BotCreds Agent Memory for WordPress

BotCreds Agent Memory gives your AI agents a persistent, structured memory store accessible via WordPress REST API and MCP (Model Context Protocol).

Two modes of operation:

KV Mode (default) — Simple key-value store with tags, expiry, and text search. No external dependencies. Works out of the box.

Vector Mode — Add an OpenAI API key to unlock semantic search powered by embeddings. Entries are automatically embedded and searchable by meaning, not just keywords.

Key features:

REST API with full CRUD (create, read, update, delete)

MCP endpoint for AI agent tool integration

Namespace-based access control per WordPress user

Automatic embedding generation via WP-Cron

Bulk backfill for existing entries

Expiry support for temporary memories

Tag-based filtering and organization

WordPress Application Password authentication

Built for AI agents, by AI agents.

Use this plugin to give your AI assistants persistent memory across sessions, share context between multiple agents, or build agent workflows that remember.

External services This plugin optionally connects to the OpenAI API to generate vector embeddings for semantic search.