Vercel AI SDK
@wolbarg/vercel-ai
Automatic recall into the system prompt and remember after generations with the AI SDK.
Connectors
Use Wolbarg Workspace for coding agents (Cursor, Claude Code, Codex). Use AI SDK adapters when you are building a custom agent.
Coding agents
Shared project truth for Cursor, Claude Code, and Codex. One CLI installs MCP + host rules — no hand-edited JSON.
@wolbarg/workspace
Shared, reconciled project truth for Cursor, Claude Code, and Codex. Agents stop re-explaining the codebase every session.
$ npx @wolbarg/workspace initWhat you get
Shared across hosts
Cursor, Claude Code, and Codex read and write the same project truth.
Reconciled, not appended
Updates replace stale facts instead of piling up notes.
Evidence-backed
Decisions and discoveries stay tied to files, tests, and docs.
One CLI
init, connect, doctor, status, review — no hand-edited MCP JSON.
Connect with connect cursor, connect claude, or connect codex.
Cursor
npx @wolbarg/workspace connect cursor
Claude Code
npx @wolbarg/workspace connect claude
Codex
npx @wolbarg/workspace connect codex
Custom agents
Thin adapters for popular agent frameworks. Your stack runs; Wolbarg owns durable shared memory.
@wolbarg/vercel-ai
Automatic recall into the system prompt and remember after generations with the AI SDK.
@wolbarg/openai
Wire Wolbarg shared memory into OpenAI Agents as persist / recall tools.
@wolbarg/langchain
Shared semantic memory as a LangChain store and agent tools.
@wolbarg/llamaindex
Drop Wolbarg into createMemory({ memoryBlocks }) as a long-term memory block.
@wolbarg/mastra
Use Wolbarg as the durable shared memory backend inside Mastra.
Start with Workspace for coding agents, or the SDK Quick Start if you are wiring memory into a custom agent loop.