AI · alternatives · 2026

24 alternatives to Kit For AI

The memory layer for AI agents

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

1
ContextPool▲180
Persistent memory for AI coding agents
Apr 2026 · contextpool.io · its alternatives →
2
OpenMemory MCP▲379
Sync memory across AI's so they pick up where you left off.
2025 · mem0.ai · its alternatives →
3
Memori▲168
Persistent memory from agent trace, not just conversation
May 2026 · memorilabs.ai · its alternatives →
4
MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5▲70
An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents. - fellowgeek/mcp-memory
Aug 2026 · github.com · its alternatives →
5
Pensieve▲133
Full company context for every AI agent
Mar 2026 · pensieve.uk · its alternatives →
6
Mnexium AI▲83
Persistent, structured memory for AI Agents
Jan 2026 · mnexium.com · its alternatives →
7
Kaiku▲79
The task tracker your AI agents already know how to use
26d ago · kaiku.tech · its alternatives →
8
Contextberg▲102
Turn your work into AI agent memory, served over MCP
May 2026 · contextberg.com · its alternatives →
9
Local Memory▲3
AI memory for every agent
Dec 2025 · localmemory.co · its alternatives →
10
KodHau▲109
Stop AI agent from breaking prod—give it your team's history
May 2026 · kodhau.com · its alternatives →
11
Persistent memory for AI coding agents▲4
Open-source MCP server. #5 on LoCoMo. 100% local. MIT.
May 2026 · totalmemory.dev · its alternatives →
12
AskAIBase▲84
Memory infrastructure for AI coding agents
Feb 2026 · askaibase.com · its alternatives →
13
Cortex Memory MCP▲3
Universal Long-Term Memory for AI Agents via MCP
Apr 2026 · cortexmpc.vercel.app · its alternatives →
14
Built a memory layer that stops AI agents from forgetting everything▲13
Tired of AI coding tools that forget everything between sessions? Every time I open a new chat with Claude or fire up Copilot, I'm back to square one explaining my codebase structure. So I built something to fix this. It's called In Memoria. Its an MCP server that gives AI tools persistent memory. Instead of starting fresh every conversation, the AI remembers your coding patterns, architectural decisions, and all the context you've built up. The setup is dead simple: `npx in-memoria server` then connect your AI tool. No accounts, no data leaves your machine. Under the hood it's TypeScript +…
2025 · github.com · its alternatives →
15
Friday – Self-hosted persistent memory for AI coding agents (MCP)▲9
⚡ The open-source persistent cognitive memory layer for AI coding agents. Stop your Cursor, Claude & Copilot from having amnesia. - itskie/friday
Sep 2026 · github.com · its alternatives →
16
Recall▲3
Long-term memory for AI agents, visible to humans
Jun 2026 · github.com · its alternatives →
17
MCP Fish▲19
Prompt, build and explore MCP-ready tools for your AI Agents
2025 · its alternatives →
18
Memo MCP▲6
Local-first memory for AI agents — offline, no keys
Jul 2026 · github.com · its alternatives →
19
AgentPrizm▲4
AI agent memory + skills; API over REST + MCP
Jul 2026 · agentprizm.com · its alternatives →
20
projectmem▲9
Memory + judgment for AI coding agents (local, MIT)
May 2026 · projectmem.dev · its alternatives →
21
PersistMemory▲3
Persistent memory for AI assistant one config,all tools
Mar 2026 · persistmemory.com · its alternatives →
22
Deep MCP Agents▲13
Plug-and-play AI agents via dynamic tool discovery with MCP
2025 · github.com · its alternatives →
23
TIMPs▲9
Persistent memory layer for AI agents
Feb 2026 · timps-website.vercel.app · its alternatives →
24
AI memory beyond the context window▲8
AI Memory Context Solved
Jan 2026 · github.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →