MARVA Alternatives

Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-03.

MARVA has a Nerq Trust Score of 53 (D). MARVA is a tool for validating and analyzing multi-agent requirements.

#	Name	Trust	Grade	Stars	Key Difference
1	hiyouga/LlamaFactory	84	A	67.8k	Higher trust (84 vs 53); Much larger community
2	54yyyu/zotero-mcp	82	A	1.5k	Higher trust (82 vs 53); Much larger community
3	camel-ai/camel	80	B	16.1k	Higher trust (80 vs 53); Much larger community
4	inclusionAI/AReaL	80	B	3.6k	Higher trust (80 vs 53); Much larger community
5	OpenDCAI/Paper2Any	80	B	1.7k	Higher trust (80 vs 53); Much larger community
6	DLR-RM/rl-baselines3-zoo	80	B	2.7k	Higher trust (80 vs 53); Much larger community
7	truera/trulens	79	B	3.1k	Higher trust (79 vs 53); Much larger community
8	microsoft/RD-Agent	79	B	11.3k	Higher trust (79 vs 53); Much larger community
9	xlang-ai/OSWorld	78	B	2.6k	Higher trust (78 vs 53); Much larger community
10	SWE-bench/SWE-smith	78	B	566	Higher trust (78 vs 53); Much larger community
11	vamplabAI/sgr-agent-core	78	B	1.0k	Higher trust (78 vs 53); Much larger community
12	unslothai/unsloth	77	B	52.7k	Higher trust (77 vs 53); Much larger community
13	jmiao24/Paper2Agent	76	B	2.0k	Higher trust (76 vs 53); Much larger community
14	AIDC-AI/Marco-DeepResearch	76	B	248	Higher trust (76 vs 53); Much larger community
15	Zettelgarden/Zettelgarden	75	B	166	Higher trust (75 vs 53); Much larger community

Compare

What are the best alternatives to MARVA?

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

Is it safe to switch from MARVA?

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

How does Nerq rank MARVA alternatives?

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