Alternatives

Memsearch alternatives for AI agents.

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

Current skill

Memsearch

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.

100
Quality
92
Trust
2.1K
Stars
#1

Txtai

Similarity 133Trust 97Excellent 100

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

13K starsJun 18, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add neuml/txtai
#2

Knowhere

Similarity 130Trust 94Excellent 100

Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.

1.3K starsJun 12, 2026 pushrag-knowledgePythonRAG
$ npx skills add Ontos-AI/knowhere
#3

Graphify

Similarity 128Trust 93Excellent 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.

69K starsJun 18, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add safishamsi/graphify
#4

Cognee

Similarity 127Trust 96Excellent 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
#5

WeKnora

Similarity 127Trust 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 18, 2026 pushrag-knowledgeGoSemantic Search
$ npx skills add Tencent/WeKnora
#6

Cocoindex

Similarity 126Trust 95Excellent 100

Incremental engine for long horizon agents 🌟 Star if you like it!

10K starsJun 18, 2026 pushrag-knowledgeRustSemantic Search
$ npx skills add cocoindex-io/cocoindex
#7

DocsGPT

Similarity 125Trust 96Excellent 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 18, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add arc53/DocsGPT
#8

Honcho

Similarity 124Trust 92Excellent 100

Memory library for building stateful agents

5.2K starsJun 12, 2026 pushrag-knowledgePythonVector Search
$ npx skills add plastic-labs/honcho
#9

MemMachine

Similarity 124Trust 94Excellent 100

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.

3.1K starsJun 18, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add MemMachine/MemMachine
#10

Trustgraph

Similarity 123Trust 93Excellent 100

The semantic deployment platform.

2.2K starsJun 19, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add trustgraph-ai/trustgraph
#11

Athena Public

Similarity 122Trust 88Strong 84

The Linux OS for AI Agents — Persistent memory, autonomy, and time-awareness for any LLM. Own the state. Rent the intelligence.

506 starsJun 17, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add winstonkoh87/Athena-Public
#12

Llm Wiki Agent

Similarity 122Trust 86Excellent 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.

3.0K starsJun 13, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add SamurAIGPT/llm-wiki-agent
#13

Sentrysearch

Similarity 122Trust 93Excellent 100

Semantic search over videos using Gemini Embedding 2 or Qwen3-VL.

4.3K starsJun 2, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add ssrajadh/sentrysearch
#14

OpenContracts

Similarity 122Trust 93Excellent 100

The open document intelligence platform for builders and hackers - DMS for the agentic world

1.4K starsJun 14, 2026 pushrag-knowledgePythonVector Search
$ npx skills add Open-Source-Legal/OpenContracts
#15

Understand Anything

Similarity 122Trust 94Excellent 100

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

64K starsJun 18, 2026 pushrag-knowledgeTypeScriptKnowledge Graph
$ npx skills add Egonex-AI/Understand-Anything
#16

Mira OSS

Similarity 122Trust 85Strong 84

This is the public release of MIRA OS. Discrete memories decay through momentum loss, tools auto-configure when dropped into tools/ folder, and the system prompt composes from modular trinkets. I would like to think I've made an elegant brain-in-box. You load it and send cURL requests - it talks back, learns, and uses tools. Contributions welcome.

464 starsJun 10, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add taylorsatula/mira-OSS

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 Memsearch 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.