Alternatives

MiroFish alternatives for AI agents.

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

Current skill

MiroFish

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

100
Quality
100
Trust
66K
Stars
#1

Trustgraph

Similarity 130Trust 100Excellent 100

The semantic deployment platform.

2.2K starsJun 12, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add trustgraph-ai/trustgraph
#2

Graphify

Similarity 127Trust 100Excellent 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
#3

LightRAG

Similarity 127Trust 100Excellent 100

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

37K starsJun 14, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add HKUDS/LightRAG
#4

Claude Obsidian

Similarity 124Trust 100Excellent 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
#5

Potpie

Similarity 124Trust 100Excellent 100

Spec-driven development for large codebases

5.5K starsJun 13, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add potpie-ai/potpie
#6

MemMachine

Similarity 123Trust 100Excellent 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 14, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add MemMachine/MemMachine
#7

Pipeshub AI

Similarity 123Trust 100Excellent 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
#8

Llm Wiki Agent

Similarity 123Trust 100Excellent 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
#9

Understand Anything

Similarity 121Trust 100Excellent 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.

59K starsJun 11, 2026 pushrag-knowledgeTypeScriptKnowledge Graph
$ npx skills add Egonex-AI/Understand-Anything
#10

Logseq

Similarity 121Trust 100Excellent 100

A privacy-first, open-source platform for knowledge management and collaboration. Download link: http://github.com/logseq/logseq/releases. roadmap: https://logseq.io/p/NX4mc_ggEV

43K starsJun 14, 2026 pushrag-knowledgeClojureKnowledge Graph
$ npx skills add logseq/logseq
#11

Trilium

Similarity 121Trust 100Excellent 100

Build your personal knowledge base with Trilium Notes

36K starsJun 14, 2026 pushrag-knowledgeTypeScriptKnowledge Graph
$ npx skills add TriliumNext/Trilium
#12

Dgraph

Similarity 120Trust 100Excellent 100

high-performance graph database for real-time use cases

22K starsJun 11, 2026 pushrag-knowledgeGoKnowledge Graph
$ npx skills add dgraph-io/dgraph
#13

Cognee

Similarity 120Trust 100Excellent 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
#14

Honcho

Similarity 118Trust 100Excellent 100

Memory library for building stateful agents

5.1K starsJun 12, 2026 pushrag-knowledgePythonVector Search
$ npx skills add plastic-labs/honcho
#15

Llm Graph Builder

Similarity 117Trust 100Excellent 100

Neo4j graph construction from unstructured data using LLMs

4.8K starsJun 12, 2026 pushrag-knowledgeJupyter NotebookKnowledge Graph
$ npx skills add neo4j-labs/llm-graph-builder
#16

FalkorDB

Similarity 117Trust 100Excellent 100

A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).

4.6K starsJun 14, 2026 pushrag-knowledgeCKnowledge Graph
$ npx skills add FalkorDB/FalkorDB

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 MiroFish 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.