{ "data": { "a": { "slug": "hygraph", "name": "Hygraph", "vendor": "Hygraph GmbH", "vendorUrl": "https://hygraph.com", "kind": "http-api", "category": "cms", "summary": "Hygraph is a hosted headless CMS from Hygraph GmbH in Berlin. Agents read and write entries, assets and localisations through a GraphQL Content API, change schema through a Management API and SDK, or connect through a hosted MCP server.", "url": "https://www.anchorterminal.com/tools/hygraph", "markdownUrl": "https://www.anchorterminal.com/tools/hygraph.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/hygraph.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/hygraph.json", "repo": "https://github.com/hygraph/management-sdk", "license": "Proprietary service under Hygraph GmbH's Terms of Service. The `@hygraph/management-sdk` package is MIT", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://mcp.hygraph.com/mcp", "packages": [ { "registry": "npm", "name": "@hygraph/management-sdk" } ], "auth": "mixed", "authNotes": "Self-serve. The Content API and Management API take a Permanent Auth Token as a Bearer header. A person creates the token in Project Settings and sets its content permissions (by model, stage, locale, environment and action) and its Management API permissions. A new token has none enabled. Deleting a token invalidates it, and no expiry or rotation was found. The project MCP endpoint takes the same token. The global MCP endpoint uses a browser login through auth.hygraph.com and follows the user's own permissions. OAuth for third-party apps needs a client ID from Hygraph support. No app review or sales approval is needed for tokens.", "pricing": "freemium", "pricingNotes": "The Hobby plan is free with no card and includes 500,000 API calls a month, 1,000 entries, 2 locales and 3 API tokens. Usage past the limit is blocked until the next period. Growth is $199 a month with 1,000,000 API calls, and overage of $0.20 per 10,000 API operations and per GB of asset traffic. Enterprise is sold through sales, with a 30-day trial that needs no card (https://hygraph.com/pricing, checked 2026-10-08).", "priceSummary": "$199 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the API reference, the MCP server docs or the pricing page (checked 2026-10-08).", "endpoints": [] }, "toolCount": 17, "popularity": { "githubStars": 52, "npmWeekly": 8645, "pypiWeekly": null, "asOf": "2026-10-08" }, "docsUrl": "https://hygraph.com/docs/api-reference", "llmsTxt": "https://hygraph.com/llms.txt", "capabilities": [ "cms.content", "cms.publish", "cms.assets", "cms.localisation", "cms.schema" ], "tags": [ "official", "hosted", "mcp", "graphql", "closed-source", "no-card", "free-tier", "llms-txt", "webhooks", "typescript", "status-page", "soc2" ], "lastRelease": "2026-09-30", "graded": true, "anchor": { "graded": true, "score": 69.3, "grade": "B", "agentReady": false, "rank": 191, "ranked": true, "rankOf": 950, "categoryRank": 5, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 72, "maintenance": 74, "payments": 35, "reliability": 89, "schema": 78, "security": 63, "transparency": 60 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-08" }, "negative": 0, "verdict": "Tokens are limited by model, stage, locale and action, the GraphQL schema is typed and introspectable, and a hosted MCP server rejects delete and unpublish operations. Error bodies carry a message without a machine code, there are no idempotency keys, audit logs are Enterprise only, and no data processing agreement, sub-processor list or security.txt was found.", "bestFor": "Teams on Hygraph who want an agent to create, localise and publish entries, upload assets or change schema, with delete and unpublish kept out of reach on MCP.", "strengths": [ "Permanent Auth Tokens are limited by model, stage, locale, environment and action, and a new token starts with no permissions enabled", "The hosted MCP server rejects `delete*` and `unpublish*` operations, and `submit_batch_migration` takes `dry_run` and applies schema changes in one transaction", "GraphQL field selection, `first`, `skip` and cursor arguments and typed filters size every response. The default page is 10 entries and the maximum 100", "The Hobby plan needs no card and includes 500,000 API calls a month, 1,000 entries and 3 API tokens", "`llms.txt` links a Markdown copy of every documentation section, and the changelog has dated entries for 30 July, 31 August and 30 September 2026" ], "weaknesses": [ "GraphQL error bodies carry a message and a `requestId` with no machine-readable code, and only asset transformation 429 responses are documented with `Retry-After`", "No idempotency keys in the reviewed documentation. Safe retries rest on `upsert` mutations keyed on a unique field", "Audit logs, backups with recovery and an uptime SLA are Enterprise only, and version history is absent on Hobby and 14 days on Growth", "No data processing agreement, named sub-processor list, security.txt or disclosure policy was found on hygraph.com. The privacy policy names categories of service provider only", "The only official SDK is `@hygraph/management-sdk` for JavaScript and TypeScript, and its public GitHub repository was last pushed