Overall AI readiness score
A combined result across all audit signals.
Overall AI readiness score
A combined result across all audit signals.
Overall AI readiness assessment
LLM Documentation for Grafbase (grafbase.com) received an AI-readiness score of 86/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was accessible, and ai.txt was not found. The robots.txt analysis found 0 explicitly allowed and 0 blocked AI crawlers, with 1 declared sitemap. Homepage markup completeness was 60%; no Schema.org types were detected and 7 OpenGraph tags were detected. Results reflect the public site response observed on 2026-09-23T02:33:26.378Z.
llms.txt is accessible and contains 7,654 tokens. An expanded llms-full.txt is also available with 66,701 tokens, giving agents more direct context. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.
robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. No Schema.org type was detected on the homepage. 7 OpenGraph tags were found and markup completeness is 60%, leaving more entity interpretation to crawlers.
The mobile Lighthouse profile adds Performance 68/100, Accessibility 94/100, Best Practices 92/100, SEO 92/100, and experimental Agentic Browsing 100/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.
A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.
Performance
Accessibility
Best Practices
Technical SEO
Agentic Browsing
Mobile performance is 68/100, with the largest visible content block appearing in 12.5 s and the browser main thread blocked for 140 ms. Layout shift was 0. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.
Accessibility scored 94/100, Best Practices 92/100, and technical SEO 92/100. The experimental Agentic Browsing category scored 100/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.
Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.
Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.
Serve correctly sized modern formats, prioritise the primary visual, and lazy-load content below the first viewport.
Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.
First content
Main content
Layout stability
Blocking time
Visual speed
Machine-readable files, crawler policy, discovery, and homepage markup.
ai.txt file was not found
1 sitemap found
Schema.org markup was not found on the homepage
7 OG tags found
Based on robots.txt analysis
Declared discovery routes for crawlers and agents.
Social preview metadata found on the homepage.
og:localeen_USog:typewebsiteog:titleEnterprise-grade governance, control, and observability for your APIs - Grafbaseog:descriptionGrafbase provides secure, self-hosted deployment options, unmatched query speed, and unified data access for reliable, enterprise-grade GraphQL API management.og:urlhttps://grafbase.comog:site_nameGrafbaseog:imagehttps://grafbase.com/preview.png# LLM Documentation for Grafbase Grafbase is the easiest way to manage large scale federated graphs and is the fastest GraphQL Gateway on the market. Compose your unified API from multiple data sources in just a few minutes with the Grafbase CLI. ## Docs - [Gateway - Installation](https://grafbase.com/docs/gateway/installation.md): How to install the Grafbase Gateway - [Gateway - Deployment - Docker](https://grafbase.com/docs/gateway/deployment/docker.md) - [Gateway - Deployment - Kubernetes](https://grafbase.com/docs/gateway/deployment/kubernetes.md) - [Gateway - Deployment - Lambda](https://grafbase.com/docs/gateway/deployment/lambda.md) - [Gateway - Deployment - Reliability](https://grafbase.com/docs/gateway/deployment/reliability.md): Grafbase Gateway Reliability - [Gateway - Extensions](https://grafbase.com/docs/gateway/extensions.md): Learn how to extend the functionality of the Grafbase Gateway with extensions. - [Gateway - Extensions - Specs - Grafbase directives & types for extensions](https://grafbase.com/docs/gateway/extensions/specs/grafbase-spec.md): Specification of all the grafbase directives and types available for extensions. - [Gateway - Extensions - Specs - Grafbase directives & types for extensions - v1.0](https://grafbase.com/docs/gateway/extensions/specs/grafbase-spec/v1.0.md) - [Gateway - Extensions - Specs - Grafbase directives & types for extensions - v2.0](https://grafbase.com/docs/gateway/extensions/specs/grafbase-spec/v2.0.md) - [Gateway - Extensions - Specs - Composite schemas with Grafbase](https://grafbase.com/docs/gateway/extensions/specs/composite-schemas-spec.md): Specification of all the supported composite schemas directives and their changes - [Gateway - Extensions - Specs - Composite schemas with Grafbase - v1.0](https://grafbase.com/docs/gateway/extensions/specs/composite-schemas-spec/v1.0.md) - [Gateway - Extensions - Composition](https://grafbase.com/docs/gateway/extensions/composition.md): How schema composition works with extensions - [Gateway - MCP](https://grafbase.com/docs/gateway/mcp.md): Learn how to configure Model Context Protocol server - [Gateway - Observability](https://grafbase.com/docs/gateway/observability.md): Learn about Grafbase Observability, a powerful tool to monitor gateway operations and errors through logs, traces, and metrics. - [Gateway - Performance - Automatic Persisted Queries](https://grafbase.com/docs/gateway/performance/automatic-persisted-queries.md): Learn how to use Automatic Persisted Queries to optimize your GraphQL requests. - [Gateway - Performance - Entity Caching](https://grafbase.com/docs/gateway/performance/entity-caching.md): Learn how to configure Entity Caching in the Grafbase Gateway. - [Gateway - Performance - Compression](https://grafbase.com/docs/gateway/performance/compression.md) - [Gateway - Security](https://grafbase.com/docs/gateway/security.md): Learn about the security features of Grafbase, the easiest way to secure federated GraphQL APIs. - [Gateway - Security - Trusted Documents](https://grafbase.com/docs/gateway/security/trusted-documents.md): Register an allow-list of GraphQL operations for security and performance - [Gateway - Security - Schema Contracts](https://grafbase.com/docs/gateway/security/schema-contracts.md): Define and enforce schema contracts for security - [Gateway - Security - Rate Limiting](https://grafbase.com/docs/gateway/security/rate-limiting.md): Learn how to configure rate limiting in Grafbase Gateway to protect your GraphQL APIs from abuse. - [Gateway - Security - Operation Limits](https://grafbase.com/docs/gateway/security/operation-limits.md): Protect your GraphQL API from attacks like complex and deeply nested queries that overload the server and/or database. - [Gateway - Security - Complexity control](https://grafbase.com/docs/gateway/security/complexity-control.md): Limit load on downstream servers by blocking overly complex queries - [Gateway - Security - Message Signatures](https://grafbase.com/docs/gateway/security/message-signatures.md): Securely sign subgraph HTTP requests using HTTP message signatures - [Gateway - Security - Authentication](https://grafbase.com/docs/gateway/security/authentication.md): Control access to your federated graph. - [Gateway - Security - Authorization](https://grafbase.com/docs/gateway/security/authorization.md): Control access to specific fields, objects and more in your federated graph. - [Gateway - Security - Access Logs](https://grafbase.com/docs/gateway/security/access-logs.md): Customize access logs for the Grafbase Gateway. - [Gateway - Security - Access Tokens](https://grafbase.com/docs/gateway/security/access-tokens.md): Personal Access Tokens grant access for the Grafbase CLI, Management API, and the Grafbase Gateway. - [Gateway - Arguments](https://grafbase.com/docs/gateway/arguments.md): Grafbase Gateway Command Line Arguments - [Gateway - Configuration - Authentication](https://grafbase.com/docs/gateway/configuration/authentication.md) - [Gateway - Configuration - Automatic Persisted Queries](https://grafbase.com/docs/gateway/configuration/automatic-persisted-queries.md): Automatic Persisted Queries reference configuration options. - [Gateway - Configuration - Complexity Control](https://grafbase.com/docs/gateway/configuration/complexity-control.md) - [Gateway - Configuration - Cross-Origin Resource Sharing](https://grafbase.com/docs/gateway/configuration/cross-origin-resource-sharing.md) - [Gateway - Configuration - Cross-Site Request Forgery Prevention](https://grafbase.com/docs/gateway/configuration/cross-site-request-forgery-prevention.md) - [Gateway - Configuration - Durations](https://grafbase.com/docs/gateway/configuration/durations.md) - [Gateway - Configuration - Entity Cache](https://grafbase.com/docs/gateway/configuration/entity-cache.md): Gateway configuration options - [Gateway - Configuration - Error Code Mapping](https://grafbase.com/docs/gateway/configuration/error-code-mapping.md) - [Gateway - Configuration - Extensions](https://grafbase.com/docs/gateway/configuration/extensions.md): Learn how to configure extensions in the Grafbase Gateway. - [Gateway - Configuration - Gateway](https://grafbase.com/docs/gateway/configuration/gateway.md): Configure the Grafbase Gateway - [Gateway - Configuration - Graph](https://grafbase.com/docs/gateway/configuration/graph.md) - [Gateway - Configuration - Headers](https://grafbase.com/docs/gateway/configuration/headers.md): Gateway configuration options - [Gateway - Configuration - Health Checks](https://grafbase.com/docs/gateway/configuration/health-checks.md) - [Gateway - Configuration - Hooks](https://grafbase.com/docs/gateway/configuration/hooks.md) - [Gateway - Configuration - MCP](https://grafbase.com/docs/gateway/configuration/mcp.md) - [Gateway - Configuration - Message Signatures](https://grafbase.com/docs/gateway/configuration/message-signatures.md): Configuration options for message signatures. - [Gateway - Configuration - Network](https://grafbase.com/docs/gateway/configuration/network.md) - [Gateway - Configuration - Operation Caching](https://grafbase.com/docs/gateway/configuration/operation-caching.md) - [Gateway - Configuration - Operation Limits](https://grafbase.com/docs/gateway/configuration/operation-limits.md): Gateway configuration options - [Gateway - Configuration - Rate Limits](https://grafbase.com/docs/gateway/configuration/rate-limits.md): Configure rate limiting - [Gateway - Configuration - Subgraph Configuration](https://grafbase.com/docs/gateway/configuration/subgraph-configuration.md): Configure settings per subgraph to add to or override global settings - [Gateway - Configuration - Telemetry](https://grafbase.com/docs/gateway/configuration/telemetry.md): Gateway configuration options - [Gateway - Configuration - Transport Layer Security](https://grafbase.com/docs/gateway/configuration/transport-layer-security.md) - [Gateway - Configuration - Trusted Documents](https://grafbase.com/docs/gateway/configuration/trusted-documents.md): Gateway configuration options - [Gateway - Configuration - Websockets](https://grafbase.com/docs/gateway/configuration/websockets.md) - [Gateway - Errors](https://grafbase.com/docs/gateway/errors.md): Gateway error codes and messages - [Gateway - Telemetry - Tracing Spans and Attributes](https://grafbase.com/docs/gateway/telemetry/tracing-attributes.md): Spans and Attributes for Gateway Tracing - [Gateway - Telemetry - Metrics and Attributes](https://grafbase.com/docs/gateway/telemetry/metrics-attributes.md): Metrics and Attributes for Grafbase Gateway - [Gateway - Telemetry - Sanitization](https://grafbase.com/docs/gateway/telemetry/sanitization.md): OpenTelemetry data is sanitized to avoid leaking any sensisitve data. - [Platform - API](https://grafbase.com/docs/platform/api.md): Manage projects using the Grafbase API. - [Platform - Schema Proposals](https://grafbase.com/docs/platform/schema-proposals.md): Learn about Grafbase Schema Proposals, a powerful tool to design, discuss, review and approve changes to subgraph schemas before they can be published. - [Platform - Schema Registry](https://grafbase.com/docs/platform/schema-registry.md): Learn about the Grafbase schema registry, a powerful tool for managing federated GraphQL APIs. - [Platform - Self-Hosting](https://grafbase.com/docs/platform/self-hosting.md): Self-hosted version of the Grafbase platform. - [Platform - Self-Hosting - Installation](https://grafbase.com/docs/platform/self-hosting/installation.md): Learn how to install the Grafbase Enterprise Platform, a powerful on-prem GraphQL Federation solution that