{ "data": { "a": { "slug": "fast-io", "name": "Fastio", "vendor": "VividEngine, LLC", "vendorUrl": "https://fast.io", "kind": "http-api", "category": "file-storage", "summary": "Fastio is hosted file storage with workspaces, share links and document search for teams and AI agents, from VividEngine, LLC. Agents reach it through a REST API, a hosted MCP server and an open-source CLI.", "url": "https://www.anchorterminal.com/tools/fast-io", "markdownUrl": "https://www.anchorterminal.com/tools/fast-io.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/fast-io.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/fast-io.json", "dns": "fast-io.grade.anchorterminal.com", "repo": "https://github.com/VEngTech/fastio_cli", "license": "Proprietary service under Fast's terms of service. The CLI, which includes a local MCP server, is Apache-2.0", "transports": [ "http", "streamable-http", "stdio" ], "remoteUrl": "https://mcp.fast.io/mcp/tools", "packages": [ { "registry": "npm", "name": "@vividengine/fastio-cli" } ], "auth": "mixed", "authNotes": "Self-serve. The REST API takes a Bearer token, either an OAuth 2.0 access token (PKCE with S256, dynamic client registration) or an API key created in the web app or with `POST /current/user/auth/key/`. Keys and grants are scoped as `entity_type:entity_id:access_mode` with `r`, `rw` and `rwa` modes, and keys can expire. A key made without scopes carries `user:*:rw`. The hosted MCP server signs in with OAuth in a browser and takes no passwords or key secrets.", "pricing": "paid", "pricingNotes": "From $9.99 a month (Starter, 250 GB, 100,000 credits, 3 seats). Business is $49.99 and Enterprise $199.99. No free tier. Monthly plans start with a 30-day trial that needs a credit card and converts when the trial or its credits end. Usage past the allowance is billed at $0.0001 a credit, extra storage at 1.5 cents a GB-month and extra bandwidth at 4 cents a GB (https://fast.io/pricing/).", "priceSummary": "$9.99 / mo", "where": "both", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the pricing page, the API reference or the agent guide. HTTP 402 is used for a missing plan or spent credits (checked 2026-10-09).", "endpoints": [] }, "toolCount": 35, "popularity": { "githubStars": 1, "npmWeekly": 653, "pypiWeekly": null, "asOf": "2026-10-09" }, "docsUrl": "https://docs.fast.io/", "llmsTxt": "https://api.fast.io/llms.txt", "capabilities": [ "storage.drive", "storage.share", "knowledge.search" ], "tags": [ "hosted", "closed-source", "mcp", "oauth", "api-key", "cli", "llms-txt", "paid", "trial" ], "lastRelease": "2026-11-02", "graded": true, "anchor": { "graded": true, "score": 55.8, "grade": "C", "agentReady": false, "rank": 851, "ranked": true, "rankOf": 1486, "categoryRank": 14, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 73, "maintenance": 70, "payments": 30, "reliability": 32, "schema": 65, "security": 77, "transparency": 64 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-04" }, "negative": -2, "negativeNotes": [ "2026-10-09. fast.io/llms.txt states storage at 100 credits a GB and bandwidth at 212, while the pricing page and the agent guide (version 1.40.0, 2 October 2026) give 150 and 400. The same file points to a security.txt that answers 404. An agent reading only llms.txt would understate cost by a third or more (-2). Per the 9 October check, not re-read on 4 November, since fast.io's terms bar robots. https://fast.io/llms.txt" ], "verdict": "OAuth with PKCE, scoped API keys with read, write and admin modes, and separate read and write MCP tools limit what an agent can touch. There is no free tier, the 30-day trial needs a card, and no status page, SLA, OpenAPI file or public changelog was found.", "bestFor": "A team that wants agents and people in one shared drive with share links, document search and an audit trail.", "strengths": [ "OAuth 2.0 with PKCE and dynamic client registration, plus API keys scoped as `entity_type:entity_id:access_mode` with `r`, `rw` and `rwa` modes and optional expiry", "Named MCP mode splits each area into a read tool and a `_manage` write tool, and a read-only key hides the write tools", "Shares take a password, an expiry date and a `download_security` level, and file links can carry `expires`", "Sub-processor list with locations and 15 days' notice, and deletion periods of 15, 30, 60 and 90 days stated alike in the terms and privacy policy", "The CLI is Apache-2.0 on GitHub with CI that runs its tests, and shipped v0.2.98 on 29 October 2026" ], "weaknesses": [ "No free tier. A new organisation answers HTTP 402 until a paid plan is chosen, and the 30-day trial needs a credit card", "No status page, incident history or SLA found. The terms give no guarantee of API availability or backward compatibility", "No OpenAPI file. `OPTIONS` introspection covers about 40 per cent of endpoints, and rate limits are published as headers without numbers", "fast.io/llms.txt gives 100 credits a GB for storage and 212 for bandwidth. The pricing page and agent guide give 150 and 400", "No SOC 2 report yet (the Trust Centre says an audit is being prepared), no bug bounty, and `/.well-known/security.txt` answers 404", "The terms bar robots from any portion of the Services, website included, outside the API and MCP access of Section 12" ], "agentNotes": [ "Connect to `https://mcp.fast.io/mcp/tools` for named tools or `https://mcp.fast.io/mcp/code` for the 8-tool code mode. The URL fixes the tool set for the session", "Call `action=\"describe\"` on a tool before first use. Parameters live there, not in the tool list", "To update a file, upload again with the same parent folder and filename. Deleting first loses the version history", "On 429 wait until `x-ve-limit-expires` or the `Retry-After` value. On 402 the organisation has no plan or no credits, so stop and tell the owner", "Ask the owner for a key scoped to one workspace with `r` or `rw`. A key made without scopes carries `user:*:rw` across the account" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 55.8 } ], "editorialScores": { "ergonomics": 73, "maintenance": 70, "payments": 30, "reliability": 32, "schema": 65, "security": 77, "transparency": 70 }, "provenanceScore": 57, "checked": { "categories": { "ergonomics": "2026-11-04", "maintenance": "2026-11-04", "payments": "2026-11-04", "reliability": "2026-11-04", "schema": "2026-11-04", "security": "2026-11-04", "transparency": "2026-11-04" }, "last": "2026-11-04", "lastMoved": "2026-11-04", "oldest": "2026-11-04", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "npm install -g @vividengine/fastio-cli", "config": { "mcpServers": { "fastio": { "args": [ "mcp" ], "command": "fastio" } } } }, "letme": { "capability": "https://letme.dev/storage.drive", "tool": "https://letme.dev/fast-io" }, "area": "everyday", "unitPrices": [ { "item": "Starter plan", "unit": "month", "usd": 9.99, "note": "250 GB, 100,000 credits, 3 seats" }, { "item": "Business plan", "unit": "month", "usd": 49.99, "note": "5 TB, 600,000 credits, 10 seats" }, { "item": "Enterprise plan", "unit": "month", "usd": 199.99, "note": "25 TB, 3,000,000 credits, 30 seats" }, { "item": "Additional storage", "unit": "gb-month", "usd": 0.015 }, { "item": "Additional bandwidth", "unit": "gb", "usd": 0.04 }, { "item": "Credit overage", "unit": "credit", "usd": 0.0001, "note": "$10 per 100,000 credits" } ], "provenance": { "legalEntity": "VividEngine, LLC (doing business as Fast Technologies)", "domain": "fast.io", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://fast.io/terms/", "privacy": "https://fast.io/privacy/", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-09", "notes": [ "The terms of service (effective 2 October 2026) name VividEngine, LLC, doing business as Fast Technologies, 4747 Research Forest Dr., Ste 180-265, The Woodlands, TX 77381-4902.", "The API answers at api.fast.io and the MCP server at mcp.fast.io, both on the vendor's domain.", "fast.io/.well-known/security.txt returns 404, although fast.io/llms.txt lists it as the security contact.", "No status page or changelog is linked from the home page, the developer hub, the docs or the Trust Centre.", "rdap.org answered that no RDAP service is available for fast.io, so the registration date is blank.", "The DPA binds only when signed by both parties, and the Trust Centre says it is executed with Enterprise Plus customers and on request." ], "score": 57 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/fast-io.json", "live": { "slug": "fast-io", "probe": { "target": "https://mcp.fast.io/mcp/tools", "method": "get", "lastAt": "2026-11-07T18:20:24.686009622Z", "lastOk": true, "lastStatus": 400, "lastMs": 127, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 210, "p95ms24h": 478, "samples24h": 239, "samples30d": 7205, "days": [ { "date": "2026-10-09", "probes": 85, "ok": 85 }, { "date": "2026-10-10", "probes": 247, "ok": 247 }, { "date": "2026-10-11", "probes": 247, "ok": 247 }, { "date": "2026-10-12", "probes": 247, "ok": 247 }, { "date": "2026-10-13", "probes": 248, "ok": 248 }, { "date": "2026-10-14", "probes": 249, "ok": 249 }, { "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": 251 }, { "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": 185 }, { "date": "2026-11-06", "probes": 241, "ok": 241 }, { "date": "2026-11-07", "probes": 187, "ok": 187 } ] }, "versions": [ { "registry": "github", "name": "MediaFire/fastio_cli", "version": "v0.2.99", "released": "2026-11-02", "seenAt": "2026-11-04T20:15:45.181172781Z" }, { "registry": "github", "name": "VEngTech/fastio_cli", "version": "v0.2.99", "released": "2026-11-02", "seenAt": "2026-11-06T23:25:24.475058283Z" }, { "registry": "npm", "name": "@vividengine/fastio-cli", "version": "0.2.99", "seenAt": "2026-11-06T23:25:22.589334793Z" } ], "githubStars": 1, "npmWeekly": 323, "securityTxt": { "url": "https://fast.io/.well-known/security.txt", "state": "valid", "expires": "2027-09-01T00:00:00.000Z", "checkedAt": "2026-11-07T16:01:04.663310068Z" }, "llmsTxt": { "url": "https://api.fast.io/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-07T15:32:28.564939284Z" }, "domain": { "domain": "fast.io", "checkedAt": "2026-11-01T14:23:55.363262466Z" }, "pages": [ { "url": "https://fast.io/pricing/", "kind": "pricing", "status": 200, "checkedAt": "2026-11-07T14:09:39.834433743Z", "changedAt": "2026-10-31T06:12:24.978697208Z", "fingerprint": "fce9f51a61f0" }, { "url": "https://fast.io/privacy/", "kind": "privacy", "status": 200, "checkedAt": "2026-11-07T14:09:42.977932191Z", "changedAt": "2026-11-05T12:33:17.465675773Z", "fingerprint": "5692e0b10dd3" }, { "url": "https://fast.io/terms/", "kind": "terms", "status": 200, "checkedAt": "2026-11-07T14:09:43.986243982Z", "changedAt": "2026-10-13T20:16:52.036518282Z", "fingerprint": "7034e5c5dc00" } ], "github": { "repo": "mediafire/fastio_cli", "checkedAt": "2026-11-02T09:04:21.054368169Z", "stars": 1, "archived": false, "issuesEnabled": true, "pushedAt": "2026-10-29T21:35:13Z", "openIssues": 0, "openPRs": 0, "issuesOpened90d": 0, "issuesClosed90d": 0, "prsMerged90d": 0, "ci": { "branch": "main", "runs": 16, "success": 16, "failure": 0, "other": 0, "latest": "success", "latestAt": "2026-10-29T21:36:34Z" } }, "updatedAt": "2026-11-07T18:20:24.686009622Z" } }, "answer": "Google Cloud Storage scores 76.7 (BB) on agent readiness against Fastio's 55.8 (C), and leads in 6 of 7 scored categories.", "b": { "slug": "google-cloud-storage", "name": "Google Cloud Storage", "vendor": "Google Cloud", "vendorUrl": "https://cloud.google.com/storage", "kind": "http-api", "category": "file-storage", "summary": "Google Cloud Storage is Google Cloud's object store for buckets and objects, reached through JSON and XML REST APIs, a gRPC Storage Control API, the gcloud CLI, client libraries and a generally available remote MCP server.", "url": "https://www.anchorterminal.com/tools/google-cloud-storage", "markdownUrl": "https://www.anchorterminal.com/tools/google-cloud-storage.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/google-cloud-storage.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/google-cloud-storage.json", "dns": "google-cloud-storage.grade.anchorterminal.com", "transports": [ "streamable-http" ], "remoteUrl": "https://storage.googleapis.com/storage/mcp", "packages": [ { "registry": "npm", "name": "@google-cloud/storage" }, { "registry": "pypi", "name": "google-cloud-storage" } ], "auth": "oauth", "authNotes": "Google OAuth 2.0 access tokens for user or service-account identities, scoped by IAM roles on the project, bucket or managed folder, with HMAC keys for the XML API's S3-style access, and V4 signed URLs that carry a signature, not the secret. The MCP server uses the same Google authentication, with its own IAM permissions per MCP method.", "pricing": "usage", "pricingNotes": "Pay per GB-month stored, per 1,000 operations and per GB of egress, by location and class. Standard in a single region is $0.005 per 1,000 Class A and $0.0004 per 1,000 Class B operations; a dual-region example bills $0.022 per GB-month. Always Free gives 5 GB-months of Standard storage, 5,000 Class A and 50,000 Class B operations in three US regions. Failed 4xx and 5xx operations are generally not charged.", "priceSummary": "$0.005 / 1k req", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 on Cloud Storage or its pricing page (checked 2026-11-06).", "endpoints": [] }, "toolCount": 9, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-11-06" }, "docsUrl": "https://docs.cloud.google.com/storage/docs/apis", "openapi": "https://storage.googleapis.com/$discovery/rest?version=v1", "capabilities": [ "storage.object", "storage.presigned", "storage.s3", "storage.share" ], "tags": [ "hosted", "usage", "free-tier", "mcp", "remote-mcp", "oauth", "iam", "google-cloud", "object-storage", "signed-urls", "sla", "grpc" ], "lastRelease": "2026-11-04", "graded": true, "anchor": { "graded": true, "score": 76.7, "grade": "BB", "agentReady": true, "rank": 41, "ranked": true, "rankOf": 1486, "categoryRank": 4, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 85, "maintenance": 88, "payments": 30, "reliability": 80, "schema": 81, "security": 85, "transparency": 85 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-06" }, "negative": 0, "verdict": "IAM per bucket and MCP method, signed URLs, preconditions for safe retries and a 99.95 per cent multi-region SLA make it a well-governed object store for agents. The nine-tool MCP server has no read-only or destructive annotations, reads stop at 8 MiB, and a person must set up a project and billing first.", "bestFor": "Agents on Google Cloud that store and share files and datasets. amazon-s3, azure-blob-storage and cloudflare-r2 are the closest listings; teams outside Google Cloud with S3 tooling may prefer S3-compatible stores.", "strengths": [ "Generally available MCP server since 20 April 2026, with IAM permissions per MCP method", "Preconditions and a documented retry strategy make writes safe to retry", "SLA of 99.95 per cent a month for multi-region Standard storage", "Signed URLs share objects without sharing credentials", "Cloud Audit Logs cover admin and data access" ], "weaknesses": [ "MCP tools carry