on 13 September 2024" ], "agentNotes": [ "Send the Permanent Auth Token as `Authorization: Bearer \u003ctoken\u003e` to `https://\u003cregion\u003e.hygraph.com/v2/\u003cprojectId\u003e/\u003cenvironment\u003e`. Read the schema by introspection first, because every type is generated from the project's models", "Mutations write to DRAFT. Call `publish\u003cModel\u003e` with `to: [PUBLISHED]` as a separate mutation, and pass `locales` to write or publish a localisation", "Stay under the plan's limit for uncached requests (5 a second on Hobby, 25 on Growth) and its concurrent mutations (5 and 10). Back off exponentially on 429", "Upload an asset with `createAsset`, then POST the file to the returned pre-signed URL, or pass `uploadUrl` for a remote file. The asset stays `ASSET_CREATE_PENDING` until processed", "Schema changes go to the Management API through `@hygraph/management-sdk` or the MCP tool `submit_batch_migration`. Version restore has no documented mutation, so read `\u003cmodel\u003eVersion` and write the old values back" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 69.3 } ], "editorialScores": { "ergonomics": 72, "maintenance": 74, "payments": 35, "reliability": 89, "schema": 78, "security": 63, "transparency": 45 }, "provenanceScore": 75 }, "connect": { "install": "npm install @hygraph/management-sdk", "claudeCode": "claude mcp add hygraph https://mcp-{REGION}.hygraph.com/{PROJECT_ID}/{ENVIRONMENT}/mcp \\\n --transport http \\\n --header \"Authorization: Bearer ${HYGRAPH_TOKEN}\"", "config": { "mcpServers": { "hygraph": { "args": [ "mcp-remote", "https://mcp-{REGION}.hygraph.com/{PROJECT_ID}/master/mcp", "--header", "Authorization: Bearer ${HYGRAPH_TOKEN}" ], "command": "npx", "env": { "HYGRAPH_TOKEN": "token_here" } } } } }, "letme": { "capability": "https://letme.dev/cms.content", "tool": "https://letme.dev/hygraph" }, "area": "business", "unitPrices": [ { "item": "Growth", "unit": "month", "usd": 199, "note": "10 seats, 1,000,000 API calls and 500 GB of asset traffic included" }, { "item": "Additional API operations on Growth", "unit": "1k-requests", "usd": 0.02, "note": "sold as $0.20 per 10,000 API operations" }, { "item": "Additional asset traffic on Growth", "unit": "gb", "usd": 0.2, "note": "per GB past the plan's 500 GB" } ], "provenance": { "legalEntity": "Hygraph GmbH", "domain": "hygraph.com", "domainRegistered": "2022-03-04", "endpointOnVendorDomain": true, "terms": "https://hygraph.com/terms", "privacy": "https://hygraph.com/privacy", "statusPage": "https://status.hygraph.com", "changelog": "https://hygraph.com/changelog", "securityTxt": "none", "checked": "2026-10-08", "notes": [ "The imprint and the privacy policy name Hygraph GmbH, Dircksenstraße 47, 10178 Berlin, registered at Amtsgericht Berlin Charlottenburg under HRB 250696 B.", "The Terms of Service define the Hygraph Services to include the cloud platform and the Hygraph API. The pricing page lists them as the online terms for Hobby and Growth, with custom terms on Enterprise.", "The privacy policy has a section on use of the Hygraph service and was last updated on 19 March 2025. It names categories of service provider and no companies. No data processing agreement was found on hygraph.com.", "The Content API answers at \u003cregion\u003e.hygraph.com, the Management API at management.hygraph.com, the MCP server at mcp.hygraph.com and the OAuth server at auth.hygraph.com.", "https://hygraph.com/.well-known/security.txt answered 404 on 8 October 2026.", "RDAP for hygraph.com gives a registration date of 2022-03-04. The product was named GraphCMS before that, and the older SDK is still on npm as `@graphcms/management`." ], "score": 75 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/hygraph.json", "live": { "slug": "hygraph", "probe": { "target": "https://mcp.hygraph.com/mcp", "method": "get", "lastAt": "2026-10-10T02:07:12.015024985Z", "lastOk": true, "lastStatus": 401, "lastMs": 89, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 82, "p95ms24h": 167, "samples24h": 191, "samples30d": 191, "days": [ { "date": "2026-10-09", "probes": 169, "ok": 169 }, { "date": "2026-10-10", "probes": 22, "ok": 22 } ] }, "vendorStatus": { "page": "https://status.hygraph.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-10T02:06:04.393995651Z" }, "versions": [ { "registry": "github", "name": "hygraph/management-sdk", "version": "v1.6.1", "released": "2022-07-12", "seenAt": "2026-10-09T16:58:28.058695034Z" }, { "registry": "npm", "name": "@hygraph/management-sdk", "version": "1.6.1", "seenAt": "2026-10-09T16:58:27.043737966Z" } ], "githubStars": 52, "npmWeekly": 5681, "securityTxt": { "url": "https://hygraph.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-09T15:39:36.306598163Z" }, "llmsTxt": { "url": "https://hygraph.