provides complete control over your data and infrastructure. - [Platform - Self-Hosting - Charts - API](https://grafbase.com/docs/platform/self-hosting/charts/api.md) - [Platform - Self-Hosting - Charts - Dashboard](https://grafbase.com/docs/platform/self-hosting/charts/dashboard.md) - [Platform - Self-Hosting - Charts - Telemetry Sink](https://grafbase.com/docs/platform/self-hosting/charts/telemetry-sink.md) - [Platform - Self-Hosting - Charts - OpenTelemetry Collector](https://grafbase.com/docs/platform/self-hosting/charts/otel-collector.md) - [Platform - Self-Hosting - Charts - Zitadel](https://grafbase.com/docs/platform/self-hosting/charts/zitadel.md) - [Platform - Self-Hosting - Charts - Postgres](https://grafbase.com/docs/platform/self-hosting/charts/postgres.md) - [Platform - Self-Hosting - Charts - ClickHouse](https://grafbase.com/docs/platform/self-hosting/charts/clickhouse.md) - [Platform - Self-Hosting - Charts - Minio](https://grafbase.com/docs/platform/self-hosting/charts/minio.md) - [Platform - Self-Hosting - Charts - Kafka](https://grafbase.com/docs/platform/self-hosting/charts/kafka.md) - [Platform - Self-Hosting - Single sign on with OpenID Connect](https://grafbase.com/docs/platform/self-hosting/single-sign-on.md): Set up Enterprise Platform authentication directly with your identity provider - [Platform - Self-Hosting - Observability](https://grafbase.com/docs/platform/self-hosting/observability.md): Overview of the OpenTelemetry based telemetry exposed by the Grafbase Enterprise Platform. - [Platform - Self-Hosting - Release notes - v0.10.0](https://grafbase.com/docs/platform/self-hosting/release-notes/0.10.0.md) - [Platform - Self-Hosting - Release notes - v0.9.0](https://grafbase.com/docs/platform/self-hosting/release-notes/0.9.0.md) - [Platform - Self-Hosting - Release notes - v0.8.10](https://grafbase.com/docs/platform/self-hosting/release-notes/0.8.10.md) - [Platform - Self-Hosting - Release notes - v0.8.9](https://grafbase.com/docs/platform/self-hosting/release-notes/0.8.9.md) - [Platform - Self-Hosting - Release notes - v0.8.8](https://grafbase.com/docs/platform/self-hosting/release-notes/0.8.8.md) - [Platform - Self-Hosting - Release notes - v0.8.7](https://grafbase.com/docs/platform/self-hosting/release-notes/0.8.7.md) - [Platform - Self-Hosting - Release notes - v0.8.6](https://grafbase.com/docs/platform/self-hosting/release-notes/0.8.6.md) - [Platform - Self-Hosting - Release notes - v0.8.5](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.8.5.md) - [Platform - Self-Hosting - Release notes - v0.8.4](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.8.4.md) - [Platform - Self-Hosting - Release notes - v0.8.3](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.8.3.md) - [Platform - Self-Hosting - Release notes - v0.8.0](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.8.0.md) - [Platform - Self-Hosting - Release notes - v0.7.0](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.7.0.md) - [Platform - Self-Hosting - Release notes - v0.6.6](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.6.6.md) - [Platform - Self-Hosting - Release notes - v0.6.5](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.6.5.md) - [Platform - Self-Hosting - Release notes - v0.6.4](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.6.4.md) - [Platform - Self-Hosting - Release notes - v0.6.3](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.6.3.md) - [Platform - Self-Hosting - Release notes - v0.6.2](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.6.2.md) - [Platform - Self-Hosting - Release notes - v0.6.1](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.6.1.md) - [Platform - Self-Hosting - Release notes - v0.6.0](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.6.0.md) - [Platform - Self-Hosting - Release notes - v0.5.2](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.5.2.md) - [Platform - Self-Hosting - Release notes - v0.4.2](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.4.2.md) - [Platform - Self-Hosting - Release notes - v0.4.1](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.4.1.md) - [Platform - Self-Hosting - Release notes - v0.4.0](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.4.0.md) - [Platform - Self-Hosting - Release notes - v0.3.0](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.3.0.md) - [Platform - Self-Hosting - Release notes - v0.2.1](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.2.1.md) - [Platform - Self-Hosting - Release notes - v0.1.2](https://grafbase.com/docs/platform/self-hosting/release-notes/v0.1.2.md) - [Platform - Self-Hosting - CLI](https://grafbase.com/docs/platform/self-hosting/cli.md): Using the Grafbase CLI with your own self-hosted Grafbase Enterprise Platform. - [Platform - Grafbase Remote MCP](https://grafbase.com/docs/platform/grafbase-remote-mcp.md): Learn about the remote Grafbase MCP server. - [Platform - Audit Logs](https://grafbase.com/docs/platform/audit-logs.md): Audit logs help you track and analyze your organization member's activitiy. - [Platform - Schema Checks](https://grafbase.com/docs/platform/schema-checks.md): Learn about the Grafbase schema checks, a powerful tool to avoid breaking changes to your GraphQL schema. - [Platform - Schema Checks - Breaking change approvals](https://grafbase.com/docs/platform/schema-checks/breaking-change-approvals.md): Learn how to combine operation checks with schema proposals for breaking change management - [CLI - Installation](https://grafbase.com/docs/cli/installation.md): Learn how to install the Grafbase CLI. - [CLI - Commands - branch](https://grafbase.com/docs/cli/commands/branch.md) - [CLI - Commands - check](https://grafbase.com/docs/cli/commands/check.md) - [CLI - Commands - completions](https://grafbase.com/docs/cli/commands/completions.md) - [CLI - Commands - compose](https://grafbase.com/docs/cli/commands/compose.md) - [CLI - Commands - create](https://grafbase.com/docs/cli/commands/create.md) - [CLI - Commands - mcp](https://grafbase.com/docs/cli/commands/mcp.md) - [CLI - Commands - dev](https://grafbase.com/docs/cli/commands/dev.md) - [CLI - Commands - extension](https://grafbase.com/docs/cli/commands/extension.md) - [CLI - Commands - introspect](https://grafbase.com/docs/cli/commands/introspect.md) - [CLI - Commands - lint](https://grafbase.com/docs/cli/commands/lint.md) - [CLI - Commands - login](https://grafbase.com/docs/cli/commands/login.md) - [CLI - Commands - logout](https://grafbase.com/docs/cli/commands/logout.md) - [CLI - Commands - publish](https://grafbase.com/docs/cli/commands/publish.md) - [CLI - Commands - schema](https://grafbase.com/docs/cli/commands/schema.md) - [CLI - Commands - schema-proposal](https://grafbase.com/docs/cli/commands/schema-proposal.md) - [CLI - Commands - subgraph](https://grafbase.com/docs/cli/commands/subgraphs.md) - [CLI - Commands - trust](https://grafbase.com/docs/cli/commands/trust.md) - [Federation - Overview](https://grafbase.com/docs/federation/overview.md): Learn about the GraphQL Federation feature of Grafbase, the easiest way to manage large scale federated graphs. - [Federation - Directives](https://grafbase.com/docs/federation/graphql-directives.md): Learn how to use GraphQL directives to control access and composition in your federated graph. ## Blog - [A complete GraphQL Federation stack: What you need (and what you don't)](https://grafbase.com/blog/a-complete-graphql-federation-stack-what-you-need): Learn what components are essential for a production-ready GraphQL Federation stack and how Grafbase simplifies federation with virtual subgraphs, removing the need for dedicated GraphQL services while maintaining all the benefits. - [Announcing $7.3m to build the GraphQL platform of the future](https://grafbase.com/blog/announcing-7-3m-funding): We're excited to announce Grafbase raised $7.3m in funding to build the best developer platform to build and deploy GraphQL APIs. - [Introducing Grafbase Enterprise Platform](https://grafbase.com/changelog/announcing-grafbase-enterprise-platform): Run the whole Grafbase platform on your own infrastructure. - [Announcing the Grafbase remote MCP server](https://grafbase.com/changelog/announcing-grafbase-remote-mcp): Interact with the Grafbase API from any MCP-enabled AI