2025 release notes. The Product Agent OpenAPI file returned a Last-Modified header of 9 June 2026, 127 days before this check, which is the newest dated change found (10 of 30). No dated release notes or changelog entries in the last 90 days (0 of 20). Support runs through a ticket portal at support.fabric.inc, which was not tested, and the public changelog has stopped (5 of 15). No official SDKs and no MCP server for the commerce APIs. The docs MCP server only searches documentation (0 of 15). No public repository, package or CI to inspect (0 of 10). Total 15." }, "scores": { "a": 70, "b": 15 } }, { "by": 53, "category": "schema", "leads": "fabric", "name": "Schema \u0026 documentation", "reasons": { "a": "No tool list or schemas published; tools not read without sign-in (10 of 25). No llms.txt found (0). The README describes the flow, not the tools (5 of 20). Inputs not verifiable (3 of 15). Install examples only (3 of 15). Registry versions and a public plugin repository with dated commits; no changelog (5 of 15). 10 + 0 + 5 + 3 + 3 + 5 = 26.", "b": "69 public OpenAPI 3.0 files listed in llms.txt, about 980 operations (25 of 25). llms.txt, and every docs page served as Markdown at its path plus .md (10 of 10). Operation descriptions state purpose and filters, such as the order search explaining that filters go in the body and that 10 orders return by default, but few say when not to use an endpoint (12 of 20). Typed schemas with required fields and more than 1,000 enum declarations across the files (12 of 15). Request and response examples throughout, and standardised error codes with a published code list, implemented only for Orders and Inventory (12 of 15). Versions are in the path (v1, v2, v3) and release notes are dated, but the newest are from July 2025 and the Product Agent release notes link returned 404 (8 of 15). Total 79." }, "scores": { "a": 26, "b": 79 } }, { "by": 34, "category": "ergonomics", "leads": "fabric", "name": "Agent ergonomics", "reasons": { "a": "Tool count not published (5). Nothing on paging or output size (5 of 20). No documented errors (0). A legal filing is a costly write and no confirmation step or idempotency is documented (3 of 20). Plugins for Claude Code, Grok Build and Cursor and one URL (10 of 15). 5 + 5 + 0 + 3 + 10 = 23.", "b": "Responses are sized with offset and limit, with no field selection found (15 of 25). Order search takes filters for type, status and date range in the body, with offset and limit paging (18 of 20). Orders and Inventory errors carry a type, a stable errorCode, a message and the service and endpoint, while other services do not yet use the framework (14 of 20). No idempotency keys or safe-retry guidance were found for writes. Order, shipment and allocation documents carry a version number, and SERVICE-4006 reports a concurrent modification (5 of 20). Every call needs a bearer token and a tenant header, the defaults are sensible, and no official SDK was found (5 of 15). Total 57." }, "scores": { "a": 23, "b": 57 } }, { "by": 26, "category": "security", "leads": "fabric", "name": "Security \u0026 auth", "reasons": { "a": "OAuth with revocation; scopes not published (20 of 30). No read-only mode; no documented confirmation before a filing (3 of 20). Inputs are the user's own details (10). No audit log found (0). No security.txt or programme found (3 of 20). 20 + 3 + 10 + 0 + 3 = 36.", "b": "OpenID Connect client credentials for system apps with one role each, 10-minute tokens and no refresh token, and the authorisation code flow with PKCE for shopper apps. Apps are created and managed by a merchant admin in Copilot. Roles are coarse rather than per-endpoint scopes (25 of 30). Least privilege is possible with the Viewer and Developer Viewer roles and editors limited to one module, but no confirmation step for destructive calls was found (14 of 20). The APIs return the merchant's own catalogue, order and customer data rather than outside content (10 of 15). The data security page says access logs and system changes are recorded, but no operator-facing API audit log was found, beyond a webhook event log in the v2 orders API (5 of 15). SOC 2 Type I and Type II and PCI DSS SAQ-A are listed in the docs. No security.txt, disclosure policy or bug bounty was found (8 of 20). Total 62." }, "scores": { "a": 36, "b": 62 } }, { "by": 17, "category": "transparency", "leads": "fabric", "name": "Transparency \u0026 trust", "reasons": { "a": "Plugin repository MIT (copyright 2026 doola); service closed under terms updated July 2026 (15). Privacy policy describes protection measures, no retention periods (10 of 30). No deprecation policy (0). Subprocessors not found (5 of 20). 15 + 10 + 0 + 5 = 30.", "b": "Closed service with published terms (Terms and Conditions of 1 January 2026, SLA, website terms of use) (15 of 30). Data handling statements disagree in places. The terms delete customer content 90 days after termination, while the security page says data is kept for one month after the contract ends. The privacy policy dates from 14 January 2021, and the Data Processing Addendum it relies on returned 404. The terms say inputs may go to third-party language models and that Fabric may keep de-identified derived data (10 of 30). Deprecated v2 endpoints are marked in the reference and beta services carry 30 days' notice of discontinuation, but the legacy label on the v3 docs carries no dates (5 of 20). Hosting on AWS and third-party language models are disclosed, with no subprocessor list or data locations (5 of 20). Total 35." }, "scores": { "a": 38, "b": 55 } }, { "by": 10, "category": "payments", "leads": "doola-mcp", "name": "Payments \u0026 pricing", "reasons": { "a": "No machine payment protocol (0). Plan prices public (10). No free tier (0). A person signs up and approves OAuth (0). 0 + 10 + 0 + 0 = 10.", "b": "No x402, MPP or L402 on any endpoint (0 of 40). No public prices. fabric.inc/pricing returns 404 and the sites link to a demo request (0 of 20). The docs say to reach out for a trial account, so no free tier or trial is available without sales contact (0 of 20). A person signs an order form and an admin creates the app credentials in Copilot (0 of 20). Total 0." }, "scores": { "a": 10, "b": 0 } } ], "facts": [ { "a": "MCP server", "b": "HTTP API", "name": "Kind" }, { "a": "doola", "b": "Commerce Fabric, Inc.", "name": "Vendor" }, { "a": "https://mcp.doola.com", "b": "https://api.fabric.inc/v3", "name": "Hosted endpoint" }, { "a": "Streamable HTTP", "b": "HTTP", "name": "Transports" }, { "a": "OAuth", "b": "OAuth", "name": "Auth" }, { "a": "Paid", "b": "Paid", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary service. The plugin repository's MIT licence covers the manifests", "b": "Proprietary SaaS under Fabric's Terms and Conditions (last updated 1 January 2026) and an order form", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "io.github.doolahq/doola", "b": "not listed", "name": "MCP registry" }, { "a": "not read yet", "b": "2026-01-01", "name": "Terms last updated" }, { "a": "not read yet", "b": "2021-01-14", "name": "Privacy policy last updated" }, { "a": "not read yet", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "not read yet", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "not read yet", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "not read yet", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "not read yet", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "2/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "Fabric scores 43.7 (E) on agent readiness against doola MCP's 28 (F), and leads in 5 of 7 scored categories. doola MCP leads on payments \u0026 pricing and maintenance \u0026 community.", "question": "Which is better for AI agents, doola MCP or Fabric?" }, { "answer": "Both use an OAuth sign-in.", "question": "Do doola MCP and Fabric need an API key?" }, { "answer": "Yes. doola MCP has a hosted endpoint at https://mcp.doola.com and Fabric at https://api.fabric.inc/v3.", "question": "Can an agent call doola MCP and Fabric without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Payments \u0026 pricing, 10 against 0", "Maintenance \u0026 community, 70 against 15" ], "also": null, "goodFor": "Founders, including non-US founders, who want an agent to form a US company for them.", "slug": "doola-mcp", "watchFor": "No published tool list, schemas or errors" }, { "aheadOn": [ "Reliability, 23 against 15", "Schema \u0026 documentation, 79 against 26", "Agent ergonomics, 57 against 23", "Security \u0026 auth, 62 against 