AgentIndex icon
AgentIndex
iai-mcp logo
iai-mcp
★ 911
vs
better-code-review-graph logo
better-code-review-graph
★ 76

iai-mcp vs better-code-review-graph

iai-mcp: IAI-MCP is a local memory layer for MCP-compatible AI assistants. It captures every conversation turn verbatim, organizes them over time, and serves relevant memories at the start of new sessions. All data is encrypted locally with AES-256-GCM and never leaves your machine.; better-code-review-graph: A fork of code-review-graph with critical bug fixes, configurable ONNX or cloud embeddings, and qualified call resolution. Parses codebases with Tree-sitter, builds a structural graph, and provides token-optimized context for AI-assisted code reviews.

01

TL;DR

iai-mcp logo
iai-mcpRAG / Knowledge Base · ★ 911

Provide long-term memory for Claude Code, Codex CLI, and other MCP assistants

Read iai-mcp full review →
better-code-review-graph logo
better-code-review-graphRAG / Knowledge Base · ★ 76

Generate token-optimized code review context with structural summary and source snippets

Read better-code-review-graph full review →
02

Side-by-Side Comparison

Field
iai-mcp logoiai-mcp
better-code-review-graph logobetter-code-review-graph
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 911
★ 76
License
MIT
MIT
Install Command
git clone https://github.com/CodeAbra/iai-mcp.git && cd iai-mcp && bash scripts/install.sh
pip install better-code-review-graph
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-agents, ai-memory, claude
ai-agents, ai-coding, antigravity
03

Features

iai-mcp logoiai-mcp
01Ambient capture of all conversation turns with timestamps and metadata
02Automatic recall of relevant memories at session start
03Fully local, no telemetry or cloud dependency
04Encrypted at rest with AES-256-GCM
05Verbatim recall >=99% at 10k episodes
better-code-review-graph logobetter-code-review-graph
01Fixed multi-word search with AND-logic word splitting
02Qualified name resolution for callers/callees with bare fallback
03Configurable embeddings: local ONNX (200 MB) or cloud (Qwen3)
04Paginated output with max_results and truncated flag
056 integrated tools: graph, query, review, config, setup, help
04

Use Cases

iai-mcp logoiai-mcp
↳Provide long-term memory for Claude Code, Codex CLI, and other MCP assistants
↳Eliminate the need to repeat context across sessions
↳Personalize AI assistant behavior over time based on past interactions
better-code-review-graph logobetter-code-review-graph
↳Generate token-optimized code review context with structural summary and source snippets
↳Analyze blast radius of changed files via git diff
↳Search code entities by name/keyword or semantic similarity
05

Best For

iai-mcp logoiai-mcp
Trending
better-code-review-graph logobetter-code-review-graph
—
FAQ

FAQ

What is the difference between iai-mcp and better-code-review-graph?
Both iai-mcp and better-code-review-graph are in the RAG / Knowledge Base category. iai-mcp has 911 stars, while better-code-review-graph has 76 stars.
Which is better, iai-mcp or better-code-review-graph?
The best choice depends on your use case. Choose iai-mcp if Provide long-term memory for Claude Code, Codex CLI, and other MCP assistants, and better-code-review-graph if Generate token-optimized code review context with structural summary and source snippets.
Is iai-mcp free or open source?
Yes, iai-mcp is open source on GitHub (MIT).
Is better-code-review-graph free or open source?
Yes, better-code-review-graph is open source on GitHub (MIT).
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