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-09T14:02:10.937968655Z" }, "pages": [ { "url": "https://hygraph.com/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-10-09T18:40:20.000784461Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "cfa35e3840d0" }, { "url": "https://hygraph.com/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-09T18:40:22.467550912Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "77154f06ef63" }, { "url": "https://hygraph.com/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-09T18:40:24.267671126Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "cf4fb9d76bd8" }, { "url": "https://hygraph.com/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-09T18:40:26.254243804Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "48b302df4eb6" } ], "updatedAt": "2026-10-10T02:07:12.015024985Z" } }, "answer": "Kontent.ai scores 70.5 (BB) on agent readiness against Hygraph's 69.3 (B), and leads in 3 of 7 scored categories. Hygraph leads on reliability and payments \u0026 pricing.", "b": { "slug": "kontent-ai", "name": "Kontent.ai", "vendor": "Kontent CZ s.r.o.", "vendorUrl": "https://kontent.ai", "kind": "http-api", "category": "cms", "summary": "Kontent.ai is a hosted headless CMS from Kontent CZ s.r.o. in Brno. Its Management API v2 reads and writes content items, language variants, assets, content models and workflow steps, and an open-source MCP server wraps it.", "url": "https://www.anchorterminal.com/tools/kontent-ai", "markdownUrl": "https://www.anchorterminal.com/tools/kontent-ai.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/kontent-ai.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/kontent-ai.json", "repo": "https://github.com/kontent-ai/mcp-server", "license": "Proprietary service under the Kontent.ai Terms of Service. The management SDKs for JavaScript and .NET and the MCP server on GitHub are MIT", "transports": [ "http", "stdio", "streamable-http" ], "remoteUrl": "https://manage.kontent.ai/v2", "packages": [ { "registry": "npm", "name": "@kontent-ai/management-sdk" }, { "registry": "npm", "name": "@kontent-ai/mcp-server" } ], "auth": "api-key", "authNotes": "A Bearer API key in the `Authorization` header. A project manager creates a Management API key in the web app under Project settings, API keys, and picks its permissions (read content, edit content, read assets, edit assets, content model, environment settings), the environments it reaches and its expiry (1 minute to 2 years, 6 months by default). A Personal API key inherits its owner's role instead. Regenerating a key revokes the old one after a few minutes. No OAuth flow and no API for creating keys was found. The Management API has to be enabled per environment.", "pricing": "paid", "pricingNotes": "No public price. The pricing page shows sliders for user seats, content types and content items and a form that requests a calculation, and the terms put the price, limits and overage unit prices in an order form. A 30-day trial needs no card and includes API access. The terms mention a Developer Plan, which the pricing page does not show (checked 2026-10-09).", "priceSummary": "Paid", "where": "both", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the Management API docs, the MCP server README or the pricing page (checked 2026-10-09).", "endpoints": [] }, "toolCount": 54, "popularity": { "githubStars": null, "npmWeekly": 8381, "pypiWeekly": null, "asOf": "2026-10-09" }, "docsUrl": "https://kontent.ai/learn/docs/apis/management-api-v2", "llmsTxt": "https://kontent.ai/llms.txt", "registryName": "io.github.kontent-ai/mcp-server", "capabilities": [ "cms.content", "cms.publish", "cms.assets", "cms.localisation", "cms.schema" ], "tags": [ "official", "hosted", "closed-source", "api-key", "mcp", "free-trial", "no-card", "sales-led", "llms-txt", "typescript", "dotnet", "webhooks", "graphql", "status-page", "soc2", "iso27001", "audit-log" ], "lastRelease": "2026-10-02", "graded": true, "anchor": { "graded": true, "score": 70.5, "grade": "BB", "agentReady": true, "rank": 153, "ranked": true, "rankOf": 950, "categoryRank": 3, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 71, "maintenance": 83, "payments": 20, "reliability": 82, "schema": 74, "security": 81, "transparency": 75 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-09" }, "negative": 0, "verdict": "Management API keys take per-area permissions, environment limits and an expiry from one minute to two years, and changes made with a key are named in the audit log. Rate limits and Retry-After are documented. No price is published, and no OpenAPI file was found. Access starts with a 30-day trial that a person opens in a browser.", "bestFor": "A company already on Kontent.ai, or evaluating it on a trial, that wants an agent to draft, localise, move through workflow and publish structured content with a permission-limited key and an audit trail.", "strengths": [ "Management API keys carry selectable permissions (read content, edit content, assets, content model, environment settings), environment limits and an expiry from 1 minute to 2 years", "Rate limits are published (10 requests a second and 400 a minute per environment), and a 429 carries a Retry-After header", "The audit log keeps 90 days of changes and names the API key that made each one. Content item changes were added on 2 October 2026", "All 54 tools in the MCP server (MIT, version 0.39.0) set readOnlyHint and destructiveHint, and its README has a section on indirect prompt injection", "security.txt is valid to July 2027, with a disclosure policy that pays discretionary