TIER 02

Evidence Rankings

102 evidence-ranked · 1338 total indexed · 38 rising · updated 10m ago · browse all agents →

These rankings include only agents with enough public evidence to score reliably. Signals include GitHub activity, package usage, dependency adoption, docs quality, ecosystem relationships, and public discourse. The list grows automatically as indexed agents accumulate evidence. Methodology →

◆ WEEKLY NARRATIVE

OpenClaw Agents extended its lead at #1, gaining +19 spots this week. Operator-class agents hold 2 of the top 5 spots. Autonolas Agents climbed +40 to #63 — Rose 40 spots.

↑ RISING NOW

#63Autonolas Agents

+40

#99AgentPilot

+38

#351AgentVerse

+37

#25AutoGPT

+36

#19LangChain Agents

+33

Indexed by category

Operator465Builder292Researcher131Trader35Creator18Framework15Crypto10Ecosystem8Explorer8Developer8Infra7Rebel3

◆ Live Rankings

Rising Now

102 agentsAll →

GH = GitHub activity · PKG = package usage · DEP = dependencies · DOC = docs quality · HN = discourse/community · ECO = ecosystem links · TRUST = registry context

#	AGENT	7D	SCORE	SIGNALS	TIER
1	OpenClaw Agents @openclaw↑ Strong upward move Operator GHPKGDEPECODOCHNTRUST· broad coverage	+19	78.64 SCORE	GH 100 PKG 99.82 DEP 69.13 DOC 90 DIS 98.73 ECO 5.68	Evidence Ranked
2	CrewAI @crewai↑ Strong upward move Builder GHPKGDEPECODOCHNTRUST· broad coverage	+24	74 SCORE	GH 99.26 PKG 100 DEP 66.83 DOC 86 DIS 16.12 ECO 55.07	Evidence Ranked
3	DSPy Agents @dspyagents↑ Gaining ground Framework GHPKGDEPECODOCHNTRUST· broad coverage	+5	73.23 SCORE	GH 95.23 PKG 99.16 DEP 80.87 DOC 71 DIS 66.93 ECO 1.06	Evidence Ranked
4	O openai-agents-python @openai_openai_agents_python Operator GHPKGDEPDOCHNTRUST· broad coverage	—	70.26 SCORE	GH 94.63 PKG 100 DEP 80.84 DOC 69 DIS 22.8 ECO —	Evidence Ranked
5	AgentOps @agentops↑ Strong upward move Ecosystem GHPKGDEPECODOCHNTRUST· broad coverage	+30	65.11 SCORE	GH 74.49 PKG 78.35 DEP 76.27 DOC 87 DIS 24.98 ECO 43.95	Evidence Ranked
6	Camel AI Agents @camelai↑ Strong upward move Researcher GHPKGDEPDOCHNTRUST· broad coverage	+14	63.72 SCORE	GH 90.39 PKG 70.68 DEP 64 DOC 92 DIS 33.31 ECO —	Evidence Ranked
7	A agentscope @agentscope_ai_agentscope Operator GHPKGDEPDOCHNTRUST· broad coverage	—	63.04 SCORE	GH 93.33 PKG 75.89 DEP 65.07 DOC 84 DIS 17.31 ECO —	Evidence Ranked
8	AgentScope @agentscope↑ Strong upward move Researcher GHPKGDEPDOCHNTRUST· broad coverage	+16	62.95 SCORE	GH 93.33 PKG 75.89 DEP 64.54 DOC 84 DIS 17.31 ECO —	Evidence Ranked
9	B browser-use @browser_use_browser_use Operator GHPKGDOCTRUST· partial coverage	—	61 SCORE	GH 100 PKG 100 DEP — DOC 69 DIS — ECO —	Evidence Ranked
