Alternatives

MemMachine alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

MemMachine

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

100
Quality
96
Trust
3.1K
Stars
#1

Pipeshub AI

Similarity 146Trust 96Excellent 100

PipesHub is a fully extensible and explainable workplace AI platform for enterprise search and workflow automation

3.0K starsJun 14, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add pipeshub-ai/pipeshub-ai
#2

PageIndex

Similarity 144Trust 94Excellent 100

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

33K starsJun 5, 2026 pushrag-knowledgePythonVector Search
$ npx skills add VectifyAI/PageIndex
#3

Potpie

Similarity 139Trust 94Excellent 100

Spec-driven development for large codebases

5.5K starsJun 13, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add potpie-ai/potpie
#4

Txtai

Similarity 135Trust 98Excellent 100

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

13K starsJun 11, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add neuml/txtai
#5

Trustgraph

Similarity 129Trust 93Excellent 100

The semantic deployment platform.

2.2K starsJun 12, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add trustgraph-ai/trustgraph
#6

DocsGPT

Similarity 127Trust 97Excellent 100

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

18K starsJun 14, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add arc53/DocsGPT
#7

Cognee

Similarity 127Trust 97Excellent 100

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

18K starsJun 14, 2026 pushrag-knowledgePythonVector Search
$ npx skills add topoteretes/cognee
#8

MiroFish

Similarity 126Trust 98Excellent 100

A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎,预测万物

66K starsMay 24, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add 666ghj/MiroFish
#9

LightRAG

Similarity 126Trust 95Excellent 100

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

37K starsJun 14, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add HKUDS/LightRAG
#10

Graphify

Similarity 126Trust 94Excellent 100

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

67K starsJun 13, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add safishamsi/graphify
#11

Honcho

Similarity 124Trust 93Excellent 100

Memory library for building stateful agents

5.2K starsJun 12, 2026 pushrag-knowledgePythonVector Search
$ npx skills add plastic-labs/honcho
#12

Claude Obsidian

Similarity 123Trust 97Excellent 100

Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude reads, links, and files it into one connected knowledge graph of plain Markdown you own. AI note-taking, personal knowledge management (PKM), and an open-source Notion alternative. Based on Karpathy's LLM Wiki pattern.

6.7K starsMay 28, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add AgriciDaniel/claude-obsidian
#13

Anything Llm

Similarity 122Trust 97Excellent 100

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

62K starsJun 14, 2026 pushrag-knowledgeJavaScriptVector Search
$ npx skills add Mintplex-Labs/anything-llm
#14

Memvid

Similarity 121Trust 98Excellent 100

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

16K starsMay 27, 2026 pushrag-knowledgeRustSemantic Search
$ npx skills add memvid/memvid
#15

Llm Wiki Agent

Similarity 121Trust 90Excellent 100

A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or Codex/Gemini) reads them, extracts knowledge, and maintains a persistent interlinked wiki. Works with Claude Code, Codex, OpenCode, Gemini CLI. No API key needed.

2.9K starsJun 13, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add SamurAIGPT/llm-wiki-agent
#16

WeKnora

Similarity 121Trust 94Excellent 100

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

16K starsJun 12, 2026 pushrag-knowledgeGoSemantic Search
$ npx skills add Tencent/WeKnora

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep MemMachine if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.