no read-only or destructive annotations and deletes need no confirmation", "read_object stops at 8 MiB through MCP", "A high-severity multi-product incident affected Cloud Storage on 20 August 2026", "Project and billing setup needs a person in a browser" ], "agentNotes": [ "Grant the agent's service account only Storage Object Viewer or Creator on the bucket it needs", "Send ifGenerationMatch on writes and deletes so a retry can't overwrite a newer object", "Use a V4 signed URL to share an object rather than changing bucket access", "Read objects over 8 MiB through the JSON API with Range, not the MCP read_object tool", "Confirm with the user before delete_bucket or delete_object" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "BB", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 76.7 } ], "editorialScores": { "ergonomics": 85, "maintenance": 88, "payments": 30, "reliability": 80, "schema": 81, "security": 85, "transparency": 73 }, "provenanceScore": 97, "checked": { "categories": { "ergonomics": "2026-11-06", "maintenance": "2026-11-06", "payments": "2026-11-06", "reliability": "2026-11-06", "schema": "2026-11-06", "security": "2026-11-06", "transparency": "2026-11-06" }, "last": "2026-11-06", "oldest": "2026-11-06", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "pip install google-cloud-storage", "http": "curl -H \"Authorization: Bearer $(gcloud auth print-access-token)\" \"https://storage.googleapis.com/storage/v1/b?project=PROJECT_ID\"" }, "letme": { "capability": "https://letme.dev/storage.object", "tool": "https://letme.dev/google-cloud-storage" }, "sameCompany": [ "gemini-api", "vertex-ai", "gemini-embedding", "vertex-ai-tuning", "cloud-run-gpus", "google-model-armor", "google-imagen", "google-veo", "google-lyria", "google-speech-to-text", "google-cloud-tts", "gemini-live", "google-adk", "google-memory-bank", "google-secret-manager", "google-cloud-document-ai", "google-weather-api", "chrome-devtools-mcp", "google-maps-platform", "google-cloud-translation", "google-calendar-api", "firebase-cloud-messaging", "google-drive-api", "gemini-enterprise", "gemini-cli", "google-search-console", "google-ads-api", "google-forms", "google-sheets-api", "gmail-api", "google-people-api" ], "area": "everyday", "unitPrices": [ { "item": "Class A operation, Standard, regional", "unit": "1k-requests", "usd": 0.005, "note": "Flat namespace; $0.0065 with hierarchical namespace" }, { "item": "Class B operation, Standard, regional", "unit": "1k-requests", "usd": 0.0004, "note": "Flat namespace; $0.0005 with hierarchical namespace" }, { "item": "Standard storage, dual-region example", "unit": "gb-month", "usd": 0.022, "note": "Per the pricing page's Iowa and Oregon dual-region example; regional rates vary by location" } ], "provenance": { "legalEntity": "Google LLC (Google Cloud EMEA Limited and other regional entities by billing address)", "domain": "google.com", "domainRegistered": "1997-09-15", "endpointOnVendorDomain": true, "terms": "https://cloud.google.com/terms", "privacy": "https://policies.google.com/privacy", "statusPage": "https://status.cloud.google.com", "changelog": "https://docs.cloud.google.com/storage/docs/release-notes", "securityTxt": "valid", "checked": "2026-11-06", "notes": [ "Legal entity, terms, privacy and security.txt follow the Google Cloud provenance in data/tools/google-secret-manager.json (checked 1 November 2026); not re-read for this listing.", "status.cloud.google.com/robots.txt allows all; its incidents.json was read on 6 November 2026.", "The API lives at storage.googleapis.com and the docs at docs.cloud.google.com, both Google domains." ], "score": 97 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/google-cloud-storage.json", "live": { "slug": "google-cloud-storage", "probe": { "target": "https://storage.googleapis.com/storage/mcp", "method": "get", "lastAt": "2026-11-07T18:20:27.576703196Z", "lastOk": true, "lastStatus": 405, "lastMs": 120, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 44, "p95ms24h": 120, "samples24h": 200, "samples30d": 200, "days": [ { "date": "2026-11-06", "probes": 13, "ok": 13 }, { "date": "2026-11-07", "probes": 187, "ok": 187 } ] }, "versions": [ { "registry": "npm", "name": "@google-cloud/storage", "version": "8.4.0", "seenAt": "2026-11-06T23:29:10.718971869Z" }, { "registry": "pypi", "name": "google-cloud-storage", "version": "3.17.1", "released": "2026-10-15", "seenAt": "2026-11-06T23:29:11.680918026Z" } ], "npmWeekly": 26901222, "pypiWeekly": 39461441, "securityTxt": { "url": "https://google.com/.well-known/security.txt", "state": "valid", "expires": "2030-04-01T00:00:00z", "checkedAt": "2026-11-07T16:01:22.068349931Z" }, "pages": [ { "url": "https://docs.cloud.google.com/storage/docs/release-notes", "kind": "changelog", "status": 200, "checkedAt": "2026-11-07T14:05:53.84257971Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "2d3b4b4b1622" } ], "updatedAt": "2026-11-07T18:20:27.576703196Z" } }, "edges": [ { "by": 48, "category": "reliability", "leads": "google-cloud-storage", "name": "Reliability", "reasons": { "a": "fast.io, docs.fast.io, api.fast.io and mcp.fast.io weren't re-read on 4 November, because the terms of 2 October 2026 bar any robot from any portion of the Services, website included, outside the API and MCP access of Section 12. Per the 9 October check, no status page or incident history was found on fast.io, the docs or the Trust Centre (0 + 5 for no readable history). Rate limits are exposed in `x-ve-limit-avail`, `x-ve-limit-max` and `x-ve-limit-expires` headers, with no published numbers (5). 429 handling is documented with `Retry-After`, backoff, a retryable 503 and `if_version_id` compare-and-swap on uploads. Idempotency keys exist only on bug reports, not on file, share or workspace writes, so this is safe-retry guidance without idempotency keys on the product's writes (12, corrected on 4 November from 13, which isn't a value the line allows). No SLA, and Section 12 of the terms, re-read on 4 November, still gives no guarantee of API availability (0). The API and MCP server are sold as generally available (10). An earlier reading of the API's own status endpoint is struck, since it came from a request to the product.", "b": "Google Cloud's status dashboard with a per-product incident feed (20). In the 90 days from 8 August, Cloud Storage appears in a high-severity incident on 20 August across 27 products (about 3 hours 40 minutes of timeouts and errors), a medium incident on 8 to 9 October with elevated upload and write errors, and a medium regional incident in europe-west2 on 20 October. One major outage (10). The request-rate guide gives numbers, no ramp-up needed below 1,000 writes or 5,000 reads a second per bucket, with gradual ramping above (15). The retry strategy page lists retryable responses, idempotent operations and preconditions that make writes safe to retry, and the client libraries back off exponentially (15). SLA with monthly uptime of 99.95 per cent for multi-region Standard and 99.9 per cent regional (10). Generally available, and the MCP server since 20 April 2026 (10). 