application with the Grafbase Remote MCP. Built with the same Gateway built-in MCP you can use for your own GraphQL API. - [Announcing OAuth 2.1 support in the Grafbase MCP server](https://grafbase.com/changelog/announcing-mcp-oauth): Introducing full OAuth support in the MCP server, enabling secure authentication and authorization for your applications. - [Announcing Schema Contracts](https://grafbase.com/changelog/announcing-schema-contracts): Define and enforce specific schema subsets for enhanced security and control - [Announcing Schema Proposals](https://grafbase.com/changelog/announcing-schema-proposals): Propose, discuss, and approve schema changes - [Federating AWS AppSync GraphQL APIs](https://grafbase.com/blog/appsync-tutorial): Use AWS AppSync subgraphs in your federated graph and join data from other services. - [Automatic Persisted Queries](https://grafbase.com/changelog/automatic-persisted-queries): Reduce request payload size to improve performance - [Batching](https://grafbase.com/changelog/batching): Combine multiple GraphQL requests into one - [Benchmarking Grafbase vs Apollo vs Cosmo vs Mesh](https://grafbase.com/blog/benchmarking-grafbase-vs-apollo-vs-cosmo-vs-mesh): Benchmarking GraphQL Federation gateways - [Benchmarking GraphQL Federation Gateways - September 2025 Edition](https://grafbase.com/blog/benchmarking-graphql-federation-gateways): Performance analysis of GraphQL Federation gateways across real-world scenarios - [Beyond Apollo Federation - How to use Composite Schemas and Extensions to integrate non-GraphQL data sources](https://grafbase.com/blog/beyond-apollo-federation-how-to-use-composite-schemas-and-extensions-to-integrate-non-graphql-data-sources): Integrate non-GraphQL data sources like REST APIs and gRPC services with Composite Schemas as Grafbase Extensions - [Breaking Change Approvals](https://grafbase.com/changelog/breaking-change-approvals): Combine schema proposals with operation checks for fine-grained breaking change management - [Building for speed: How GraphQL Federation enables high-velocity teams](https://grafbase.com/blog/building-for-speed-how-graphql-federation-enables-high-velocity-teams): Learn how GraphQL Federation removes team coordination bottlenecks, enabling faster delivery by decentralizing schema ownership while maintaining a unified API. Discover how this approach increases team autonomy and accelerates product development. - [Graph management improvements to the Grafbase CLI](https://grafbase.com/changelog/cli-branch-and-environment-management): Easier ways to manage graphs from CI based workflows and your terminal - [Customize your GraphQL Federation authentication and authorization with Grafbase Extensions](https://grafbase.com/blog/custom-authentication-and-authorization-in-graphql-federation): Learn how to setup and configure custom authentication and/or authorization with extensions to integrate with any authentication provider, configure field-level authorization and more in GraphQL Federation. - [Extend REST and gRPC APIs with GraphQL using Grafbase](https://grafbase.com/blog/extend-rest-and-grpc-apis-with-graphql-using-grafbase): Learn how to expose gRPC and REST services as GraphQL subgraphs using Grafbase without rewriting or proxying your existing systems. - [Grafbase Extensions now power federated GraphQL APIs with Kafka](https://grafbase.com/changelog/federated-graphql-apis-with-kafka): Integrate Apache Kafka directly into your federated GraphQL API with zero infrastructure management - no subgraphs, no manual stitching, and no extra services required. - [Grafbase Extensions now power Federated GraphQL APIs with Postgres](https://grafbase.com/changelog/federated-graphql-apis-with-postgres): Integrate PostgreSQL databases directly into your federated GraphQL API with zero infrastructure management - no subgraphs, no manual stitching, and no extra services required. - [Announcing support for GraphQL Subscriptions](https://grafbase.com/changelog/federated-subscriptions): Build your real-time applications with GraphQL Federation - [Getting started with Rust and