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.

Service: OpenAI Embeddings API (https://api.openai.com/v1/embeddings)
When it is used: Only when an OpenAI API key is configured in the plugin settings. Without a key, the plugin operates in KV-only mode and makes no external requests.
What is sent: The text content of memory entries you explicitly write or update.
OpenAI Terms of Use: https://openai.com/policies/terms-of-use
OpenAI Privacy Policy: https://openai.com/policies/privacy-policy