10	OpenHands @openhands↑ Strong upward move Builder GHPKGECODOCHNTRUST· broad coverage	+12	60.28 SCORE	GH 99.84 PKG 87.2 DEP — DOC 65 DIS 15.59 ECO 47.85	Evidence Ranked
11	H haystack @deepset_ai_haystack Builder GHPKGDOCHNTRUST· partial coverage	—	57.24 SCORE	GH 93.5 PKG 84.99 DEP — DOC 72 DIS 26.16 ECO —	Evidence Ranked
12	M MinerU @opendatalab_mineru Researcher GHPKGDOCHNTRUST· partial coverage	—	56.35 SCORE	GH 98.72 PKG 78.05 DEP — DOC 80 DIS 13.6 ECO —	Evidence Ranked
13	O openclaude @gitlawb_openclaude Builder GHPKGDOCHNTRUST· partial coverage	—	54.83 SCORE	GH 96.5 PKG 66.49 DEP — DOC 90 DIS 17.47 ECO —	Evidence Ranked
14	O oh-my-claudecode @yeachan_heo_oh_my_claudecode Builder GHPKGDOCTRUST· partial coverage	—	54.81 SCORE	GH 95.66 PKG 62 DEP — DOC 98 DIS — ECO —	Evidence Ranked
15	Aider @aider↑ Strong upward move Builder GHPKGECODOCHNTRUST· broad coverage	+11	54.77 SCORE	GH 90.49 PKG 84.3 DEP — DOC 67 DIS 24.2 ECO 12.13	Evidence Ranked
16	N nanobot @hkuds_nanobot Builder GHPKGDOCHNTRUST· partial coverage	—	54.53 SCORE	GH 98.66 PKG 61.3 DEP — DOC 89 DIS 21.85 ECO —	Evidence Ranked
17	G gpt-researcher @assafelovic_gpt_researcher Researcher GHPKGDOCTRUST· partial coverage	—	54.31 SCORE	GH 87.37 PKG 69.52 DEP — DOC 95 DIS — ECO —	Evidence Ranked
18	Open Interpreter @openinterpreter↑ Strong upward move Builder GHPKGECODOCHNTRUST· broad coverage	+16	52.96 SCORE	GH 93.71 PKG 73.75 DEP — DOC 75 DIS 19.45 ECO 7.29	Evidence Ranked
19	LangChain Agents @langchainagents↑ Strong upward move Framework GHECODOCHNTRUST· partial coverage	+33	52.46 SCORE	GH 100 PKG — DEP — DOC 69 DIS 37.95 ECO 85.22	Evidence Ranked
20	S swarms @kyegomez_swarms Operator GHPKGDOCTRUST· partial coverage	—	51.32 SCORE	GH 83.76 PKG 58.69 DEP — DOC 97 DIS — ECO —	Evidence Ranked
21	Langroid @langroid↑ Strong upward move Researcher GHPKGECODOCTRUST· partial coverage	+22	50.75 SCORE	GH 78.87 PKG 64.04 DEP — DOC 97 DIS — ECO 13.91	Evidence Ranked
22	A agency-swarm @vrsen_agency_swarm Operator GHPKGDOCTRUST· partial coverage	—	50.5 SCORE	GH 81.69 PKG 66.58 DEP — DOC 78 DIS — ECO —	Evidence Ranked
23	A agent-device @callstackincubator_agent_device Operator GHPKGDOCTRUST· partial coverage	—	49.67 SCORE	GH 73.7 PKG 80.8 DEP — DOC 58 DIS — ECO —	Evidence Ranked
24	Swarms AI @swarms Framework GHPKGDOCHNTRUST· partial coverage	—	49.62 SCORE	GH 83.66 PKG 59.36 DEP — DOC 97 DIS 3.58 ECO —	Evidence Ranked
25	AutoGPT @autogpt↑ Strong upward move Rebel GHECODOCHNTRUST· partial coverage	+36	49.06 SCORE	GH 100 PKG — DEP — DOC 87 DIS 18.95 ECO 55.58	Evidence Ranked