rewards, and the trust centre lists SOC 2 Type 2 and ISO 27001, 27017, 27018 and 42001", "The sub-processor page names each vendor, its location and the data sent, and projects can be stored in the US, the Netherlands, Australia or Canada" ], "weaknesses": [ "No price is published. The pricing page shows sliders for seats, content types and items and a form that requests a quote", "No OpenAPI file was found. The docs link a Postman collection, which we did not read", "Access needs a person. The 30-day trial needs no card, but sign-up, the Management API toggle and key creation happen in the web app", "No idempotency keys. The docs advise against parallel requests, saying they may cause inconsistencies in content", "The availability annex covers the administration interface and the Delivery API, not the Management API, and the guaranteed level sits in each order form", "The Terms of Service forbid automated access to the Service unless the procedure is described in the documentation. This matters before any probe is run", "The MCP server loads 54 tools, 22 of them marked destructive, and runs only on the owner's machine. No hosted endpoint was found" ], "agentNotes": [ "Send `Authorization: Bearer \u003ckey\u003e` to `https://manage.kontent.ai/v2/projects/{environment_id}/...`. The Management API must be switched on under Environment settings, General, Enabled APIs first", "Ask for a Management API key with only the permissions the task needs. Read content alone gives a read-only key, and keys expire after six months by default", "Stay under 10 requests a second and 400 a minute per environment, send requests one at a time, and wait the seconds in Retry-After on a 429", "Page lists by passing the `continuation_token` from the response back in the `x-continuation` header", "Create items with an `external_id` and write with the upsert PUT at `/items/external-id/{id}` so a retry after a lost response does not create a duplicate", "With the MCP server, call `get-patch-guide` before any patch tool, and use a client that prompts on destructiveHint" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "BB", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 70.5 } ], "editorialScores": { "ergonomics": 71, "maintenance": 83, "payments": 20, "reliability": 82, "schema": 74, "security": 81, "transparency": 69 }, "provenanceScore": 80 }, "connect": { "install": "npm i @kontent-ai/management-sdk --save", "http": "curl --request GET \\\n --url https://manage.kontent.ai/v2/projects/KONTENT_AI_ENVIRONMENT_ID/items \\\n --header 'Authorization: Bearer KONTENT_AI_MANAGEMENT_API_KEY' \\\n --header 'Content-type: application/json'", "config": { "kontent-ai-stdio": { "args": [ "@kontent-ai/mcp-server@latest", "stdio" ], "command": "npx", "env": { "KONTENT_API_KEY": "\u003cyour-management-api-key\u003e", "KONTENT_ENVIRONMENT_ID": "\u003cyour-environment-id\u003e" } } } }, "letme": { "capability": "https://letme.dev/cms.content", "tool": "https://letme.dev/kontent-ai" }, "area": "business", "provenance": { "legalEntity": "Kontent CZ s.r.o.", "domain": "kontent.ai", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://kontent.ai/terms-of-service/", "privacy": "https://kontent.ai/privacy/", "statusPage": "https://status.kontent.ai", "changelog": "https://kontent.ai/learn/product-updates", "securityTxt": "valid", "checked": "2026-10-09", "notes": [ "The Terms of Service effective 11 September 2026 name Kontent CZ s.r.o., Nové sady 996/25, 602 00 Brno, Czech Republic, company number 173 00 576, or an affiliate named in the order form. The Data Processing Addendum and the availability and AI annexes are part of the same page.", "The privacy policy effective 2 June 2025 is issued by Kontent s.r.o. at the same address with Kontent CZ s.r.o. and Kontent US, LLC as joint controllers, and has a section for users of the product.", "The Management API answers at manage.kontent.ai, a kontent.ai subdomain.", "kontent.ai/.well-known/security.txt gives security@kontent.ai, a PGP key, the disclosure policy and an Open Bug Bounty page, and expires on 21 July 2027.", "The domain's registration date was not looked up." ], "score": 80 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/kontent-ai.json", "live": { "slug": "kontent-ai", "probe": { "target": "https://manage.kontent.ai/v2", "method": "get", "lastAt": "2026-10-10T02:07:13.352806651Z", "lastOk": true, "lastStatus": 404, "lastMs": 358, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 375, "p95ms24h": 588, "samples24h": 107, "samples30d": 107, "days": [ { "date": "2026-10-09", "probes": 85, "ok": 85 }, { "date": "2026-10-10", "probes": 22, "ok": 22 } ] }, "vendorStatus": { "page": "https://status.kontent.ai", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-10T02:06:06.753307497Z" }, "versions": [ { "registry": "github", "name": "kontent-ai/mcp-server", "version": "0.39.0", "released": "2026-08-31", "seenAt": "2026-10-09T17:00:51.588844437Z" }, { "registry": "npm", "name": "@kontent-ai/management-sdk", "version": "8.5.7", "seenAt": "2026-10-09T17:00:49.298560089Z" }, { "registry": "npm", "name": "@kontent-ai/mcp-server", "version": "0.39.0", "seenAt": "2026-10-09T17:00:50.153755771Z" } ], "githubStars": 