WebAssembly](https://grafbase.com/blog/getting-started-with-rust-and-webassembly): Learn to compile Rust to WebAssembly for use in the browser, Node.js and Deno - [Grafbase achieves SOC 2 Type II compliance](https://grafbase.com/blog/grafbase-achieves-soc-2-type-ii-compliance): We’re pleased to announce that Grafbase has successfully achieved SOC 2 Type II compliance, an important milestone in our ongoing commitment to trust, security, and operational excellence. - [Grafbase joins the GraphQL Foundation](https://grafbase.com/blog/grafbase-joins-the-graphql-foundation): Grafbase officially becomes a member of the GraphQL Foundation to support the evolution of GraphQL. - [Introducing the Grafbase Lambda Gateway](https://grafbase.com/changelog/grafbase-lambda-gateway): Self-host the Grafbase Gateway in AWS Lambda platform - [Introducing graphql-lint and gqlint](https://grafbase.com/changelog/graphql-lint): A Rust based GraphQL linter crate and CLI - [Integrate gRPC services into your GraphQL API declaratively](https://grafbase.com/changelog/grpc-extension): Integrate gRPC services into your federated graphs without coding. - [How commercetools uses Grafbase to support multi-tenancy, feature flagging, and AI innovation](https://grafbase.com/blog/how-commercetools-uses-grafbase-to-support-multi-tenancy-feature-flagging-and-ai-innovation): Learn how commercetools leverages Grafbase Extensions and MCP server to implement multi-tenant GraphQL Federation, feature flagging, and AI-powered developer experiences at enterprise scale. - [How we built the Grafbase local development experience in Rust](https://grafbase.com/blog/how-we-built-the-grafbase-cli-in-rust): Learn how we built a high performance CLI with Rust, WebAssembly and SQLite. - [Introducing Audit Logs](https://grafbase.com/changelog/introducing-audit-logs): Track and analyze organization activity with comprehensive audit logging - [Introducing Complexity Control](https://grafbase.com/changelog/introducing-complexity-control): Limit load on downstream servers by blocking overly complex operations - [Introducing Custom Checks](https://grafbase.com/changelog/introducing-custom-checks): Add your own business logic to Schema Checks - [Customize and enhance your GraphQL APIs with Grafbase Extensions](https://grafbase.com/blog/introducing-grafbase-extensions): Federate any API or database without subgraphs. - [Introducing Grafbase Gateway WebAssembly Hooks](https://grafbase.com/blog/introducing-grafbase-gateway-webassembly-hooks): How to customize the behavior of your GraphQL federation gateway - [Introducing the Grafbase Gateway Hooks Rust SDK](https://grafbase.com/changelog/introducing-grafbase-hooks-sdk): A Rust SDK for creating custom hooks for the Grafbase Gateway. - [Introducing MCP support in Grafbase - The first GraphQL platform with native AI integration](https://grafbase.com/changelog/introducing-mcp): We’re excited to announce support for Model Context Protocol, marking a major step forward in how developers and AI agents interact with GraphQL APIs. - [Introducing Nexus - the Open-Source AI Router to aggregate, govern, and secure your AI stack](https://grafbase.com/blog/introducing-nexus-the-open-source-ai-router): Route MCP servers and LLMs through a unified endpoint. - [Introducing realtime GraphQL analytics](https://grafbase.com/changelog/introducing-realtime-graphql-analytics): Analytics now available for every project, with zero configuration - [Full visibility into federated graphs with Tracing](https://grafbase.com/changelog/introducing-tracing): Introducing real-time observability into your GraphQL API with Grafbase Tracing. - [Introducing Trusted Documents](https://grafbase.com/changelog/introducing-trusted-documents): Forbid unwanted GraphQL queries using an allow-list - [The Lifecycle of a Federated GraphQL API, from Chaos to Coherence](https://grafbase.com/blog/lifecycle-of-a-federated-graphql-api): The Lifecycle of a Federated GraphQL API, from Chaos to Coherence - [Solving context explosion in GraphQL MCP servers](https://grafbase.com/blog/managing-mcp-context-graphql): Expose complex GraphQL APIs without bloating the context with the full schema - [Introducing Message Signatures](https://grafbase.com/changelog/message-signatures): Enforce subgraph request integrity using HTTP message signatures - [Native Single Sign-On in the Enterprise Platform](https://grafbase.com/changelog/native-sso-in-the-enterprise-platform): Introducing native OpenID Connect based Single Sign-On support in Grafbase Enterprise Platform for seamless authentication across your organization. - [Enhance Your GraphQL Federation API with NATS Subscriptions using Grafbase](https://grafbase.com/blog/nats-subscriptions-in-grafbase-gateway): Learn how to publish and subscribe to NATS subjects directly from your federated GraphQL API with Grafbase's NATS extension. Enhance your GraphQL Federation capabilities with seamless integration and powerful features. - [Introducing Operation Analytics](https://grafbase.com/changelog/operation-analytics): Real-time insights into your GraphQL operations. - [Operation Limits](https://grafbase.com/changelog/operation-limits): Protect your GraphQL API from attacks like complex and deeply nested queries. - [Modernizing GraphQL at scale: How Pantheon implemented secure, scalable federation with Grafbase](https://grafbase.com/blog/pantheon): How Pantheon unified their web operations and accelerated development with Grafbase Federation. - [Announcing Rate Limiting](https://grafbase.com/changelog/rate-limiting): Protect GraphQL APIs with Grafbase Rate Limiting. - [Introducing local composition using the Grafbase CLI](https://grafbase.com/changelog/releasing-grafbase-compose): Compose your subgraphs into a federated GraphQL schema locally - [Announcing three open source Rust crates for the GraphQL ecosystem](https://grafbase.com/blog/rust-graphql-crates-open-source): Announcing open source Rust crates for validating, diffing and composing GraphQL schemas. - [Introducing Schema Checks](https://grafbase.com/changelog/schema-checks): Evolve your GraphQL schema with confidence. - [Introducing Schema Registry](https://grafbase.com/changelog/schema-registry): Version control for your GraphQL schemas. - [Seamless gRPC to GraphQL Federation with Grafbase Extensions and the Composite Schemas spec](https://grafbase.com/blog/seamless-grpc-subgraphs-with-extensions-and-composite-schemas): Learn how to seamlessly expose gRPC services as a federated GraphQL API using Grafbase Extensions and Composite Schemas for a unified API experience. Declaratively orchestrate and join calls to your existing gRPC services. Adoption is easy, without new infrastructure or code. - [Security considerations in GraphQL Federation](https://grafbase.com/blog/security-considerations-in-graphql-federation): Learn how to secure GraphQL Federation architectures with best practices for authentication, authorization, schema design, and query protection. Discover how Grafbase simplifies federation security. - [Self-host Grafbase](https://grafbase.com/changelog/self-host): The Grafbase Gateway can now be deployed to your own infrastructure. - [What are MCP Servers and how does Grafbase support them?](https://grafbase.com/blog/what-are-mcp-servers): Learn how MCP servers enable AI models to access real-time data directly through GraphQL APIs, and discover how Grafbase enables scalable MCP-ready architectures. - [What is GraphQL Federation? A practical guide for modern APIs](https://grafbase.com/blog/what-is-graphql-federation-practical-guide): GraphQL Federation enables you to build modular, scalable APIs by composing multiple GraphQL services into a single endpoint. Learn how it works and how Grafbase makes federation simple. - [Why GraphQL is eating the API world](https://grafbase.com/blog/why-graphql-is-eating-the-api-world): Why GraphQL is eating the API world - [Why self-host Grafbase? Benefits of deploying the Grafbase Enterprise Platform in your own environment](https://grafbase.com/blog/why-self-host-grafbase): Explore the benefits of self-hosting Grafbase Enterprise Platform for data residency compliance, infrastructure control, security integration, and deployment flexibility. Learn when self-hosting makes sense for your organization versus using the managed service.