20 + 10 + 15 + 15 + 10 + 10 = 80." }, "scores": { "a": 32, "b": 80 } }, { "by": 21, "category": "transparency", "leads": "google-cloud-storage", "name": "Transparency \u0026 trust", "reasons": { "a": "Closed service under clear terms dated 2 October 2026, re-read on 4 November and unchanged in date. The CLI is Apache-2.0 (18). Per the 9 October check, not re-read on 4 November, a privacy policy, a published DPA and a deletion policy with matching periods of 15, 30, 60 and 90 days, and a no-training statement. The DPA binds only once signed (26). Deprecations are flagged in the docs (Basic sign-in, QuickShare, 410 Gone for retired paths) without dates, and the terms disclaim backward compatibility (6). Sub-processor list with purposes and locations, and 15 days' notice of additions (20).", "b": "Closed service under the Google Cloud terms; client libraries are Apache-2.0 (18). Google's privacy policy, the Cloud Data Processing Addendum and a sub-processor list last modified 19 October 2026 apply, per the Secret Manager listing's 1 November check (22). Dated notices in release notes and a deprecated read_text MCP tool that names its replacement; Google Cloud's deprecation policy wasn't re-read today (15). Sub-processors are listed with locations, and each bucket is created in a chosen location (18). 18 + 22 + 15 + 18 = 73." }, "scores": { "a": 64, "b": 85 } }, { "by": 18, "category": "maintenance", "leads": "google-cloud-storage", "name": "Maintenance \u0026 community", "reasons": { "a": "CLI v0.2.98 on 29 October 2026 adds comment threads, suggestions and export (30). v0.2.99 on 2 November only updates dependencies, so it can't set recency. 18 CLI tags between 1 September and 2 November 2026, all inside the 90 days from 6 August, most of them changing code (20). No changelog in the CLI repository, and fast.io wasn't re-read. Support runs through a contact page, Discord and a bug-report endpoint, and the CLI repository had no open issues and one star, per the 9 October check (7). The official CLI is current, there are no SDKs, and a search of the MCP registry for fastio and fast.io returned nothing, per the 9 October check (5). CI runs check, format, clippy, the test suite and a release build, and Cargo.lock is committed and was updated on 2 November (8).", "b": "Release notes on 4 November 2026 (30). Entries on 30 October, 13 October, 30 September, 10 September and 3 September (20). A closed service with dated release notes and paid support; issue trackers for the client libraries are public (15). Official client libraries in many languages (15). Libraries ship with end-to-end checksums by default since 30 September (8). 30 + 20 + 15 + 15 + 8 = 88." }, "scores": { "a": 70, "b": 88 } }, { "by": 16, "category": "schema", "leads": "google-cloud-storage", "name": "Schema \u0026 documentation", "reasons": { "a": "Per the 9 October check, not re-read on 4 November (terms ban on robots). No OpenAPI file. `OPTIONS` introspection returns parameter types and constraints on about 40 per cent of endpoints, and MCP tools answer `action=\"describe\"`. The hosted tool definitions were not read, because mcp.fast.io's robots.txt disallows `/mcp` (10). llms.txt on fast.io and api.fast.io, a Markdown twin for each reference section, agents.md and skill.md (10). Descriptions say when to use each tool and name the traps (17). Constraint tables and enums are documented, but MCP inputs route through one `action` parameter (9). Request and response examples and per-endpoint error tables (13). The API is version 1.0 under `/current/`, guides carry version numbers and dates, and no changelog was found, in the docs then or in the CLI repository on 4 November (6).", "b": "The JSON API is described by a public Google API Discovery document, storage v1 revision 20261103 (25). docs.cloud.google.com/llms.txt and /storage/llms.txt return 404 (0). The reference explains each method and the docs say when to use XML, JSON or gRPC and that gsutil is legacy (14). Typed resources with enums for storage classes and predefined ACLs (14). Samples in every client library and an error reference with HTTP codes and reasons (13). API version v1 and dated release notes, the latest on 4 November 2026 (15). 25 + 0 + 14 + 14 + 13 + 15 = 81." }, "scores": { "a": 65, "b": 81 } }, { "by": 12, "category": "ergonomics", "leads": "google-cloud-storage", "name": "Agent ergonomics", "reasons": { "a": "Per the 9 October check, not re-read on 4 November (terms ban on robots). 35 hosted tools in named mode, 39 with import and signing (5). Added back 10 for the 8-tool code mode, read-only sessions that list no write tools and the CLI's `--tools` filter (15). Offset and cursor pagination, `page_size` of 100 to 500, filters and `output=terse` or `markdown` (20). Errors carry an HTTP status, a code, per-parameter messages and a recovery hint (18). The docs say every hosted tool sets readOnlyHint, destructiveHint and idempotentHint, and uploads accept `if_version_id`. No general idempotency key (14). No SDK in any language, only the CLI, and workspace creation needs four required fields with literal permission strings (6). The CLI's own stdio server, read from its source at v0.2.99 on 4 November, lists 26 action-routed tools (`import` only when cloud import is on) and sets no annotations.", "b": "Graded as an API with a nine-tool MCP server. The fields parameter selects partial responses, and Range reads fetch part of an object (22). maxResults and pageToken paging, prefix and delimiter filters and match globs (20). JSON errors with code, message and reason, and a documented retry table (16). Generation and metageneration preconditions make retries safe; the MCP reference gives no read-only or destructive annotations (14). Client libraries in many languages with retries on by default, but every call needs Google auth and a project (13). 22 + 20 + 16 + 14 + 13 = 85." }, "scores": { "a": 73, "b": 85 } }, { "by": 8, "category": "security", "leads": "google-cloud-storage", "name": "Security \u0026 auth", "reasons": { "a": "OAuth 2.0 with PKCE (S256), dynamic client registration and consent to scopes, or revocable API keys scoped by entity and access mode with optional expiry, per the 9 October check (30). Read-only scopes, read and write tools kept apart, and `confirm='true'` on irreversible actions (18). Stored files are untrusted content. The docs flag intent text as untrusted and say AI works within the caller's permissions, with no wider guidance (6). An activity log on every plan, kept 30 to 365 days, with an actor on each record. CSV export and SIEM streaming are Enterprise only (13). security@fast.io and the CLI's SECURITY.md, which promises acknowledgement within 48 hours and a fix within 7 days for critical issues, plus Google CASA Assurance Level 1 per the 9 October Trust Centre reading. No SOC 2 report, no bug bounty and no security.txt (10, corrected from 7, since SECURITY.md has stated the 48-hour acknowledgement since 1 September 2026).", "b": "IAM roles on project, bucket and managed folder, V4 signed URLs, and an IAM permission per MCP method (mcp.tools.call plus the storage permission, such as storage.objects.delete for delete_object) (30). Read-only roles such as Storage Object Viewer, grantable down to a managed folder, soft delete with a pausable hard-deletion window and retention locks, but no confirmation step on delete_bucket or delete_object (17). read_object returns stored content to the model with no untrusted-content guidance on the MCP page (5). Cloud Audit Logs with Admin Activity and Data Access entries (15). google.com security.txt is valid to 2030-04-01 with a VRP policy link, per the Secret Manager listing's 1 November check, and Google Cloud publishes security bulletins; Cloud Storage's place in the SOC 2 scope wasn't read today (18). 30 + 17 + 5 + 15 + 18 = 85." }, "scores": { "a": 77, "b": 85 } } ], "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "VividEngine, LLC", "b": "Google Cloud", "name": "Vendor" }, { "a": "https://mcp.fast.io/mcp/tools", "b": "https://storage.googleapis.com/storage/mcp", "name": "Hosted endpoint" }, { "a": "HTTP, Streamable HTTP, stdio", "b": "Streamable HTTP", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth", "name": "Auth" }, { "a": "Paid", "b": "Pay per use", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary service under Fast's terms of service. The CLI, which includes a local MCP server, is Apache-2.0", "b": "none", "name": "Licence" }, { "a": "35", "b": "9", "name": "Tools exposed" }, { "a": "yes", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "no", "name": "llms.txt" }, { "a": "2026-11-02", "b": "2026-11-04", "name": "Last release" }, { "a": "2026-10-02", "b": "2026-09-02", "name": "Terms last updated" }, { "a": "2026-10-02", "b": "2026-10-01", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "yes", "name": "Customer content may train models" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "yes", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "1 stars, 653 npm/wk", "b": "none", "name": "Popularity" } ], "faq": [ { "answer": "Google Cloud Storage scores 76.7 (BB) on agent readiness against Fastio's 55.8 (C), and leads in 6 of 7 scored categories.", "question": "Which is better for AI agents, Fastio or Google Cloud Storage?" }, { "answer": "Fastio takes an API key or an OAuth sign-in. Google Cloud Storage uses an OAuth sign-in.", "question": "Do Fastio and Google Cloud Storage need an API key?" }, { "answer": "Yes. Fastio has a hosted endpoint at https://mcp.fast.io/mcp/tools and Google Cloud Storage at https://storage.googleapis.com/storage/mcp.", "question": "Can an agent call Fastio and Google Cloud Storage without installing anything?" } ], "goodFor": [ { "aheadOn": null, "also": [ "Runs on your own machine" ], "goodFor": "A team that wants agents and people in one shared drive with share links, document search and an audit trail.", "slug": "fast-io", "watchFor": "No free tier. A new organisation answers HTTP 402 until a paid plan is chosen, and the 30-day trial needs a credit card" }, { "aheadOn": [ "Reliability, 80 against 32", "Schema \u0026 documentation, 81 against 65", "Agent ergonomics, 85 against 73", "Security \u0026 auth, 85 against 77", "Maintenance \u0026 community, 88 against 70", "Transparency \u0026 trust, 85 against 64" ], "also": [ "Agent-ready, a grade of BB or better" ], "goodFor": "Agents on Google Cloud that store and share files and datasets. amazon-s3, azure-blob-storage and cloudflare-r2 are the closest listings; teams outside Google Cloud with S3 tooling may prefer S3-compatible stores.", "slug": "google-cloud-storage", "watchFor": "MCP tools carry no read-only or destructive annotations and deletes need no confirmation" } ], "history": { "fast-io": [ { "causes": [ "correction" ], "date": "2026-11-04", "delta": 0.3, "from": 55.5, "fromGrade": "C", "to": 55.8, "toGrade": "C" }, { "causes": [ "method" ], "date": "2026-10-27", "delta": 0.3, "from": 55.2, "fromGrade": "C", "to": 55.5, "toGrade": "C" } ], "google-cloud-storage": null }, "job": { "capability": "storage.share", "name": "File sharing" }, "others": [ { "json": "https://www.anchorterminal.com/compare/amazon-s3-vs-fast-io.json", "title": "Amazon S3 vs Fastio", "url": "https://www.anchorterminal.com/compare/amazon-s3-vs-fast-io" }, { "json": "https://www.anchorterminal.com/compare/azure-blob-storage-vs-fast-io.json", "title": "Azure Blob Storage vs Fastio", "url": "https://www.anchorterminal.com/compare/azure-blob-storage-vs-fast-io" }, { "json": "https://www.anchorterminal.com/compare/backblaze-b2-vs-fast-io.json", "title": "Backblaze B2 vs Fastio", "url": "https://www.anchorterminal.com/compare/backblaze-b2-vs-fast-io" }, { "json": "https://www.anchorterminal.com/compare/box-api-vs-google-cloud-storage.json", "title": "Box API + MCP vs Google Cloud Storage", "url": "https://www.anchorterminal.com/compare/box-api-vs-google-cloud-storage" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-r2-vs-fast-io.json", "title": "Cloudflare R2 vs Fastio", "url": "https://www.anchorterminal.com/compare/cloudflare-r2-vs-fast-io" }, { "json": "https://www.anchorterminal.com/compare/digitalocean-spaces-vs-fast-io.json", "title": "DigitalOcean Spaces vs Fastio", "url": "https://www.anchorterminal.com/compare/digitalocean-spaces-vs-fast-io" }, { "json": "https://www.anchorterminal.com/compare/dropbox-api-vs-google-cloud-storage.json", "title": "Dropbox API + MCP vs Google Cloud Storage", "url": "https://www.anchorterminal.com/compare/dropbox-api-vs-google-cloud-storage" }, { "json": "https://www.anchorterminal.com/compare/fast-io-vs-tigris.json", "title": "Fastio vs Tigris", "url": "https://www.anchorterminal.com/compare/fast-io-vs-tigris" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-storage-vs-google-drive-api.json", "title": "Google Cloud Storage vs Google Drive API + MCP", "url": "https://www.anchorterminal.com/compare/google-cloud-storage-vs-google-drive-api" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-storage-vs-onlyoffice-mcp.json", "title": "Google Cloud Storage vs ONLYOFFICE Apps MCP Server", "url": "https://www.anchorterminal.com/compare/google-cloud-storage-vs-onlyoffice-mcp" }, { "json": "https://www.anchorterminal.com/compare/amazon-s3-vs-google-cloud-storage.json", "title": "Amazon S3 vs Google Cloud Storage", "url": "https://www.anchorterminal.com/compare/amazon-s3-vs-google-cloud-storage" }, { "json": "https://www.anchorterminal.com/compare/azure-blob-storage-vs-google-cloud-storage.json", "title": "Azure Blob Storage vs Google Cloud Storage", "url": "https://www.anchorterminal.com/compare/azure-blob-storage-vs-google-cloud-storage" }, { "json": "https://www.anchorterminal.com/compare/backblaze-b2-vs-google-cloud-storage.json", "title": "Backblaze B2 vs Google Cloud Storage", "url": "https://www.anchorterminal.com/compare/backblaze-b2-vs-google-cloud-storage" }, { "json": "https://www.anchorterminal.com/compare/bunny-storage-vs-google-cloud-storage.json", "title": "Bunny Storage vs Google Cloud Storage", "url": "https://www.anchorterminal.com/compare/bunny-storage-vs-google-cloud-storage" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-r2-vs-google-cloud-storage.json", "title": "Cloudflare R2 vs Google Cloud Storage", "url": "https://www.anchorterminal.com/compare/cloudflare-r2-vs-google-cloud-storage" }, { "json": "https://www.anchorterminal.com/compare/digitalocean-spaces-vs-google-cloud-storage.json", "title": "DigitalOcean Spaces vs Google Cloud Storage", "url": "https://www.anchorterminal.com/compare/digitalocean-spaces-vs-google-cloud-storage" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-storage-vs-tigris.json", "title": "Google Cloud Storage vs Tigris", "url": "https://www.anchorterminal.com/compare/google-cloud-storage-vs-tigris" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-storage-vs-wasabi-hot-cloud-storage.json", "title": "Google Cloud Storage vs Wasabi Hot Cloud Storage", "url": "https://www.anchorterminal.com/compare/google-cloud-storage-vs-wasabi-hot-cloud-storage" }, { "json": "https://www.anchorterminal.com/compare/box-api-vs-fast-io.json", "title": "Box API + MCP vs Fastio", "url": "https://www.anchorterminal.com/compare/box-api-vs-fast-io" }, { "json": "https://www.anchorterminal.com/compare/dropbox-api-vs-fast-io.json", "title": "Dropbox API + MCP vs Fastio", "url": "https://www.anchorterminal.com/compare/dropbox-api-vs-fast-io" }, { "json": "https://www.anchorterminal.com/compare/fast-io-vs-google-drive-api.json", "title": "Fastio vs Google Drive API + MCP", "url": "https://www.anchorterminal.com/compare/fast-io-vs-google-drive-api" }, { "json": "https://www.anchorterminal.com/compare/fast-io-vs-onedrive-sharepoint.json", "title": "Fastio vs OneDrive and SharePoint files (Microsoft Graph)", "url": "https://www.anchorterminal.com/compare/fast-io-vs-onedrive-sharepoint" }, { "json": "https://www.anchorterminal.com/compare/fast-io-vs-onlyoffice-mcp.json", "title": "Fastio vs ONLYOFFICE Apps MCP Server", "url": "https://www.anchorterminal.com/compare/fast-io-vs-onlyoffice-mcp" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-storage-vs-onedrive-sharepoint.json", "title": "Google Cloud Storage vs OneDrive and SharePoint files (Microsoft Graph)", "url": "https://www.anchorterminal.com/compare/google-cloud-storage-vs-onedrive-sharepoint" } ], "panel": null, "scores": [ { "by": 48, "edge": "google-cloud-storage", "fast-io": 32, "google-cloud-storage": 80, "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 16, "edge": "google-cloud-storage", "fast-io": 65, "google-cloud-storage": 81, "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 12, "edge": "google-cloud-storage", "fast-io": 73, "google-cloud-storage": 85, "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "by": 8, "edge": "google-cloud-storage", "fast-io": 77, "google-cloud-storage": 85, "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "by": 0, "edge": "", "fast-io": 30, "google-cloud-storage": 30, "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 18, "edge": "google-cloud-storage", "fast-io": 70, "google-cloud-storage": 88, "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 21, "edge": "google-cloud-storage", "fast-io": 64, "google-cloud-storage": 85, "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Google Cloud Storage scores 76.7 (BB) on agent readiness against Fastio's 55.8 (C), and leads in 6 of 7 scored categories. Both do file sharing.", "tasks": null, "tutorials": [], "verdicts": { "fast-io": "OAuth with PKCE, scoped API keys with read, write and admin modes, and separate read and write MCP tools limit what an agent can touch. There is no free tier, the 30-day trial needs a card, and no status page, SLA, OpenAPI file or public changelog was found.", "google-cloud-storage": "IAM per bucket and MCP method, signed URLs, preconditions for safe retries and a 99.95 per cent multi-region SLA make it a well-governed object store for agents. The nine-tool MCP server has no read-only or destructive annotations, reads stop at 8 MiB, and a person must set up a project and billing first." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/fast-io-vs-google-cloud-storage", "json": "https://www.anchorterminal.com/compare/fast-io-vs-google-cloud-storage.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/fast-io-vs-google-cloud-storage.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/fast-io-vs-google-cloud-storage.min.md" }, "markdown": "Google Cloud Storage scores 76.7 (BB) on agent readiness against Fastio's 55.8 (C), and leads in 6 of 7 scored categories. Both do file sharing.\n\n- Fastio: grade C, 55.8/100, rank #851 of 1486. Markdown https://www.anchorterminal.com/tools/fast-io.md · JSON https://www.anchorterminal.com/api/v1/tools/fast-io.json\n- Google Cloud Storage: grade BB, 76.7/100, rank #41 of 1486. Markdown https://www.anchorterminal.com/tools/google-cloud-storage.md · JSON https://www.anchorterminal.com/api/v1/tools/google-cloud-storage.json\n- Best file storage and sharing APIs for AI agents: https://www.anchorterminal.com/best/file-storage/index.md\n- All 104 storage comparisons: https://www.anchorterminal.com/compare/file-storage/index.md\n\n## Which one, for what\n\n### Fastio (C)\n\nGood for: A team that wants agents and people in one shared drive with share links, document search and an audit trail.\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: No free tier. A new organisation answers HTTP 402 until a paid plan is chosen, and the 30-day trial needs a credit card\n\n### Google Cloud Storage (BB)\n\nGood for: Agents on Google Cloud that store and share files and datasets. amazon-s3, azure-blob-storage and cloudflare-r2 are the closest listings; teams outside Google Cloud with S3 tooling may prefer S3-compatible stores.\n\nAhead on:\n- Reliability, 80 against 32\n- Schema \u0026 documentation, 81 against 65\n- Agent ergonomics, 85 against 73\n- Security \u0026 auth, 85 against 77\n- Maintenance \u0026 community, 88 against 70\n- Transparency \u0026 trust, 85 against 64\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n\nWatch for: MCP tools carry no read-only or destructive annotations and deletes need no confirmation\n\n\n## Why the edge\n\n### Reliability: Google Cloud Storage +48\n\n- Fastio (32): fast.io, docs.fast.io, api.fast.io and mcp.fast.io weren't re-read on 4 November, because the terms of 2 October 2026 bar any robot from any portion of the Services, website included, outside the API and MCP access of Section 12. Per the 9 October check, no status page or incident history was found on fast.io, the docs or the Trust Centre (0 + 5 for no readable history). Rate limits are exposed in `x-ve-limit-avail`, `x-ve-limit-max` and `x-ve-limit-expires` headers, with no published numbers (5). 429 handling is documented with `Retry-After`, backoff, a retryable 503 and `if_version_id` compare-and-swap on uploads. Idempotency keys exist only on bug reports, not on file, share or workspace writes, so this is safe-retry guidance without idempotency keys on the product's writes (12, corrected on 4 November from 13, which isn't a value the line allows). No SLA, and Section 12 of the terms, re-read on 4 November, still gives no guarantee of API availability (0). The API and MCP server are sold as generally available (10). An earlier reading of the API's own status endpoint is struck, since it came from a request to the product.\n- Google Cloud Storage (80): Google Cloud's status dashboard with a per-product incident feed (20). In the 90 days from 8 August, Cloud Storage appears in a high-severity incident on 20 August across 27 products (about 3 hours 40 minutes of timeouts and errors), a medium incident on 8 to 9 October with elevated upload and write errors, and a medium regional incident in europe-west2 on 20 October. One major outage (10). The request-rate guide gives numbers, no ramp-up needed below 1,000 writes or 5,000 reads a second per bucket, with gradual ramping above (15). The retry strategy page lists retryable responses, idempotent operations and preconditions that make writes safe to retry, and the client libraries back off exponentially (15). SLA with monthly uptime of 99.95 per cent for multi-region Standard and 99.9 per cent regional (10). Generally available, and the MCP server since 20 April 2026 (10). 20 + 10 + 15 + 15 + 10 + 10 = 80.\n\n### Transparency \u0026 trust: Google Cloud Storage +21\n\n- Fastio (64): Closed service under clear terms dated 2 October 2026, re-read on 4 November and unchanged in date. The CLI is Apache-2.0 (18). Per the 9 October check, not re-read on 4 November, a privacy policy, a published DPA and a deletion policy with matching periods of 15, 30, 60 and 90 days, and a no-training statement. The DPA binds only once signed (26). Deprecations are flagged in the docs (Basic sign-in, QuickShare, 410 Gone for retired paths) without dates, and the terms disclaim backward compatibility (6). Sub-processor list with purposes and locations, and 15 days' notice of additions (20).