9, "npmWeekly": 8381, "pages": [ { "url": "https://kontent.ai/learn/product-updates", "kind": "changelog", "status": 200, "checkedAt": "2026-10-09T18:40:45.195164377Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "3f0ce279378b" }, { "url": "https://kontent.ai/privacy/", "kind": "privacy", "status": 200, "checkedAt": "2026-10-09T18:40:47.371617041Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "47ae43c907ba" }, { "url": "https://kontent.ai/terms-of-service/", "kind": "terms", "status": 200, "checkedAt": "2026-10-09T18:40:49.654963617Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "b1ef49b6e91c" } ], "updatedAt": "2026-10-10T02:07:13.352806651Z" } }, "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Hygraph GmbH", "b": "Kontent CZ s.r.o.", "name": "Vendor" }, { "a": "https://mcp.hygraph.com/mcp", "b": "https://manage.kontent.ai/v2", "name": "Hosted endpoint" }, { "a": "HTTP, Streamable HTTP", "b": "HTTP, stdio, Streamable HTTP", "name": "Transports" }, { "a": "OAuth or key", "b": "API key", "name": "Auth" }, { "a": "Freemium", "b": "Paid", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary service under Hygraph GmbH's Terms of Service. The `@hygraph/management-sdk` package is MIT", "b": "Proprietary service under the Kontent.ai Terms of Service. The management SDKs for JavaScript and .NET and the MCP server on GitHub are MIT", "name": "Licence" }, { "a": "17", "b": "54", "name": "Tools exposed" }, { "a": "no", "b": "yes", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "not listed", "b": "io.github.kontent-ai/mcp-server", "name": "MCP registry" }, { "a": "2026-09-30", "b": "2026-10-02", "name": "Last release" }, { "a": "no date given", "b": "2026-09-11", "name": "Terms last updated" }, { "a": "no date given", "b": "2025-06-02", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "yes", "name": "Terms restrict automated access" }, { "a": "yes", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "52 stars, 8.6k npm/wk", "b": "8.4k npm/wk", "name": "Popularity" } ], "faq": [ { "answer": "Kontent.ai scores 70.5 (BB) on agent readiness against Hygraph's 69.3 (B), and leads in 3 of 7 scored categories. Hygraph leads on reliability and payments \u0026 pricing.", "question": "Which is better for AI agents, Hygraph or Kontent.ai?" }, { "answer": "Hygraph takes an API key or an OAuth sign-in. Kontent.ai needs an API key.", "question": "Do Hygraph and Kontent.ai need an API key?" }, { "answer": "Yes. Hygraph has a hosted endpoint at https://mcp.hygraph.com/mcp and Kontent.ai at https://manage.kontent.ai/v2.", "question": "Can an agent call Hygraph and Kontent.ai without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 89 against 82", "Payments \u0026 pricing, 35 against 20" ], "also": null, "goodFor": "Teams on Hygraph who want an agent to create, localise and publish entries, upload assets or change schema, with delete and unpublish kept out of reach on MCP.", "slug": "hygraph", "watchFor": "GraphQL error bodies carry a message and a `requestId` with no machine-readable code, and only asset transformation 429 responses are documented with `Retry-After`" }, { "aheadOn": [ "Security \u0026 auth, 81 against 63", "Maintenance \u0026 community, 83 against 74", "Transparency \u0026 trust, 75 against 60" ], "also": [ "Agent-ready, a grade of BB or better", "Runs on your own machine" ], "goodFor": "A company already on Kontent.ai, or evaluating it on a trial, that wants an agent to draft, localise, move through workflow and publish structured content with a permission-limited key and an audit trail.", "slug": "kontent-ai", "watchFor": "No price is published. The pricing page shows sliders for seats, content types and items and a form that requests a quote" } ], "job": { "capability": "cms.content", "name": "Content management" }, "others": [ { "json": "https://www.anchorterminal.com/compare/buttercms-vs-hygraph.json", "title": "ButterCMS vs Hygraph", "url": "https://www.anchorterminal.com/compare/buttercms-vs-hygraph" }, { "json": "https://www.anchorterminal.com/compare/buttercms-vs-kontent-ai.json", "title": "ButterCMS vs Kontent.ai", "url": "https://www.anchorterminal.com/compare/buttercms-vs-kontent-ai" }, { "json": "https://www.anchorterminal.com/compare/contentstack-vs-hygraph.json", "title": "Contentstack vs Hygraph", "url": "https://www.anchorterminal.com/compare/contentstack-vs-hygraph" }, { "json": "https://www.anchorterminal.com/compare/contentstack-vs-kontent-ai.json", "title": "Contentstack vs Kontent.ai", "url": "https://www.anchorterminal.com/compare/contentstack-vs-kontent-ai" }, { "json": "https://www.anchorterminal.com/compare/datocms-vs-hygraph.json", "title": "DatoCMS vs Hygraph", "url": "https://www.anchorterminal.com/compare/datocms-vs-hygraph" }, { "json": "https://www.anchorterminal.com/compare/datocms-vs-kontent-ai.json", "title": "DatoCMS vs Kontent.ai", "url": "https://www.anchorterminal.com/compare/datocms-vs-kontent-ai" }, { "json": "https://www.anchorterminal.com/compare/directus-vs-hygraph.json", "title": "Directus vs Hygraph", "url": "https://www.anchorterminal.com/compare/directus-vs-hygraph" }, { "json": "https://www.anchorterminal.com/compare/directus-vs-kontent-ai.json", "title": "Directus