26	G gemini-cli @google_gemini_gemini_cli Operator PKGDOCHNTRUST· light coverage	—	48.93 SCORE	GH — PKG 92.71 DEP — DOC 78 DIS 76.91 ECO —	Evidence Ranked
27	AutoGen @autogen↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+23	48.49 SCORE	GH 92.7 PKG — DEP — DOC 90 DIS 17.97 ECO 63.05	Evidence Ranked
28	A agent-browser @vercel_labs_agent_browser Operator PKGDOCHNTRUST· light coverage	—	46.77 SCORE	GH — PKG 94.07 DEP — DOC 86 DIS 46.79 ECO —	Evidence Ranked
29	M manifest @mnfst_manifest Trader GHPKGDOCHNTRUST· partial coverage	—	46.72 SCORE	GH 81.91 PKG 49.46 DEP — DOC 68 DIS 29.75 ECO —	Evidence Ranked
30	D dify @langgenius_dify Builder GHDOCHNTRUST· light coverage	—	45.92 SCORE	GH 100 PKG — DEP — DOC 83 DIS 30.28 ECO —	Evidence Ranked
31	M mindsdb @mindsdb_mindsdb Researcher GHDOCHNTRUST· light coverage	—	45.91 SCORE	GH 97.62 PKG — DEP — DOC 79 DIS 38.91 ECO —	Evidence Ranked
32	C career-ops @santifer_career_ops Builder GHDOCHNTRUST· light coverage	—	45.43 SCORE	GH 99.68 PKG — DEP — DOC 92 DIS 17.47 ECO —	Evidence Ranked
32	F firecrawl @firecrawl_firecrawl Operator GHDOCHNTRUST· light coverage	—	45.43 SCORE	GH 99.4 PKG — DEP — DOC 79 DIS 31.08 ECO —	Evidence Ranked
34	H http2-wrapper @szmarczak_http2_wrapper Operator GHPKGDOCTRUST· partial coverage	—	45.41 SCORE	GH 42.33 PKG 100 DEP — DOC 44 DIS — ECO —	Evidence Ranked
35	Flowise @flowise↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+18	45.07 SCORE	GH 100 PKG — DEP — DOC 76 DIS 24.08 ECO 25.54	Evidence Ranked
36	A A2A @a2aproject_a2a Builder GHDOCHNTRUST· light coverage	—	45.05 SCORE	GH 92.89 PKG — DEP — DOC 78 DIS 41.65 ECO —	Evidence Ranked
37	R ruflo @ruvnet_ruflo Builder GHDOCHNTRUST· light coverage	—	44.86 SCORE	GH 99.07 PKG — DEP — DOC 83 DIS 22.58 ECO —	Evidence Ranked
38	O open-multi-agent @jackchen_me_open_multi_agent Operator GHPKGDOCHNTRUST· partial coverage	—	44.8 SCORE	GH 85.4 PKG 36.2 DEP — DOC 80 DIS 19.96 ECO —	Evidence Ranked
38	S Stirrup @artificialanalysis_stirrup Operator GHPKGDOCTRUST· partial coverage	—	44.8 SCORE	GH 60.87 PKG 63.21 DEP — DOC 75 DIS — ECO —	Evidence Ranked
40	A agentsys @agent_sh_agentsys Builder GHPKGDOCTRUST· partial coverage	—	44.66 SCORE	GH 67.2 PKG 47.77 DEP — DOC 92 DIS — ECO —	Evidence Ranked
41	D deer-flow @bytedance_deer_flow Builder GHDOCTRUST· light coverage	—	44.62 SCORE	GH 94.77 PKG — DEP — DOC 92 DIS — ECO —	Evidence Ranked
42	L lobehub @lobehub_lobehub Operator GHDOCHNTRUST· light coverage	—	44.54 SCORE	GH 100 PKG — DEP — DOC 92 DIS 8.82 ECO —	Evidence Ranked
43	AutoGen Studio @autogenstudio↑ Strong upward move Ecosystem GHECODOCHNTRUST· partial coverage	+16	44.44 SCORE	GH 92.69 PKG — DEP — DOC 90 DIS 18.07 ECO 26.52	Evidence Ranked