\n- Google Cloud Storage (85): Closed service under the Google Cloud terms; client libraries are Apache-2.0 (18). Google's privacy policy, the Cloud Data Processing Addendum and a sub-processor list last modified 19 October 2026 apply, per the Secret Manager listing's 1 November check (22). Dated notices in release notes and a deprecated read_text MCP tool that names its replacement; Google Cloud's deprecation policy wasn't re-read today (15). Sub-processors are listed with locations, and each bucket is created in a chosen location (18). 18 + 22 + 15 + 18 = 73.\n\n### Maintenance \u0026 community: Google Cloud Storage +18\n\n- Fastio (70): CLI v0.2.98 on 29 October 2026 adds comment threads, suggestions and export (30). v0.2.99 on 2 November only updates dependencies, so it can't set recency. 18 CLI tags between 1 September and 2 November 2026, all inside the 90 days from 6 August, most of them changing code (20). No changelog in the CLI repository, and fast.io wasn't re-read. Support runs through a contact page, Discord and a bug-report endpoint, and the CLI repository had no open issues and one star, per the 9 October check (7). The official CLI is current, there are no SDKs, and a search of the MCP registry for fastio and fast.io returned nothing, per the 9 October check (5). CI runs check, format, clippy, the test suite and a release build, and Cargo.lock is committed and was updated on 2 November (8).\n- Google Cloud Storage (88): Release notes on 4 November 2026 (30). Entries on 30 October, 13 October, 30 September, 10 September and 3 September (20). A closed service with dated release notes and paid support; issue trackers for the client libraries are public (15). Official client libraries in many languages (15). Libraries ship with end-to-end checksums by default since 30 September (8). 30 + 20 + 15 + 15 + 8 = 88.\n\n### Schema \u0026 documentation: Google Cloud Storage +16\n\n- Fastio (65): Per the 9 October check, not re-read on 4 November (terms ban on robots). No OpenAPI file. `OPTIONS` introspection returns parameter types and constraints on about 40 per cent of endpoints, and MCP tools answer `action=\"describe\"`. The hosted tool definitions were not read, because mcp.fast.io's robots.txt disallows `/mcp` (10). llms.txt on fast.io and api.fast.io, a Markdown twin for each reference section, agents.md and skill.md (10). Descriptions say when to use each tool and name the traps (17). Constraint tables and enums are documented, but MCP inputs route through one `action` parameter (9). Request and response examples and per-endpoint error tables (13). The API is version 1.0 under `/current/`, guides carry version numbers and dates, and no changelog was found, in the docs then or in the CLI repository on 4 November (6).\n- Google Cloud Storage (81): The JSON API is described by a public Google API Discovery document, storage v1 revision 20261103 (25). docs.cloud.google.com/llms.txt and /storage/llms.txt return 404 (0). The reference explains each method and the docs say when to use XML, JSON or gRPC and that gsutil is legacy (14). Typed resources with enums for storage classes and predefined ACLs (14). Samples in every client library and an error reference with HTTP codes and reasons (13). API version v1 and dated release notes, the latest on 4 November 2026 (15). 25 + 0 + 14 + 14 + 13 + 15 = 81.\n\n### Agent ergonomics: Google Cloud Storage +12\n\n- Fastio (73): Per the 9 October check, not re-read on 4 November (terms ban on robots). 35 hosted tools in named mode, 39 with import and signing (5). Added back 10 for the 8-tool code mode, read-only sessions that list no write tools and the CLI's `--tools` filter (15). Offset and cursor pagination, `page_size` of 100 to 500, filters and `output=terse` or `markdown` (20). Errors carry an HTTP status, a code, per-parameter messages and a recovery hint (18). The docs say every hosted tool sets readOnlyHint, destructiveHint and idempotentHint, and uploads accept `if_version_id`. No general idempotency key (14). No SDK in any language, only the CLI, and workspace creation needs four required fields with literal permission strings (6). The CLI's own stdio server, read from its source at v0.2.99 on 4 November, lists 26 action-routed tools (`import` only when cloud import is on) and sets no annotations.\n- Google Cloud Storage (85): Graded as an API with a nine-tool MCP server. The fields parameter selects partial responses, and Range reads fetch part of an object (22). maxResults and pageToken paging, prefix and delimiter filters and match globs (20). JSON errors with code, message and reason, and a documented retry table (16). Generation and metageneration preconditions make retries safe; the MCP reference gives no read-only or destructive annotations (14). Client libraries in many languages with retries on by default, but every call needs Google auth and a project (13). 22 + 20 + 16 + 14 + 13 = 85.\n\n### Security \u0026 auth: Google Cloud Storage +8\n\n- Fastio (77): OAuth 2.0 with PKCE (S256), dynamic client registration and consent to scopes, or revocable API keys scoped by entity and access mode with optional expiry, per the 9 October check (30). Read-only scopes, read and write tools kept apart, and `confirm='true'` on irreversible actions (18). Stored files are untrusted content. The docs flag intent text as untrusted and say AI works within the caller's permissions, with no wider guidance (6). An activity log on every plan, kept 30 to 365 days, with an actor on each record. CSV export and SIEM streaming are Enterprise only (13). security@fast.io and the CLI's SECURITY.md, which promises acknowledgement within 48 hours and a fix within 7 days for critical issues, plus Google CASA Assurance Level 1 per the 9 October Trust Centre reading. No SOC 2 report, no bug bounty and no security.txt (10, corrected from 7, since SECURITY.md has stated the 48-hour acknowledgement since 1 September 2026).\n- Google Cloud Storage (85): IAM roles on project, bucket and managed folder, V4 signed URLs, and an IAM permission per MCP method (mcp.tools.call plus the storage permission, such as storage.objects.delete for delete_object) (30). Read-only roles such as Storage Object Viewer, grantable down to a managed folder, soft delete with a pausable hard-deletion window and retention locks, but no confirmation step on delete_bucket or delete_object (17). read_object returns stored content to the model with no untrusted-content guidance on the MCP page (5). Cloud Audit Logs with Admin Activity and Data Access entries (15). google.com security.txt is valid to 2030-04-01 with a VRP policy link, per the Secret Manager listing's 1 November check, and Google Cloud publishes security bulletins; Cloud Storage's place in the SOC 2 scope wasn't read today (18). 30 + 17 + 5 + 15 + 18 = 85.