A directory of services AI agents can actually use — APIs, tools and merchants with machine-readable interfaces and agent payment protocols. Badges are probe-backed, never self-asserted.
Models
Serverless and dedicated inference for open models, plus a hosted MCP endpoint over Hub tools
Search
Turn any URL into clean, LLM-ready markdown with a single prefixed request
Observability
Open-source LLM and agent observability — traces, evals, prompt management, and cost tracking
Platforms
Hosted runtime for stateful agent graphs with persistence, streaming, and human-in-the-loop
Observability
Tracing, evals, and prompt management with the deepest LangChain and LangGraph integration
Memory
Stateful agent runtime where memory is the agent — self-editing core memory, archival recall, and a REST API
Platforms
Issue tracking and project data over GraphQL and a remote MCP server agents can drive
Models
Open-source proxy and SDK exposing 100+ model providers behind one OpenAI-compatible API
Messaging
Open-source realtime media infrastructure with the Agents framework, SIP, and phone numbers
Payments
Open HTTP payment standard from Stripe and Tempo covering one-shot, recurring, and streaming agent payments across cards, stablecoins, and Lightning
Memory
Managed memory layer that extracts, dedupes, and retrieves long-term memories per user, agent, or session
Compute
Serverless GPU and CPU compute defined in Python, with sandboxes and pay-per-second MPP billing
Platforms
Open-source workflow automation with a public API, webhook triggers, and MCP nodes
Memory
Serverless Postgres with instant branching, autoscaling, and a remote MCP server
Search
Search and deep-research APIs built for agents, with tiered latency and citation-grade results
Memory
Managed vector database with serverless indexes, integrated embedding, and an assistant MCP server
Platforms
Managed auth and 2,500+ app APIs agents can call directly, plus MCP servers per app
Memory
Open-source vector search engine with managed cloud and an official MCP server
Messaging
Email API for developers with React Email, batch sending, and an official MCP server
Observability
Error and performance monitoring with AI agent tracing, plus a remote MCP server
Same query as JSON: /api/v1/services?has_mcp=true&page=2