44	N nocobase @nocobase_nocobase Builder GHPKGDOCHNTRUST· partial coverage	—	44.41 SCORE	GH 92.7 PKG 28.1 DEP — DOC 78 DIS 20.07 ECO —	Evidence Ranked
45	LangGraph @langgraph↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+21	44.16 SCORE	GH 96.19 PKG — DEP — DOC 73 DIS 25.54 ECO 26.52	Evidence Ranked
46	B budibase @budibase_budibase Builder GHDOCHNTRUST· light coverage	—	43.9 SCORE	GH 93.43 PKG — DEP — DOC 71 DIS 37.2 ECO —	Evidence Ranked
47	C CowAgent @zhayujie_cowagent Operator GHDOCTRUST· light coverage	—	43.76 SCORE	GH 99.42 PKG — DEP — DOC 75 DIS — ECO —	Evidence Ranked
48	B bub @bubbuild_bub Operator GHPKGDOCHNTRUST· partial coverage	—	43.52 SCORE	GH 71.07 PKG 49.04 DEP — DOC 74 DIS 17.47 ECO —	Evidence Ranked
49	P ppt-master @hugohe3_ppt_master Operator GHDOCTRUST· light coverage	—	43.09 SCORE	GH 92.41 PKG — DEP — DOC 83 DIS — ECO —	Evidence Ranked
50	C ChatDev @openbmb_chatdev Operator GHDOCHNTRUST· light coverage	—	43.07 SCORE	GH 95.81 PKG — DEP — DOC 84 DIS 12.02 ECO —	Evidence Ranked
51	A agents @wshobson_agents Builder GHDOCHNTRUST· light coverage	—	43.04 SCORE	GH 91.18 PKG — DEP — DOC 77 DIS 27.98 ECO —	Evidence Ranked
52	C cognee @topoteretes_cognee Builder GHDOCHNTRUST· light coverage	—	42.96 SCORE	GH 90.37 PKG — DEP — DOC 86 DIS 19.93 ECO —	Evidence Ranked
53	O opik @comet_ml_opik Builder GHDOCHNTRUST· light coverage	—	42.94 SCORE	GH 90.62 PKG — DEP — DOC 79 DIS 26.21 ECO —	Evidence Ranked
54	H hive @aden_hive_hive Builder GHDOCTRUST· light coverage	—	42.89 SCORE	GH 90.02 PKG — DEP — DOC 86 DIS — ECO —	Evidence Ranked
55	Semantic Kernel @semantickernel↑ Strong upward move Framework GHECODOCHNTRUST· partial coverage	+19	42.85 SCORE	GH 95.08 PKG — DEP — DOC 91 DIS 17.97 ECO 6.5	Evidence Ranked
56	O open-autonomy @valory_xyz_open_autonomy Trader GHPKGDOCTRUST· partial coverage	—	42.39 SCORE	GH 55.1 PKG 60.14 DEP — DOC 71 DIS — ECO —	Evidence Ranked
57	C camel @camel_ai_camel Operator GHDOCHNTRUST· light coverage	—	42 SCORE	GH 90.39 PKG — DEP — DOC 92 DIS 5.24 ECO —	Evidence Ranked
58	LLMWare Agents @llmware↑ Strong upward move Framework GHDOCHNTRUST· light coverage	+13	41.98 SCORE	GH 90.61 PKG — DEP — DOC 83 DIS 13.6 ECO —	Evidence Ranked
59	G goose @aaif_goose_goose Builder GHDOCHNTRUST· light coverage	—	41.63 SCORE	GH 97.96 PKG — DEP — DOC 60 DIS 18.77 ECO —	Evidence Ranked
60	A agent-zero @agent0ai_agent_zero Operator GHDOCHNTRUST· light coverage	—	41.5 SCORE	GH 92.01 PKG — DEP — DOC 82 DIS 7.5 ECO —	Evidence Ranked
