"memory" matching MCP servers:

Enables browser automation and API testing for AI agents using Playwright and Chrome DevTools Protocol, with numbered element references, Set-of-Mark screenshots, flow recording/replay, element memory, captcha handoff, and HTTP API test suites.

Enables autonomous agents and CI pipelines to execute declarative multi-step REST API workflows in a single tool call, with in-memory variable chaining, assertions, and built-in SSRF protection.

Enables AI assistants to interact with the Onboarded platform through automatic API discovery and execution, with entity memory persistence and optional source code access from local repositories.

Enables AI agents to turn raw cURL or JSON into strict TypeScript, Zod, OpenAI, and Claude tool schemas, then validate them with in-memory chaos fuzzing and dynamically register ready-to-use tools.

This server enables AI agents using MCP to test round-trip communication, roll dice, store and recall in-memory values, verify caller identity via authenticated headers, and make authenticated outbound calls to a backend on behalf of the verified user.