vs Kontent.ai", "url": "https://www.anchorterminal.com/compare/directus-vs-kontent-ai" }, { "json": "https://www.anchorterminal.com/compare/ghost-vs-hygraph.json", "title": "Ghost vs Hygraph", "url": "https://www.anchorterminal.com/compare/ghost-vs-hygraph" }, { "json": "https://www.anchorterminal.com/compare/ghost-vs-kontent-ai.json", "title": "Ghost vs Kontent.ai", "url": "https://www.anchorterminal.com/compare/ghost-vs-kontent-ai" }, { "json": "https://www.anchorterminal.com/compare/hygraph-vs-payload.json", "title": "Hygraph vs Payload", "url": "https://www.anchorterminal.com/compare/hygraph-vs-payload" }, { "json": "https://www.anchorterminal.com/compare/hygraph-vs-prismic.json", "title": "Hygraph vs Prismic", "url": "https://www.anchorterminal.com/compare/hygraph-vs-prismic" }, { "json": "https://www.anchorterminal.com/compare/hygraph-vs-sanity.json", "title": "Hygraph vs Sanity", "url": "https://www.anchorterminal.com/compare/hygraph-vs-sanity" }, { "json": "https://www.anchorterminal.com/compare/hygraph-vs-storyblok.json", "title": "Hygraph vs Storyblok", "url": "https://www.anchorterminal.com/compare/hygraph-vs-storyblok" }, { "json": "https://www.anchorterminal.com/compare/hygraph-vs-strapi.json", "title": "Hygraph vs Strapi", "url": "https://www.anchorterminal.com/compare/hygraph-vs-strapi" }, { "json": "https://www.anchorterminal.com/compare/hygraph-vs-webflow.json", "title": "Hygraph vs Webflow", "url": "https://www.anchorterminal.com/compare/hygraph-vs-webflow" }, { "json": "https://www.anchorterminal.com/compare/hygraph-vs-wordpress.json", "title": "Hygraph vs WordPress", "url": "https://www.anchorterminal.com/compare/hygraph-vs-wordpress" }, { "json": "https://www.anchorterminal.com/compare/kontent-ai-vs-payload.json", "title": "Kontent.ai vs Payload", "url": "https://www.anchorterminal.com/compare/kontent-ai-vs-payload" }, { "json": "https://www.anchorterminal.com/compare/kontent-ai-vs-prismic.json", "title": "Kontent.ai vs Prismic", "url": "https://www.anchorterminal.com/compare/kontent-ai-vs-prismic" }, { "json": "https://www.anchorterminal.com/compare/kontent-ai-vs-sanity.json", "title": "Kontent.ai vs Sanity", "url": "https://www.anchorterminal.com/compare/kontent-ai-vs-sanity" }, { "json": "https://www.anchorterminal.com/compare/kontent-ai-vs-storyblok.json", "title": "Kontent.ai vs Storyblok", "url": "https://www.anchorterminal.com/compare/kontent-ai-vs-storyblok" }, { "json": "https://www.anchorterminal.com/compare/kontent-ai-vs-strapi.json", "title": "Kontent.ai vs Strapi", "url": "https://www.anchorterminal.com/compare/kontent-ai-vs-strapi" }, { "json": "https://www.anchorterminal.com/compare/kontent-ai-vs-webflow.json", "title": "Kontent.ai vs Webflow", "url": "https://www.anchorterminal.com/compare/kontent-ai-vs-webflow" }, { "json": "https://www.anchorterminal.com/compare/kontent-ai-vs-wordpress.json", "title": "Kontent.ai vs WordPress", "url": "https://www.anchorterminal.com/compare/kontent-ai-vs-wordpress" } ], "scores": [ { "by": 7, "edge": "hygraph", "hygraph": 89, "key": "reliability", "kontent-ai": 82, "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 4, "edge": "hygraph", "hygraph": 78, "key": "schema", "kontent-ai": 74, "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 1, "edge": "hygraph", "hygraph": 72, "key": "ergonomics", "kontent-ai": 71, "name": "Agent ergonomics", "weight": 13 }, { "by": 18, "edge": "kontent-ai", "hygraph": 63, "key": "security", "kontent-ai": 81, "name": "Security \u0026 auth", "weight": 14 }, { "by": 15, "edge": "hygraph", "hygraph": 35, "key": "payments", "kontent-ai": 20, "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 9, "edge": "kontent-ai", "hygraph": 74, "key": "maintenance", "kontent-ai": 83, "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 15, "edge": "kontent-ai", "hygraph": 60, "key": "transparency", "kontent-ai": 75, "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Kontent.ai scores 70.5 (BB) on agent readiness against Hygraph's 69.3 (B), and leads in 3 of 7 scored categories. Hygraph leads on reliability and payments \u0026 pricing. Both do content management.", "verdicts": { "hygraph": "Tokens are limited by model, stage, locale and action, the GraphQL schema is typed and introspectable, and a hosted MCP server rejects delete and unpublish operations. Error bodies carry a message without a machine code, there are no idempotency keys, audit logs are Enterprise only, and no data processing agreement, sub-processor list or security.txt was found.", "kontent-ai": "Management API keys take per-area permissions, environment limits and an expiry from one minute to two years, and changes made with a key are named in the audit log. Rate limits and Retry-After are documented. No price is published, and no OpenAPI file was found. Access starts with a 30-day trial that a person opens in a browser." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/hygraph-vs-kontent-ai", "json": "https://www.anchorterminal.com/compare/hygraph-vs-kontent-ai.