Connect your Enterprise AI Stack

GA

Run Apify Actors and the RAG Web Browser so agents can scrape, crawl, and extract structured data from the web.

GA

Ground agents in AWS documentation, API references, best practices, and regional availability — public and read-only.

GA

AWS's official fully-managed remote MCP server (GA, May 2026). Gives AI agents secure, IAM-authenticated access to all AWS services — read and act across 15,000+ APIs via aws___call_aws, plus AWS docu

GA

Query uptime monitors, incidents, and log data so an agent can surface reliability status and troubleshoot outages.

GA

Manage Cloudflare — DNS, Workers, Zero Trust, observability, and more — across 2,500+ API endpoints via a search-and-execute agent surface.

GA

Pull current, version-accurate library and framework documentation into an agent's context for reliable AI-assisted coding.

Beta

Observability platform for logs, metrics, traces, monitors, incidents, security signals, and synthetic tests.

GA

Ask questions and read AI-generated documentation for any public GitHub repository, no setup required.

GA

Development platform for version control, collaboration, and CI/CD workflows.

GA

Manage repositories, merge requests, CI/CD pipelines, and issues across your GitLab DevOps platform from an AI agent.

GA

Turn any GitHub repository into a live documentation and code-context source for grounded, hallucination-free answers.

GA

Manage AlloyDB for PostgreSQL and run SQL, DDL, and vector-similarity search — governed by Cloud IAM.

GA

Manage the Cloud Bigtable control plane: create and list instances and tables — governed by Cloud IAM.

GA

Read, write, and query Firestore documents and manage databases/indexes — governed by Cloud IAM.

GA

Manage Cloud Spanner instances and databases and run multi-model (SQL + graph GQL) queries — governed by Cloud IAM.

Beta

Natural-language database operations on Cloud SQL (PostgreSQL/MySQL/SQL Server): run SQL, manage instances, users, and backups.

Beta

Manage Microsoft Foundry AI resources — agents, evaluations, model catalog/deployments, and connections — via Entra ID.

GA

Semantic search over official Microsoft/Azure docs and code samples — public and read-only.

GA

Triage incidents, review on-call schedules, and coordinate response so an agent can accelerate outage handling.

Beta

Headless Salesforce org admin & integration via a discover/describe/dispatch meta-tool surface — users, Apex deploy, platform events, CDC, named credentials — governed by the org security model.

GA

Error tracking and performance monitoring with AI-powered root cause analysis, issue search, replays, profiles, and event analytics.

GA

Open source Firebase alternative with Postgres database, auth, edge functions, and real-time subscriptions.

GA

Inspect deployments, projects, and domains so an agent can monitor and manage your frontend cloud infrastructure.