61	Q QwenPaw @agentscope_ai_qwenpaw Operator GHDOCTRUST· light coverage	—	41.46 SCORE	GH 91.08 PKG — DEP — DOC 71 DIS — ECO —	Evidence Ranked
62	O OpenJudge @agentscope_ai_openjudge Operator GHPKGDOCHNTRUST· partial coverage	—	41.44 SCORE	GH 64.44 PKG 51.4 DEP — DOC 79 DIS 2.26 ECO —	Evidence Ranked
63	Autonolas Agents @autonolas↑ Strong upward move Trader GHPKGECODOCTRUST· partial coverage	+40	41.28 SCORE	GH 55.05 PKG 60.14 DEP — DOC 71 DIS — ECO 10.18	Evidence Ranked
64	P pentagi @vxcontrol_pentagi Operator GHDOCHNTRUST· light coverage	—	41.13 SCORE	GH 90.79 PKG — DEP — DOC 85 DIS 3.58 ECO —	Evidence Ranked
65	A adk-python @google_adk_python Builder GHDOCHNTRUST· light coverage	—	40.89 SCORE	GH 92.47 PKG — DEP — DOC 75 DIS 8.09 ECO —	Evidence Ranked
66	SuperAGI @superagi↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+22	40.81 SCORE	GH 75.89 PKG — DEP — DOC 59 DIS 19.53 ECO 56.95	Evidence Ranked
67	A awesome-llm-apps @shubhamsaboo_awesome_llm_apps Researcher GHDOCHNTRUST· light coverage	—	40.75 SCORE	GH 95 PKG — DEP — DOC 70 DIS 6.77 ECO —	Evidence Ranked
68	A activepieces @activepieces_activepieces Builder GHDOCTRUST· light coverage	—	40.4 SCORE	GH 93.3 PKG — DEP — DOC 57 DIS — ECO —	Evidence Ranked
69	1 1Panel @1panel_dev_1panel Operator GHDOCHNTRUST· light coverage	—	40.17 SCORE	GH 95.65 PKG — DEP — DOC 68 DIS 2.26 ECO —	Evidence Ranked
70	G golembot @0xranx_golembot Builder GHPKGDOCTRUST· partial coverage	—	39.96 SCORE	GH 59.34 PKG 36.98 DEP — DOC 87 DIS — ECO —	Evidence Ranked
71	L last30days-skill @mvanhorn_last30days_skill Builder GHDOCHNTRUST· light coverage	—	39.82 SCORE	GH 93.03 PKG — DEP — DOC 66 DIS 6.34 ECO —	Evidence Ranked
72	Marvin AI @marvinai↑ Strong upward move Builder GHDOCHNTRUST· light coverage	+27	39.56 SCORE	GH 81.39 PKG — DEP — DOC 76 DIS 17.22 ECO —	Evidence Ranked
73	O Ori-Mnemos @aayoawoyemi_ori_mnemos Operator GHPKGDOCTRUST· partial coverage	—	39.44 SCORE	GH 58.64 PKG 37.36 DEP — DOC 83 DIS — ECO —	Evidence Ranked
74	MetaGPT @metagpt↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+7	39.38 SCORE	GH 87.68 PKG — DEP — DOC 78 DIS 18.06 ECO 3.03	Evidence Ranked
75	F fireworks-tech-graph @yizhiyanhua_ai_fireworks_tech_graph Builder GHPKGDOCTRUST· partial coverage	—	39.2 SCORE	GH 78.28 PKG 28.1 DEP — DOC 60 DIS — ECO —	Evidence Ranked
76	E experts @metaskills_experts Operator GHPKGDOCHNTRUST· partial coverage	—	39.04 SCORE	GH 47.62 PKG 48.53 DEP — DOC 70 DIS 29.1 ECO —	Evidence Ranked
77	Agenta @agenta↑ Gaining ground Infra GHECODOCHNTRUST· partial coverage	+5	38.56 SCORE	GH 79.73 PKG — DEP — DOC 83 DIS 18.86 ECO 5.68	Evidence Ranked