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/hygraph-vs-kontent-ai.md", "slim": "https://www.anchorterminal.com/compare/hygraph-vs-kontent-ai.min.md" }, "markdown": "Kontent.ai scores 70.5 (BB) on agent readiness against Hygraph's 69.3 (B), and leads in 3 of 7 scored categories. Hygraph leads on reliability and payments \u0026 pricing. Both do content management.\n\n- Hygraph: grade B, 69.3/100, rank #191 of 950. Markdown https://www.anchorterminal.com/tools/hygraph.md · JSON https://www.anchorterminal.com/api/v1/tools/hygraph.json\n- Kontent.ai: grade BB, 70.5/100, rank #153 of 950. Markdown https://www.anchorterminal.com/tools/kontent-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/kontent-ai.json\n- Best headless CMS and website publishing for AI agents: https://www.anchorterminal.com/best/cms/index.md\n- All 91 cms comparisons: https://www.anchorterminal.com/compare/cms/index.md\n\n## Which one, for what\n\n### Hygraph (B)\n\nGood for: Teams on Hygraph who want an agent to create, localise and publish entries, upload assets or change schema, with delete and unpublish kept out of reach on MCP.\n\nAhead on:\n- Reliability, 89 against 82\n- Payments \u0026 pricing, 35 against 20\n\nWatch for: GraphQL error bodies carry a message and a `requestId` with no machine-readable code, and only asset transformation 429 responses are documented with `Retry-After`\n\n### Kontent.ai (BB)\n\nGood for: A company already on Kontent.ai, or evaluating it on a trial, that wants an agent to draft, localise, move through workflow and publish structured content with a permission-limited key and an audit trail.\n\nAhead on:\n- Security \u0026 auth, 81 against 63\n- Maintenance \u0026 community, 83 against 74\n- Transparency \u0026 trust, 75 against 60\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- Runs on your own machine\n\nWatch for: No price is published. The pricing page shows sliders for seats, content types and items and a form that requests a quote\n\n\n## Score by category\n\n| Category | Weight | Hygraph | Kontent.ai | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 89 | 82 | Hygraph +7 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 78 | 74 | Hygraph +4 |\n| Agent ergonomics | 13% (16.2 this run) | 72 | 71 | Hygraph +1 |\n| Security \u0026 auth | 14% (17.5 this run) | 63 | 81 | Kontent.ai +18 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 35 | 20 | Hygraph +15 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 74 | 83 | Kontent.ai +9 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 60 | 75 | Kontent.ai +15 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **69.3 · B** | **70.5 · BB** | |\n\n## Facts side by side\n\n| Fact | Hygraph | Kontent.ai |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Hygraph GmbH | Kontent CZ s.r.o. |\n| Hosted endpoint | `https://mcp.hygraph.com/mcp` | `https://manage.kontent.ai/v2` |\n| Transports | HTTP, Streamable HTTP | HTTP, stdio, Streamable HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Paid |\n| x402 | no | no |\n| Licence | Proprietary service under Hygraph GmbH's Terms of Service. The `@hygraph/management-sdk` package is MIT | Proprietary service under the Kontent.ai Terms of Service. The management SDKs for JavaScript and .NET and the MCP server on GitHub are MIT |\n| Tools exposed | 17 | 54 |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `io.github.kontent-ai/mcp-server` |\n| Last release | 2026-09-30 | 2026-10-02 |\n| Terms last updated | no date given | 2026-09-11 |\n| Privacy policy last updated | no date given | 2025-06-02 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | yes |\n| Terms restrict benchmarking | yes | yes |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 52 stars, 8.6k npm/wk | 8.4k npm/wk |\n\n## Verdicts\n\n**Hygraph.** Tokens are limited by model, stage, locale and action, the GraphQL schema is typed and introspectable, and a hosted MCP server rejects delete and unpublish operations. Error bodies carry a message without a machine code, there are no idempotency keys, audit logs are Enterprise only, and no data processing agreement, sub-processor list or security.txt was found.\n\n**Kontent.ai.** Management API keys take per-area permissions, environment limits and an expiry from one minute to two years, and changes made with a key are named in the audit log. Rate limits and Retry-After are documented. No price is published, and no OpenAPI file was found. Access starts with a 30-day trial that a person opens in a browser.\n\n## Before you call either\n\n### Hygraph\n\n1. Send the Permanent Auth Token as `Authorization: Bearer \u003ctoken\u003e` to `https://\u003cregion\u003e.hygraph.com/v2/\u003cprojectId\u003e/\u003cenvironment\u003e`. Read the schema by introspection first, because every type is generated from the project's models\n2. Mutations write to DRAFT. Call `publish\u003cModel\u003e` with `to: [PUBLISHED]` as a separate mutation, and pass `locales` to write or publish a localisation\n3. Stay under the plan's limit for uncached requests (5 a second on Hobby, 25 on Growth) and its concurrent mutations (5 and 10). Back off exponentially on 429\n4. Upload an asset with `createAsset`, then POST the file to the returned pre-signed URL, or pass `uploadUrl` for a remote file. The asset stays `ASSET_CREATE_PENDING` until processed\n5. Schema changes go to the Management API through `@hygraph/management-sdk` or the MCP tool `submit_batch_migration`. Version restore has no documented mutation, so read `\u003cmodel\u003eVersion` and write the old values back\n\n### Kontent.ai\n\n1. Send `Authorization: Bearer \u003ckey\u003e` to `https://manage.kontent.ai/v2/projects/{environment_id}/...