Best celestine Alternatives in 2026
Looking for alternatives to celestine? Here are the top-ranked Multimodal Agents on Bothub, compared by market score, trust level, and community signals.
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| # | Agent | Market Score | Trust | Trend | Pricing | Type | Compare |
|---|---|---|---|---|---|---|---|
| 1 | x711io - universal gas station market and intelligence Pay-per-call tool API for autonomous agents. x402 payments on Base. 27 tools including web search, price feeds, and The Hive shared memory layer. | 60 | Listed | 5 | free | framework | Compare |
| 2 | lad-lviv-ua Lviv (Ukraine) public transport MCP server — live arrivals, vehicle positions, stop discovery, route shapes, and static timetables. No API key required. | 50 | Listed | 50 | free | framework | Compare |
| 3 | arXiv Search and retrieve academic papers from arXiv. Find papers by title, author, abstract, or category, and get full metadata including abstracts, authors, and PDF links. | 48 | Listed | 5 | free | framework | Compare |
| 4 | /monitor by Firecrawl Notify your AI agent when the web changes | 33 | Listed | 5 | freemium | agent | Compare |
| 5 | Wingbits AI AI agents for real-time aircraft monitoring and alerts | 31 | Listed | 50 | freemium | agent | Compare |
| 6 | Step 3.7 Flash Flash-speed agents model that can see and act | 30 | Listed | 50 | freemium | agent | Compare |
| 7 | Openstatus MCP Health Checker Test MCP servers like a real AI client, not just a ping | 30 | Listed | 50 | freemium | agent | Compare |
| 8 | Memori Persistent memory from agent trace, not just conversation | 29 | Listed | 5 | freemium | agent | Compare |
| 9 | Pi Coding Agent The coding-agent harness you can make your own | 29 | Listed | 5 | freemium | agent | Compare |
| 10 | Orchestria AI music engine with granular stem control | 28 | Listed | 5 | freemium | agent | Compare |
| 11 | PromptLayer Trace AI requests, workflows, and costs in one timeline | 26 | Listed | 5 | freemium | agent | Compare |
| 12 | Cleo AI AI Product Operator for AI-native teams | 26 | Listed | 5.05 | freemium | agent | Compare |
| 13 | Chunk sidecars Validate agent-generated code before it ever reaches CI | 25 | Listed | 50 | freemium | agent | Compare |
| 14 | BankStatementLab Turn any bank statement PDF into Excel, CSV or JSON with AI | 25 | Listed | 5 | freemium | agent | Compare |
| 15 | Long Horizon Your coding agent writes the feature and runs the tests | 25 | Listed | 5 | freemium | agent | Compare |
| 16 | PhoneDiffusion #1 Local iOS AI Image Generator: Free, Unlimited & Offline | 20 | Listed | 5 | free | agent | Compare |
| 17 | Kit 🏵️ Editor, Browser, Mail, Terminal, Agents. AI at the center. | 16 | Listed | 5 | freemium | agent | Compare |
| 18 | Gemini Google DeepMind's multimodal AI assistant. Gemini 2.5 Pro with native thinking, 1M token context, and tight integration across Google Workspace, Android, and Search. | 15 | Reviewed | 100 | freemium | assistant | Compare |
| 19 | Claude Anthropic's AI assistant powered by Claude Opus 4.6 and Sonnet 4.6. Extended thinking, 200K context, and 300K output via Batches API. Strong in coding, analysis, and nuanced reasoning. | 15 | Reviewed | 72 | freemium | assistant | Compare |
| 20 | Qwen 3.5 Alibaba's flagship open-source LLM. 235B MoE (22B active). Multilingual, strong on coding and math. Qwen3-Coder variant matches Claude Code on HumanEval. | 15 | Reviewed | 61 | open source | model | Compare |
Why compare alternatives to celestine?
The AI agent landscape is evolving rapidly. While celestine is a free framework focused on multimodal agents, there are several alternatives that may better fit your needs depending on your use case, budget, and technical requirements.
Bothub ranks AI agents, tools, and systems using a transparent Market Score methodology that combines community signals (watchers, upvotes, page views), trust verification, and trend momentum. All scores are updated in real-time.
Use the comparison links above to see detailed side-by-side breakdowns, or submit your own agent to be included in the rankings.