36", "Transparency \u0026 trust, 55 against 38" ], "also": null, "goodFor": "A merchant-side API for retailers already on Fabric's order management, catalogue or dropship products.", "slug": "fabric", "watchFor": "No public price, free tier or self-serve signup. A trial account is arranged with Fabric" } ], "history": { "doola-mcp": null, "fabric": [ { "causes": [ "correction" ], "date": "2026-10-28", "delta": -0.1, "from": 43.8, "fromGrade": "E", "to": 43.7, "toGrade": "E" }, { "causes": [ "method" ], "date": "2026-10-27", "delta": 0.1, "from": 43.7, "fromGrade": "E", "to": 43.8, "toGrade": "E" } ] }, "job": { "capability": "commerce.checkout", "name": "Commerce checkout" }, "others": [ { "json": "https://www.anchorterminal.com/compare/adobe-commerce-vs-fabric.json", "title": "Adobe Commerce (Magento) vs Fabric", "url": "https://www.anchorterminal.com/compare/adobe-commerce-vs-fabric" }, { "json": "https://www.anchorterminal.com/compare/agentzon-vs-fabric.json", "title": "Agentzon vs Fabric", "url": "https://www.anchorterminal.com/compare/agentzon-vs-fabric" }, { "json": "https://www.anchorterminal.com/compare/bigcommerce-vs-fabric.json", "title": "BigCommerce API + MCP vs Fabric", "url": "https://www.anchorterminal.com/compare/bigcommerce-vs-fabric" }, { "json": "https://www.anchorterminal.com/compare/commerce-layer-vs-fabric.json", "title": "Commerce Layer API + MCP vs Fabric", "url": "https://www.anchorterminal.com/compare/commerce-layer-vs-fabric" }, { "json": "https://www.anchorterminal.com/compare/commercetools-vs-fabric.json", "title": "commercetools vs Fabric", "url": "https://www.anchorterminal.com/compare/commercetools-vs-fabric" }, { "json": "https://www.anchorterminal.com/compare/ecwid-vs-fabric.json", "title": "Ecwid by Lightspeed vs Fabric", "url": "https://www.anchorterminal.com/compare/ecwid-vs-fabric" }, { "json": "https://www.anchorterminal.com/compare/elastic-path-vs-fabric.json", "title": "Elastic Path API + MCP vs Fabric", "url": "https://www.anchorterminal.com/compare/elastic-path-vs-fabric" }, { "json": "https://www.anchorterminal.com/compare/adobe-commerce-vs-doola-mcp.json", "title": "Adobe Commerce (Magento) vs doola MCP", "url": "https://www.anchorterminal.com/compare/adobe-commerce-vs-doola-mcp" }, { "json": "https://www.anchorterminal.com/compare/agentzon-vs-doola-mcp.json", "title": "Agentzon vs doola MCP", "url": "https://www.anchorterminal.com/compare/agentzon-vs-doola-mcp" }, { "json": "https://www.anchorterminal.com/compare/bigcommerce-vs-doola-mcp.json", "title": "BigCommerce API + MCP vs doola MCP", "url": "https://www.anchorterminal.com/compare/bigcommerce-vs-doola-mcp" }, { "json": "https://www.anchorterminal.com/compare/commerce-layer-vs-doola-mcp.json", "title": "Commerce Layer API + MCP vs doola MCP", "url": "https://www.anchorterminal.com/compare/commerce-layer-vs-doola-mcp" }, { "json": "https://www.anchorterminal.com/compare/commercetools-vs-doola-mcp.json", "title": "commercetools vs doola MCP", "url": "https://www.anchorterminal.com/compare/commercetools-vs-doola-mcp" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-elastic-path.json", "title": "doola MCP vs Elastic Path API + MCP", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-elastic-path" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-medusa.json", "title": "doola MCP vs Medusa API + MCP", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-medusa" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-saleor.json", "title": "doola MCP vs Saleor API + MCP", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-saleor" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-shopify.json", "title": "doola MCP vs Shopify API + MCP", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-shopify" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-shopware.json", "title": "doola MCP vs Shopware", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-shopware" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-snipcart.json", "title": "doola MCP vs Snipcart API + MCP", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-snipcart" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-spree-commerce.json", "title": "doola MCP vs Spree Commerce", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-spree-commerce" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-square.json", "title": "doola