aloysia Alternatives

Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-14.

aloysia has a Nerq Trust Score of 61 (C). Aloysia is an agentic research assistant that converts files into a page-aware, citation-rich knowledge base.

#	Name	Trust	Grade	Stars	Key Difference
1	hiyouga/LlamaFactory	80	B	67.8k	Higher trust (80 vs 61); Much larger community
2	camel-ai/camel	80	B	16.1k	Higher trust (80 vs 61); Much larger community
3	inclusionAI/AReaL	80	B	3.6k	Higher trust (80 vs 61); Much larger community
4	OpenDCAI/Paper2Any	80	B	1.7k	Higher trust (80 vs 61); Much larger community
5	DLR-RM/rl-baselines3-zoo	80	B	2.7k	Higher trust (80 vs 61); Much larger community
6	truera/trulens	79	B	3.1k	Higher trust (79 vs 61); Much larger community
7	xlang-ai/OSWorld	78	B	2.6k	Higher trust (78 vs 61); Much larger community
8	vamplabAI/sgr-agent-core	78	B	1.0k	Higher trust (78 vs 61); Much larger community
9	54yyyu/zotero-mcp	78	B	1.5k	Higher trust (78 vs 61); Much larger community
10	unslothai/unsloth	77	B	52.7k	Higher trust (77 vs 61); Much larger community
11	AIDC-AI/Marco-DeepResearch	76	B	248	Higher trust (76 vs 61); Much larger community
12	AgentR1/Agent-R1	75	B	1.2k	Higher trust (75 vs 61); Much larger community
13	Alibaba-NLP/DeepResearch	75	B	18.2k	Higher trust (75 vs 61); Much larger community
14	microsoft/RD-Agent	75	B	11.3k	Higher trust (75 vs 61); Much larger community
15	SWE-bench/SWE-smith	74	B	566	Higher trust (74 vs 61); Much larger community

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FAQ

What are the best alternatives to aloysia?

The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.

Is it safe to switch from aloysia?

Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.

How does Nerq rank aloysia alternatives?

Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.