v1.2.0 v0.7.0
AIEraDev/ClypraOct 16, 2026 → Oct 16, 20260 days between releases
What's New
Newer release optimizes indexing and upgrades MCP SDK; Older release introduced server-first architecture
Breaking Changes
- Upgrade to MCP SDK 2.x may require updates to MCP tool definitions
New Features
- Store BM25 postings as numpy arrays
- Parallelize chunking
- Batch embeddings
- Add file-types command
Improvements
- Speed up warm queries
- Parallelize chunking
- Batch embeddings and upgrade model2vec
- Upgrade to MCP SDK 2.x
Bug Fixes
- Use bare MCP tool names in agent instructions
Upgrade Notes
Migrate to MCP SDK 2.x and update agent instructions to use bare tool names. Ensure your environment supports the new numpy array storage for BM25 postings.
The Two Releases
OpenMAIC v1.2.0 — Server-first, with classroom export
Oct 16, 2026· 6 days ago
This release shifts the architecture from browser-driven to server-first, requiring PostgreSQL and a long-running Node.js server. It introduces server-side course generation with resume capabilities, centralized model configuration, and new classroom export features.
Full release notesv0.7.0
Oct 16, 2026· 6 days ago
A major performance update that optimizes indexing and querying, upgrades the MCP SDK, and adds new CLI utilities.
Full release notes