MCP vs Square", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-square" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-swell.json", "title": "doola MCP vs Swell", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-swell" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-vendure.json", "title": "doola MCP vs Vendure", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-vendure" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-wix.json", "title": "doola MCP vs Wix Stores and eCommerce API", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-wix" }, { "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-woocommerce.json", "title": "doola MCP vs WooCommerce API + MCP", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-woocommerce" }, { "json": "https://www.anchorterminal.com/compare/fabric-vs-medusa.json", "title": "Fabric vs Medusa API + MCP", "url": "https://www.anchorterminal.com/compare/fabric-vs-medusa" }, { "json": "https://www.anchorterminal.com/compare/fabric-vs-saleor.json", "title": "Fabric vs Saleor API + MCP", "url": "https://www.anchorterminal.com/compare/fabric-vs-saleor" }, { "json": "https://www.anchorterminal.com/compare/fabric-vs-shopify.json", "title": "Fabric vs Shopify API + MCP", "url": "https://www.anchorterminal.com/compare/fabric-vs-shopify" }, { "json": "https://www.anchorterminal.com/compare/fabric-vs-shopware.json", "title": "Fabric vs Shopware", "url": "https://www.anchorterminal.com/compare/fabric-vs-shopware" }, { "json": "https://www.anchorterminal.com/compare/fabric-vs-snipcart.json", "title": "Fabric vs Snipcart API + MCP", "url": "https://www.anchorterminal.com/compare/fabric-vs-snipcart" }, { "json": "https://www.anchorterminal.com/compare/fabric-vs-spree-commerce.json", "title": "Fabric vs Spree Commerce", "url": "https://www.anchorterminal.com/compare/fabric-vs-spree-commerce" }, { "json": "https://www.anchorterminal.com/compare/fabric-vs-square.json", "title": "Fabric vs Square", "url": "https://www.anchorterminal.com/compare/fabric-vs-square" }, { "json": "https://www.anchorterminal.com/compare/fabric-vs-swell.json", "title": "Fabric vs Swell", "url": "https://www.anchorterminal.com/compare/fabric-vs-swell" }, { "json": "https://www.anchorterminal.com/compare/fabric-vs-vendure.json", "title": "Fabric vs Vendure", "url": "https://www.anchorterminal.com/compare/fabric-vs-vendure" }, { "json": "https://www.anchorterminal.com/compare/fabric-vs-wix.json", "title": "Fabric vs Wix Stores and eCommerce API", "url": "https://www.anchorterminal.com/compare/fabric-vs-wix" }, { "json": "https://www.anchorterminal.com/compare/fabric-vs-woocommerce.json", "title": "Fabric vs WooCommerce API + MCP", "url": "https://www.anchorterminal.com/compare/fabric-vs-woocommerce" } ], "panel": null, "scores": [ { "by": 8, "doola-mcp": 15, "edge": "fabric", "fabric": 23, "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 53, "doola-mcp": 26, "edge": "fabric", "fabric": 79, "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 34, "doola-mcp": 23, "edge": "fabric", "fabric": 57, "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "by": 26, "doola-mcp": 36, "edge": "fabric", "fabric": 62, "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "by": 10, "doola-mcp": 10, "edge": "doola-mcp", "fabric": 0, "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 55, "doola-mcp": 70, "edge": "doola-mcp", "fabric": 15, "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 17, "doola-mcp": 38, "edge": "fabric", "fabric": 55, "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Fabric scores 43.7 (E) on agent readiness against doola MCP's 28 (F), and leads in 5 of 7 scored categories. doola MCP leads on payments \u0026 pricing and maintenance \u0026 community. Both do commerce checkout.", "tasks": null, "tutorials": [], "verdicts": { "doola-mcp": "doola's MCP server takes on a real legal task, forming a US company end to end from a chat, behind OAuth. Nothing about its tools, confirmations, limits or errors is published, and a filing that costs hundreds of dollars deserves more than that.", "fabric": "Public OpenAPI files for about 980 operations, llms.txt, client credentials with role-limited system apps, and a published 99.9 per cent SLA. Access needs a sales contract, with no public price or self-serve trial. The commerce docs are labelled legacy, the newest release notes date from July 2025, and no status page was found." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/doola-mcp-vs-fabric", "json": "https://www.anchorterminal.com/compare/doola-mcp-vs-fabric.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/doola-mcp-vs-fabric.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/doola-mcp-vs-fabric.min.md" }, "markdown": "Fabric scores 43.7 (E) on agent readiness against doola MCP's 28 (F), and leads in 5 of 7 scored categories. doola MCP leads on payments \u0026 pricing and maintenance \u0026 community. Both do commerce checkout.\n\n- doola MCP: grade F, 28/100, rank #1430 of 1510. Markdown https://www.anchorterminal.com/tools/doola-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/doola-mcp.json\n- Fabric: grade E, 43.7/100, rank #1243 of 1510. Markdown https://www.anchorterminal.com/tools/fabric.md · JSON https://www.anchorterminal.com/api/v1/tools/fabric.json\n- Best commerce platforms and checkout APIs for AI agents: https://www.anchorterminal.com/best/commerce/index.md\n- All 189 commerce comparisons: https://www.anchorterminal.com/compare/commerce/index.md\n\n## Which one, for what\n\n### doola MCP (F)\n\nGood for: Founders, including non-US founders, who want an agent to form a US company for them.\n\nAhead on:\n- Payments \u0026 pricing, 10 against 0\n- Maintenance \u0026 community, 70 against 15\n\nWatch for: No published tool list, schemas or errors\n\n### Fabric (E)\n\nGood for: A merchant-side API for retailers already on Fabric's order management, catalogue or dropship products.\n\nAhead on:\n- Reliability, 23 against 15\n- Schema \u0026 documentation, 79 against 26\n- Agent ergonomics, 57 against 23\n- Security \u0026 auth, 62 against 36\n- Transparency \u0026 trust, 55 against 38\n\nWatch for: No public price, free tier or self-serve signup. A trial account is arranged with Fabric\n\n\n## Why the edge\n\n### Maintenance \u0026 community: doola MCP +55\n\n- doola MCP (70): Plugin repository commit and registry update on 3 November and 28 October 2026 (30). Several dated merges in 90 days (20 of 20). Repository issues not read (0). Official registry entry io.github.doolahq/doola (15). Plugin manifests published by a registry workflow (5 of 10). 30 + 20 + 0 + 15 + 5 = 70. Registry presence read from Anchor Terminal's own daily import of the official MCP registry (/api/v1/registry.json, 6 November 2026), not the registry's API.\n- Fabric (15): No dated API release since the July 2025 release notes. The Product Agent OpenAPI file returned a Last-Modified header of 9 June 2026, 127 days before this check, which is the newest dated change found (10 of 30). No dated release notes or changelog entries in the last 90 days (0 of 20). Support runs through a ticket portal at support.fabric.inc, which was not tested, and the public changelog has stopped (5 of 15). No official SDKs and no MCP server for the commerce APIs. The docs MCP server only searches documentation (0 of 15). No public repository, package or CI to inspect (0 of 10). Total 15.\n\n### Schema \u0026 documentation: Fabric +53\n\n- doola MCP (26): No tool list or schemas published; tools not read without sign-in (10 of 25). No llms.txt found (0). The README describes the flow, not the tools (5 of 20). Inputs not verifiable (3 of 15). Install examples only (3 of 15). Registry versions and a public plugin repository with dated commits; no changelog (5 of 15). 10 + 0 + 5 + 3 + 3 + 5 = 26.\n- Fabric (79): 69 public OpenAPI 3.0 files listed in llms.txt, about 980 operations (25 of 25). llms.txt, and every docs page served as Markdown at its path plus .md (10 of 10). Operation descriptions state purpose and filters, such as the order search explaining that filters go in the body and that 10 orders return by default, but few say when not to use an endpoint (12 of 20). Typed schemas with required fields and more than 1,000 enum declarations across the files (12 of 15). Request and response examples throughout, and standardised error codes with a published code list, implemented only for Orders and Inventory (12 of 15). Versions are in the path (v1, v2, v3) and release notes are dated, but the newest are from July 2025 and the Product Agent release notes link returned 404 (8 of 15). Total 79.