iai-mcp

ai-agent🔥 Trending

The best-benchmarked open-source memory system for AI coding assistants

Stars

347

Δ stars 7d

+20

Δ stars 30d

Forks

45

Contributors

4

npm DL / wk

PyPI DL / wk

Language

Python

Last push

2026-07-18

About iai-mcp

The best open-source personal memory engine for AI coding assistants. Every claim ships with the harness that proves it. Run the benchmarks yourself. A local server that speaks the MCP protocol and gives Claude, and any other MCP-compatible assistant, a long-term memory. It captures every turn of every session verbatim, organizes those captures over time into a personal map of who you are, and serves a small slice of relevant memory back at the start of each new conversation. You never have to say *"remember this"* or *"what did we say last…

Read the full README on GitHub →

Why iai-mcp is trending

Growth score: 80/100 week of 2026-07-20

Acceleration (40%)100
Relative velocity (30%)100
Downloads (20%)0
Activity (10%)97

Signal history

WeekScoreΔ★Signal
2026-07-2080+20🔥 Trending
2026-07-1360+20Stable
2026-07-0680+24🔥 Trending
2026-06-2980+39🌱 Emerging
2026-06-2279+44🌱 Emerging
2026-06-1579+112Stable

iai-mcp alternatives

Projects in the same category, closest in size — picked by data, not opinion.

Lemon AgentStable349
okx-trade-mcpStable369

See all ai-agent projects ranked by growth →

Frequently asked questions

Is iai-mcp still maintained?
Yes — actively maintained. The last push was on 2026-07-18, with 4 contributors.
Is iai-mcp growing?
Yes — it currently carries our trending signal, gaining 20 stars in the last 7 days. See the weekly signal history above.
What are the best iai-mcp alternatives?
Closest by category and size in our data: Lemon Agent, io.github.neuledge/context, okx-trade-mcp — full list with live signals above.

Topics

Agent MemoryRAG (Retrieval-Augmented Generation)Vector Databasesmcpmcp-serverclaudeclaude-codeopenclawmodel-context-protocolmemorysemantic-searchllm-toolslocal-firstai-agentslong-term-memoryai-memoryrustsqlitevector-searchencryptionepisodic-memoryhnswlib

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Tracked since 2026-06-20 · data as of 2026-07-19 · 2 open issues · 33 releases