\n\n## Score by category\n\n| Category | Weight | Fastio | Google Cloud Storage | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 32 | 80 | Google Cloud Storage +48 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 65 | 81 | Google Cloud Storage +16 |\n| Agent ergonomics | 13% (16.2 this run) | 73 | 85 | Google Cloud Storage +12 |\n| Security \u0026 auth | 14% (17.5 this run) | 77 | 85 | Google Cloud Storage +8 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 30 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 70 | 88 | Google Cloud Storage +18 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 64 | 85 | Google Cloud Storage +21 |\n| Negative events | ≤15 | -2 | 0 | |\n| **Total** | | **55.8 · C** | **76.7 · BB** | |\n\n## Facts side by side\n\n| Fact | Fastio | Google Cloud Storage |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | VividEngine, LLC | Google Cloud |\n| Hosted endpoint | `https://mcp.fast.io/mcp/tools` | `https://storage.googleapis.com/storage/mcp` |\n| Transports | HTTP, Streamable HTTP, stdio | Streamable HTTP |\n| Auth | OAuth or key | OAuth |\n| Pricing | Paid | Pay per use |\n| x402 | no | no |\n| Licence | Proprietary service under Fast's terms of service. The CLI, which includes a local MCP server, is Apache-2.0 | none |\n| Tools exposed | 35 | 9 |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | no |\n| Last release | 2026-11-02 | 2026-11-04 |\n| Terms last updated | 2026-10-02 | 2026-09-02 |\n| Privacy policy last updated | 2026-10-02 | 2026-10-01 |\n| Customer content may train models | not found in the text | yes |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | yes | not found in the text |\n| Popularity | 1 stars, 653 npm/wk | none |\n\n## How the scores have moved\n\n### Fastio\n\n- +0.3 on 4 November 2026: correction\n- +0.3 on 27 October 2026: checklist\n\n### Google Cloud Storage\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Fastio.** OAuth with PKCE, scoped API keys with read, write and admin modes, and separate read and write MCP tools limit what an agent can touch. There is no free tier, the 30-day trial needs a card, and no status page, SLA, OpenAPI file or public changelog was found.\n\n**Google Cloud Storage.** IAM per bucket and MCP method, signed URLs, preconditions for safe retries and a 99.95 per cent multi-region SLA make it a well-governed object store for agents. The nine-tool MCP server has no read-only or destructive annotations, reads stop at 8 MiB, and a person must set up a project and billing first.\n\n## Before you call either\n\n### Fastio\n\n1. Connect to `https://mcp.fast.io/mcp/tools` for named tools or `https://mcp.fast.io/mcp/code` for the 8-tool code mode. The URL fixes the tool set for the session\n2. Call `action=\"describe\"` on a tool before first use. Parameters live there, not in the tool list\n3. To update a file, upload again with the same parent folder and filename. Deleting first loses the version history\n4. On 429 wait until `x-ve-limit-expires` or the `Retry-After` value. On 402 the organisation has no plan or no credits, so stop and tell the owner\n5. Ask the owner for a key scoped to one workspace with `r` or `rw`. A key made without scopes carries `user:*:rw` across the account\n\n### Google Cloud Storage\n\n1. Grant the agent's service account only Storage Object Viewer or Creator on the bucket it needs\n2. Send ifGenerationMatch on writes and deletes so a retry can't overwrite a newer object\n3. Use a V4 signed URL to share an object rather than changing bucket access\n4. Read objects over 8 MiB through the JSON API with Range, not the MCP read_object tool\n5. Confirm with the user before delete_bucket or delete_object\n\n## Questions\n\n### Which is better for AI agents, Fastio or Google Cloud Storage?\n\nGoogle Cloud Storage scores 76.7 (BB) on agent readiness against Fastio's 55.8 (C), and leads in 6 of 7 scored categories.\n\n### Do Fastio and Google Cloud Storage need an API key?\n\nFastio takes an API key or an OAuth sign-in. Google Cloud Storage uses an OAuth sign-in.\n\n### Can an agent call Fastio and Google Cloud Storage without installing anything?\n\nYes. Fastio has a hosted endpoint at https://mcp.fast.io/mcp/tools and Google Cloud Storage at https://storage.googleapis.com/storage/mcp.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/fast-io-vs-google-cloud-storage.json, and with the fewest tokens: https://www.anchorterminal.com/compare/fast-io-vs-google-cloud-storage.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"fast-io\", \"b\": \"google-cloud-storage\"}`. From a terminal: `anchor compare fast-io google-cloud-storage`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/fast-io.json and https://www.anchorterminal.com/api/v1/tools/google-cloud-storage.json\n\n## Other comparisons with Fastio or Google Cloud Storage\n\n- [Amazon S3 vs Fastio](https://www.anchorterminal.com/compare/amazon-s3-vs-fast-io.md)\n- [Azure Blob Storage vs Fastio](https://www.anchorterminal.com/compare/azure-blob-storage-vs-fast-io.md)\n- [Backblaze B2 vs Fastio](https://www.anchorterminal.com/compare/backblaze-b2-vs-fast-io.md)\n- [Box API + MCP vs Google Cloud Storage](https://www.anchorterminal.com/compare/box-api-vs-google-cloud-storage.md)\n- [Cloudflare R2 vs Fastio](https://www.anchorterminal.com/compare/cloudflare-r2-vs-fast-io.md)\n- [DigitalOcean Spaces vs Fastio](https://www.anchorterminal.com/compare/digitalocean-spaces-vs-fast-io.md)\n- [Dropbox API + MCP vs Google Cloud Storage](https://www.anchorterminal.com/compare/dropbox-api-vs-google-cloud-storage.md)\n- [Fastio vs Tigris](https://www.anchorterminal.com/compare/fast-io-vs-tigris.md)\n- [Google Cloud Storage vs Google Drive API + MCP](https://www.anchorterminal.com/compare/google-cloud-storage-vs-google-drive-api.md)\n- [Google Cloud Storage vs ONLYOFFICE Apps MCP Server](https://www.anchorterminal.com/compare/google-cloud-storage-vs-onlyoffice-mcp.md)\n- [Amazon S3 vs Google Cloud Storage](https://www.anchorterminal.com/compare/amazon-s3-vs-google-cloud-storage.md)\n- [Azure Blob Storage vs Google Cloud Storage](https://www.anchorterminal.com/compare/azure-blob-storage-vs-google-cloud-storage.md)\n- [Backblaze B2 vs Google Cloud Storage](https://www.anchorterminal.com/compare/backblaze-b2-vs-google-cloud-storage.md)\n- [Bunny Storage vs Google Cloud Storage](https://www.anchorterminal.com/compare/bunny-storage-vs-google-cloud-storage.md)\n- [Cloudflare R2 vs Google Cloud Storage](https://www.anchorterminal.com/compare/cloudflare-r2-vs-google-cloud-storage.md)\n- [DigitalOcean Spaces vs Google Cloud Storage](https://www.anchorterminal.com/compare/digitalocean-spaces-vs-google-cloud-storage.md)\n- [Google Cloud Storage vs Tigris](https://www.anchorterminal.com/compare/google-cloud-storage-vs-tigris.md)\n- [Google Cloud Storage vs Wasabi Hot Cloud Storage](https://www.anchorterminal.com/compare/google-cloud-storage-vs-wasabi-hot-cloud-storage.md)\n- [Box API + MCP vs Fastio](https://www.anchorterminal.com/compare/box-api-vs-fast-io.md)\n- [Dropbox API + MCP vs Fastio](https://www.anchorterminal.com/compare/dropbox-api-vs-fast-io.md)\n- [Fastio vs Google Drive API + MCP](https://www.anchorterminal.com/compare/fast-io-vs-google-drive-api.md)\n- [Fastio vs OneDrive and SharePoint files (Microsoft Graph)](https://www.anchorterminal.com/compare/fast-io-vs-onedrive-sharepoint.md)\n- [Fastio vs ONLYOFFICE Apps MCP Server](https://www.anchorterminal.com/compare/fast-io-vs-onlyoffice-mcp.md)\n- [Google Cloud Storage vs OneDrive and SharePoint files (Microsoft Graph)](https://www.anchorterminal.com/compare/google-cloud-storage-vs-onedrive-sharepoint.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": "2026-11-07", "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": "Fastio vs Google Cloud Storage", "url": "" } ], "description": "Google Cloud Storage scores 76.7 (BB) to Fastio's 55.8 (C) for file sharing. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Fastio C 55.8", "Google Cloud Storage BB 76.7", "scores" ], "h1": "Fastio vs Google Cloud Storage", "image": "https://www.anchorterminal.com/assets/og/default.png", "path": "/compare/fast-io-vs-google-cloud-storage", "published": "2026-10-01", "section": "tools", "title": "Fastio vs Google Cloud Storage for AI agents (2026) | Anchor Terminal", "toc": null, "updated": "2026-11-07", "url": "https://www.anchorterminal.com/compare/fast-io-vs-google-cloud-storage" }, "tokens": { "markdown": 5000, "slim": 3130 }, "version": 1 }