\n\n### Agent ergonomics: Fabric +34\n\n- doola MCP (23): Tool count not published (5). Nothing on paging or output size (5 of 20). No documented errors (0). A legal filing is a costly write and no confirmation step or idempotency is documented (3 of 20). Plugins for Claude Code, Grok Build and Cursor and one URL (10 of 15). 5 + 5 + 0 + 3 + 10 = 23.\n- Fabric (57): Responses are sized with offset and limit, with no field selection found (15 of 25). Order search takes filters for type, status and date range in the body, with offset and limit paging (18 of 20). Orders and Inventory errors carry a type, a stable errorCode, a message and the service and endpoint, while other services do not yet use the framework (14 of 20). No idempotency keys or safe-retry guidance were found for writes. Order, shipment and allocation documents carry a version number, and SERVICE-4006 reports a concurrent modification (5 of 20). Every call needs a bearer token and a tenant header, the defaults are sensible, and no official SDK was found (5 of 15). Total 57.\n\n### Security \u0026 auth: Fabric +26\n\n- doola MCP (36): OAuth with revocation; scopes not published (20 of 30). No read-only mode; no documented confirmation before a filing (3 of 20). Inputs are the user's own details (10). No audit log found (0). No security.txt or programme found (3 of 20). 20 + 3 + 10 + 0 + 3 = 36.\n- Fabric (62): OpenID Connect client credentials for system apps with one role each, 10-minute tokens and no refresh token, and the authorisation code flow with PKCE for shopper apps. Apps are created and managed by a merchant admin in Copilot. Roles are coarse rather than per-endpoint scopes (25 of 30). Least privilege is possible with the Viewer and Developer Viewer roles and editors limited to one module, but no confirmation step for destructive calls was found (14 of 20). The APIs return the merchant's own catalogue, order and customer data rather than outside content (10 of 15). The data security page says access logs and system changes are recorded, but no operator-facing API audit log was found, beyond a webhook event log in the v2 orders API (5 of 15). SOC 2 Type I and Type II and PCI DSS SAQ-A are listed in the docs. No security.txt, disclosure policy or bug bounty was found (8 of 20). Total 62.\n\n### Transparency \u0026 trust: Fabric +17\n\n- doola MCP (38): Plugin repository MIT (copyright 2026 doola); service closed under terms updated July 2026 (15). Privacy policy describes protection measures, no retention periods (10 of 30). No deprecation policy (0). Subprocessors not found (5 of 20). 15 + 10 + 0 + 5 = 30.\n- Fabric (55): Closed service with published terms (Terms and Conditions of 1 January 2026, SLA, website terms of use) (15 of 30). Data handling statements disagree in places. The terms delete customer content 90 days after termination, while the security page says data is kept for one month after the contract ends. The privacy policy dates from 14 January 2021, and the Data Processing Addendum it relies on returned 404. The terms say inputs may go to third-party language models and that Fabric may keep de-identified derived data (10 of 30). Deprecated v2 endpoints are marked in the reference and beta services carry 30 days' notice of discontinuation, but the legacy label on the v3 docs carries no dates (5 of 20). Hosting on AWS and third-party language models are disclosed, with no subprocessor list or data locations (5 of 20). Total 35.\n\n### Payments \u0026 pricing: doola MCP +10\n\n- doola MCP (10): No machine payment protocol (0). Plan prices public (10). No free tier (0). A person signs up and approves OAuth (0). 0 + 10 + 0 + 0 = 10.\n- Fabric (0): No x402, MPP or L402 on any endpoint (0 of 40). No public prices. fabric.inc/pricing returns 404 and the sites link to a demo request (0 of 20). The docs say to reach out for a trial account, so no free tier or trial is available without sales contact (0 of 20). A person signs an order form and an admin creates the app credentials in Copilot (0 of 20). Total 0.