`. The Management API must be switched on under Environment settings, General, Enabled APIs first\n2. Ask for a Management API key with only the permissions the task needs. Read content alone gives a read-only key, and keys expire after six months by default\n3. Stay under 10 requests a second and 400 a minute per environment, send requests one at a time, and wait the seconds in Retry-After on a 429\n4. Page lists by passing the `continuation_token` from the response back in the `x-continuation` header\n5. Create items with an `external_id` and write with the upsert PUT at `/items/external-id/{id}` so a retry after a lost response does not create a duplicate\n6. With the MCP server, call `get-patch-guide` before any patch tool, and use a client that prompts on destructiveHint\n\n## Questions\n\n### Which is better for AI agents, Hygraph or Kontent.ai?\n\nKontent.ai scores 70.5 (BB) on agent readiness against Hygraph's 69.3 (B), and leads in 3 of 7 scored categories. Hygraph leads on reliability and payments \u0026 pricing.\n\n### Do Hygraph and Kontent.ai need an API key?\n\nHygraph takes an API key or an OAuth sign-in. Kontent.ai needs an API key.\n\n### Can an agent call Hygraph and Kontent.ai without installing anything?\n\nYes. Hygraph has a hosted endpoint at https://mcp.hygraph.com/mcp and Kontent.ai at https://manage.kontent.ai/v2.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/hygraph-vs-kontent-ai.json, and with the fewest tokens: https://www.anchorterminal.com/compare/hygraph-vs-kontent-ai.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"hygraph\", \"b\": \"kontent-ai\"}`. From a terminal: `anchor compare hygraph kontent-ai`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/hygraph.json and https://www.anchorterminal.com/api/v1/tools/kontent-ai.json\n\n## Other comparisons with Hygraph or Kontent.ai\n\n- [ButterCMS vs Hygraph](https://www.anchorterminal.com/compare/buttercms-vs-hygraph.md)\n- [ButterCMS vs Kontent.ai](https://www.anchorterminal.com/compare/buttercms-vs-kontent-ai.md)\n- [Contentstack vs Hygraph](https://www.anchorterminal.com/compare/contentstack-vs-hygraph.md)\n- [Contentstack vs Kontent.ai](https://www.anchorterminal.com/compare/contentstack-vs-kontent-ai.md)\n- [DatoCMS vs Hygraph](https://www.anchorterminal.com/compare/datocms-vs-hygraph.md)\n- [DatoCMS vs Kontent.ai](https://www.anchorterminal.com/compare/datocms-vs-kontent-ai.md)\n- [Directus vs Hygraph](https://www.anchorterminal.com/compare/directus-vs-hygraph.md)\n- [Directus vs Kontent.ai](https://www.anchorterminal.com/compare/directus-vs-kontent-ai.md)\n- [Ghost vs Hygraph](https://www.anchorterminal.com/compare/ghost-vs-hygraph.md)\n- [Ghost vs Kontent.ai](https://www.anchorterminal.com/compare/ghost-vs-kontent-ai.md)\n- [Hygraph vs Payload](https://www.anchorterminal.com/compare/hygraph-vs-payload.md)\n- [Hygraph vs Prismic](https://www.anchorterminal.com/compare/hygraph-vs-prismic.md)\n- [Hygraph vs Sanity](https://www.anchorterminal.com/compare/hygraph-vs-sanity.md)\n- [Hygraph vs Storyblok](https://www.anchorterminal.com/compare/hygraph-vs-storyblok.md)\n- [Hygraph vs Strapi](https://www.anchorterminal.com/compare/hygraph-vs-strapi.md)\n- [Hygraph vs Webflow](https://www.anchorterminal.com/compare/hygraph-vs-webflow.md)\n- [Hygraph vs WordPress](https://www.anchorterminal.com/compare/hygraph-vs-wordpress.md)\n- [Kontent.ai vs Payload](https://www.anchorterminal.com/compare/kontent-ai-vs-payload.md)\n- [Kontent.ai vs Prismic](https://www.anchorterminal.com/compare/kontent-ai-vs-prismic.md)\n- [Kontent.ai vs Sanity](https://www.anchorterminal.com/compare/kontent-ai-vs-sanity.md)\n- [Kontent.ai vs Storyblok](https://www.anchorterminal.com/compare/kontent-ai-vs-storyblok.md)\n- [Kontent.ai vs Strapi](https://www.anchorterminal.com/compare/kontent-ai-vs-strapi.md)\n- [Kontent.ai vs Webflow](https://www.anchorterminal.com/compare/kontent-ai-vs-webflow.md)\n- [Kontent.ai vs WordPress](https://www.anchorterminal.com/compare/kontent-ai-vs-wordpress.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-10", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Hygraph vs Kontent.ai", "url": "" } ], "description": "Kontent.ai scores 70.5 (BB) to Hygraph's 69.3 (B) for content management. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Hygraph B 69.3", "Kontent.ai BB 70.5", "scores" ], "h1": "Hygraph vs Kontent.ai", "image": "https://www.anchorterminal.com/assets/og/compare-hygraph-vs-kontent-ai.png", "path": "/compare/hygraph-vs-kontent-ai", "published": "2026-10-01", "section": "tools", "title": "Hygraph vs Kontent.ai for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-09", "url": "https://www.anchorterminal.com/compare/hygraph-vs-kontent-ai" }, "tokens": { "markdown": 2650, "slim": 730 }, "version": 1 }