CodeAbra/iai-mcp

v2.3.0 Feature

This release adds 1 notable feature for engineering teams evaluating rollout.

Published 13d MCP Developer Tools

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Topics

agent-memory ai-memory claude claude-code codex cursor

+14 more

encrypted episodic-memory gemini llm-memory local-first long-term-memory mcp mcp-memory mcp-server model-context-protocol persistent-memory rag-alternative sqlite vector-db

Summary

AI summary

Pluggable embedding provider (opt-in) enables custom local models while retaining default English BGE.

Changes in this release

Type	Severity	Summary	CVE
Feature	Low	Adds pluggable embedding provider (opt-in). Adds pluggable embedding provider (opt-in). Source: llm_adapter@2026-07-14 Confidence: high	—
Performance	Low	Keeps native BGE as zero-config default with unchanged weight and speed. Keeps native BGE as zero-config default with unchanged weight and speed. Source: granite4.1:30b@2026-07-14-audit Confidence: low	—
Refactor	Low	Allows pointing iai at custom local embedding model via loopback HTTP service. Allows pointing iai at custom local embedding model via loopback HTTP service. Source: granite4.1:30b@2026-07-14-audit Confidence: low	—

Full changelog

Added

Pluggable embedding provider (opt-in). Point iai at your own local embedding model over a loopback HTTP service instead of the built-in English BGE, enabling multilingual or domain-specific recall. The native BGE stays the zero-config default with unchanged weight and speed; the provider is strictly opt-in, loopback-only (127.0.0.1), with strict response validation and a resumable, zero-failure re-embedding migration. See docs/EMBEDDERS.md. Contributed by @Marsu6996.

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Earlier breaking changes

v1.0.0 Removes previous embedded vector database, PyTorch embedding stack, and third‑party GPL/graph libraries.
v0.4.0 Hook log marker format changed from 'cache-hit fresh' to 'cache-hit age='
v0.4.0 Deferred-capture retry replaces old rename-once-and-skip behavior
v0.4.0 Removed 24-hour staleness cap from session-recall hook
v0.2.0 IAI_MCP_EMBED_QUANTIZE accepts only int8 (lowercase) or unset; other values crash daemon at startup.