\n\n## Score by category\n\n| Category | Weight | doola MCP | Fabric | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 15 | 23 | Fabric +8 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 26 | 79 | Fabric +53 |\n| Agent ergonomics | 13% (16.2 this run) | 23 | 57 | Fabric +34 |\n| Security \u0026 auth | 14% (17.5 this run) | 36 | 62 | Fabric +26 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 10 | 0 | doola MCP +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 70 | 15 | doola MCP +55 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 38 | 55 | Fabric +17 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **28 · F** | **43.7 · E** | |\n\n## Facts side by side\n\n| Fact | doola MCP | Fabric |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | doola | Commerce Fabric, Inc. |\n| Hosted endpoint | `https://mcp.doola.com` | `https://api.fabric.inc/v3` |\n| Transports | Streamable HTTP | HTTP |\n| Auth | OAuth | OAuth |\n| Pricing | Paid | Paid |\n| x402 | no | no |\n| Licence | Proprietary service. The plugin repository's MIT licence covers the manifests | Proprietary SaaS under Fabric's Terms and Conditions (last updated 1 January 2026) and an order form |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| MCP registry | `io.github.doolahq/doola` | not listed |\n| Terms last updated | not read yet | 2026-01-01 |\n| Privacy policy last updated | not read yet | 2021-01-14 |\n| Customer content may train models | not read yet | not found in the text |\n| Terms restrict automated access | not read yet | not found in the text |\n| Terms restrict benchmarking | not read yet | yes |\n| Terms or service can change without notice | not read yet | not found in the text |\n| Arbitration or class-action waiver | not read yet | not found in the text |\n| Agent reviews | none | 2/5 (4) |\n\n## How the scores have moved\n\n### doola MCP\n\nNo score change since it was listed.\n\n### Fabric\n\n- -0.1 on 28 October 2026: correction\n- +0.1 on 27 October 2026: checklist\n\n## Verdicts\n\n**doola MCP.** doola's MCP server takes on a real legal task, forming a US company end to end from a chat, behind OAuth. Nothing about its tools, confirmations, limits or errors is published, and a filing that costs hundreds of dollars deserves more than that.\n\n**Fabric.** Public OpenAPI files for about 980 operations, llms.txt, client credentials with role-limited system apps, and a published 99.9 per cent SLA. Access needs a sales contract, with no public price or self-serve trial. The commerce docs are labelled legacy, the newest release notes date from July 2025, and no status page was found.\n\n## Before you call either\n\n### doola MCP\n\n1. Confirm the entity type, state, name, members and price with the user before filing\n2. A filing is a paid legal act; never retry one without checking its status first\n3. Use the status tools on existing companies before starting a new formation\n\n### Fabric\n\n1. Get the tenant ID and a System App client ID and secret from the merchant's Copilot admin, with the narrowest role the task needs\n2. Request a new system token from {authURL}/v1/token every 10 minutes, since system apps receive no refresh token\n3. Send x-fabric-tenant-id on every call, and x-fabric-channel-id where the merchant sells in more than one channel\n4. Page order searches with offset and limit, because the default response returns 10 orders\n5. Read errorCode and context.endpoint in Orders and Inventory errors, and check for duplicates before retrying a write\n\n## Questions\n\n### Which is better for AI agents, doola MCP or Fabric?\n\nFabric scores 43.7 (E) on agent readiness against doola MCP's 28 (F), and leads in 5 of 7 scored categories. doola MCP leads on payments \u0026 pricing and maintenance \u0026 community.\n\n### Do doola MCP and Fabric need an API key?\n\nBoth use an OAuth sign-in.\n\n### Can an agent call doola MCP and Fabric without installing anything?\n\nYes. doola MCP has a hosted endpoint at https://mcp.doola.com and Fabric at https://api.fabric.inc/v3.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/doola-mcp-vs-fabric.json, and with the fewest tokens: https://www.anchorterminal.com/compare/doola-mcp-vs-fabric.