APIs, tools and merchants AI agents can actually use. Every badge is probe-backed, never self-asserted.
Marketplace of thousands of scraping and automation Actors, exposed over API and a remote MCP server
OpenTelemetry-native, open-source tracing and evaluation for LLM and agent applications
Eval-first platform — datasets, scorers, CI gating, and logging for agent changes
Independent web index with news, images, and AI-grounding endpoints
Cloud browser infrastructure for agents, with Stagehand, session recording, and pay-per-session MPP billing
Open-source embedding database with Chroma Cloud and an official MCP server
Framework for durable agents on Workers, with built-in payment support across x402 and the Visa and Mastercard agent schemes
Edge compute with Durable Objects, Agents SDK, containers, and x402 payment support
Run models at the edge from Workers, with an OpenAI-compatible endpoint and AI Gateway
Open-source memory engine that builds a queryable knowledge graph from documents, code, and conversations
Managed auth plus hundreds of app integrations, exposed to agents through the Rube MCP server
Up-to-date library and framework documentation served to coding agents over MCP
Sandboxes for AI agents with sub-100ms creation, snapshots, and a declarative image builder
Secure code-execution sandboxes for agents, with persistent filesystems and sub-second starts
Text-to-speech, voice cloning, dubbing, and an official MCP server over the audio platform
Neural web search, contents, and research endpoints for agents, with a hosted MCP server
Scrape, crawl, map, and search the web into clean markdown or JSON, with a hosted MCP server
Serverless and dedicated inference for open models, plus a hosted MCP endpoint over Hub tools
Open-source LLM and agent observability — traces, evals, prompt management, and cost tracking
Hosted runtime for stateful agent graphs with persistence, streaming, and human-in-the-loop
Same query as JSON: /api/v1/services?has_mcp=true&auth_method=api-keyAdd to Claude Code:claude mcp add botfriendly …