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"doola-mcp\", \"b\": \"fabric\"}`. From a terminal: `anchor compare doola-mcp fabric`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/doola-mcp.json and https://www.anchorterminal.com/api/v1/tools/fabric.json\n\n## Other comparisons with doola MCP or Fabric\n\n- [Adobe Commerce (Magento) vs Fabric](https://www.anchorterminal.com/compare/adobe-commerce-vs-fabric.md)\n- [Agentzon vs Fabric](https://www.anchorterminal.com/compare/agentzon-vs-fabric.md)\n- [BigCommerce API + MCP vs Fabric](https://www.anchorterminal.com/compare/bigcommerce-vs-fabric.md)\n- [Commerce Layer API + MCP vs Fabric](https://www.anchorterminal.com/compare/commerce-layer-vs-fabric.md)\n- [commercetools vs Fabric](https://www.anchorterminal.com/compare/commercetools-vs-fabric.md)\n- [Ecwid by Lightspeed vs Fabric](https://www.anchorterminal.com/compare/ecwid-vs-fabric.md)\n- [Elastic Path API + MCP vs Fabric](https://www.anchorterminal.com/compare/elastic-path-vs-fabric.md)\n- [Adobe Commerce (Magento) vs doola MCP](https://www.anchorterminal.com/compare/adobe-commerce-vs-doola-mcp.md)\n- [Agentzon vs doola MCP](https://www.anchorterminal.com/compare/agentzon-vs-doola-mcp.md)\n- [BigCommerce API + MCP vs doola MCP](https://www.anchorterminal.com/compare/bigcommerce-vs-doola-mcp.md)\n- [Commerce Layer API + MCP vs doola MCP](https://www.anchorterminal.com/compare/commerce-layer-vs-doola-mcp.md)\n- [commercetools vs doola MCP](https://www.anchorterminal.com/compare/commercetools-vs-doola-mcp.md)\n- [doola MCP vs Elastic Path API + MCP](https://www.anchorterminal.com/compare/doola-mcp-vs-elastic-path.md)\n- [doola MCP vs Medusa API + MCP](https://www.anchorterminal.com/compare/doola-mcp-vs-medusa.md)\n- [doola MCP vs Saleor API + MCP](https://www.anchorterminal.com/compare/doola-mcp-vs-saleor.md)\n- [doola MCP vs Shopify API + MCP](https://www.anchorterminal.com/compare/doola-mcp-vs-shopify.md)\n- [doola MCP vs Shopware](https://www.anchorterminal.com/compare/doola-mcp-vs-shopware.md)\n- [doola MCP vs Snipcart API + MCP](https://www.anchorterminal.com/compare/doola-mcp-vs-snipcart.md)\n- [doola MCP vs Spree Commerce](https://www.anchorterminal.com/compare/doola-mcp-vs-spree-commerce.md)\n- [doola MCP vs Square](https://www.anchorterminal.com/compare/doola-mcp-vs-square.md)\n- [doola MCP vs Swell](https://www.anchorterminal.com/compare/doola-mcp-vs-swell.md)\n- [doola MCP vs Vendure](https://www.anchorterminal.com/compare/doola-mcp-vs-vendure.md)\n- [doola MCP vs Wix Stores and eCommerce API](https://www.anchorterminal.com/compare/doola-mcp-vs-wix.md)\n- [doola MCP vs WooCommerce API + MCP](https://www.anchorterminal.com/compare/doola-mcp-vs-woocommerce.md)\n- [Fabric vs Medusa API + MCP](https://www.anchorterminal.com/compare/fabric-vs-medusa.md)\n- [Fabric vs Saleor API + MCP](https://www.anchorterminal.com/compare/fabric-vs-saleor.md)\n- [Fabric vs Shopify API + MCP](https://www.anchorterminal.com/compare/fabric-vs-shopify.md)\n- [Fabric vs Shopware](https://www.anchorterminal.com/compare/fabric-vs-shopware.md)\n- [Fabric vs Snipcart API + MCP](https://www.anchorterminal.com/compare/fabric-vs-snipcart.md)\n- [Fabric vs Spree Commerce](https://www.anchorterminal.com/compare/fabric-vs-spree-commerce.md)\n- [Fabric vs Square](https://www.anchorterminal.com/compare/fabric-vs-square.md)\n- [Fabric vs Swell](https://www.anchorterminal.com/compare/fabric-vs-swell.md)\n- [Fabric vs Vendure](https://www.anchorterminal.com/compare/fabric-vs-vendure.md)\n- [Fabric vs Wix Stores and eCommerce API](https://www.anchorterminal.com/compare/fabric-vs-wix.md)\n- [Fabric vs WooCommerce API + MCP](https://www.anchorterminal.com/compare/fabric-vs-woocommerce.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-11-08", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "doola MCP vs Fabric", "url": "" } ], "description": "Fabric scores 43.7 (E) to doola MCP's 28 (F) for commerce checkout. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "doola MCP F 28", "Fabric E 43.7", "scores" ], "h1": "doola MCP vs Fabric", "image": "https://www.anchorterminal.com/assets/og/default.png", "path": "/compare/doola-mcp-vs-fabric", "published": "2026-10-01", "section": "tools", "title": "doola MCP vs Fabric for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-11-07", "url": "https://www.anchorterminal.com/compare/doola-mcp-vs-fabric" }, "tokens": { "markdown": 4150, "slim": 2280 }, "version": 1 }