78	T takopi @banteg_takopi Builder GHPKGDOCHNTRUST· partial coverage	—	38.23 SCORE	GH 68.89 PKG 42.36 DEP — DOC 58 DIS 3.58 ECO —	Evidence Ranked
79	Sweep AI @sweepai↑ Strong upward move Builder GHPKGECODOCHNTRUST· broad coverage	+21	38.07 SCORE	GH 70.94 PKG 36.13 DEP — DOC 31 DIS 22.66 ECO 34.87	Evidence Ranked
80	GPT Engineer @gptengineer↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+13	37.89 SCORE	GH 84.32 PKG — DEP — DOC 57 DIS 18.31 ECO 17.08	Evidence Ranked
81	AgentLab @agentlab↑ Gaining ground Researcher GHPKGDOCHNTRUST· partial coverage	+5	37.74 SCORE	GH 58.45 PKG 37.33 DEP — DOC 65 DIS 23.14 ECO —	Evidence Ranked
82	C cognithor @alex8791_cyber_cognithor Operator GHPKGDOCTRUST· partial coverage	—	37.43 SCORE	GH 54.35 PKG 26.08 DEP — DOC 96 DIS — ECO —	Evidence Ranked
83	TaskWeaver @taskweaver↑ Strong upward move Framework GHDOCHNTRUST· light coverage	+21	37.05 SCORE	GH 75.82 PKG — DEP — DOC 75 DIS 6.77 ECO —	Evidence Ranked
84	N nothumanallowed @adoslabsproject_gif_nothumanallowed Operator GHPKGDOCHNTRUST· partial coverage	—	36.93 SCORE	GH 46.82 PKG 52.86 DEP — DOC 58 DIS 15.05 ECO —	Evidence Ranked
85	Superagent @superagent↑ Strong upward move Framework GHECODOCHNTRUST· partial coverage	+24	36.59 SCORE	GH 76.66 PKG — DEP — DOC 78 DIS 16.95 ECO 1.06	Evidence Ranked
86	A a2a-adapter @hybroai_a2a_adapter Builder GHPKGDOCTRUST· partial coverage	—	36.46 SCORE	GH 47.13 PKG 38.94 DEP — DOC 76 DIS — ECO —	Evidence Ranked
87	A airut @airutorg_airut Builder GHPKGDOCHNTRUST· partial coverage	—	36.32 SCORE	GH 47.03 PKG 41.3 DEP — DOC 76 DIS 14.19 ECO —	Evidence Ranked
88	Devika @devika↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+21	36.2 SCORE	GH 74.84 PKG — DEP — DOC 67 DIS 13.05 ECO 16.08	Evidence Ranked
90	AgentGPT @agentgpt↑ Strong upward move Explorer GHECODOCHNTRUST· partial coverage	+12	35.86 SCORE	GH 83.05 PKG — DEP — DOC 56 DIS 16.69 ECO 3.95	Evidence Ranked
91	O OSA @aimclub_osa Builder GHPKGDOCTRUST· partial coverage	—	35.59 SCORE	GH 54.42 PKG 31.24 DEP — DOC 69 DIS — ECO —	Evidence Ranked
92	BabyAGI @babyagi↑ Strong upward move Rebel GHPKGECODOCHNTRUST· broad coverage	+8	34.92 SCORE	GH 75.78 PKG 26.82 DEP — DOC 37 DIS 17.09 ECO 15.02	Evidence Ranked
93	C cave-agent @acodercat_cave_agent Operator GHPKGDOCTRUST· partial coverage	—	34.65 SCORE	GH 53.81 PKG 24.1 DEP — DOC 76 DIS — ECO —	Evidence Ranked
95	Fetch Agents @fetchagents↑ Strong upward move Trader GHECODOCHNTRUST· partial coverage	+24	34.11 SCORE	GH 73.59 PKG — DEP — DOC 60 DIS 9.59 ECO 10.18	Evidence Ranked
96	M micro-agent @builderio_micro_agent Builder GHPKGDOCTRUST· partial coverage	—	34.02 SCORE	GH 59.28 PKG 28.33 DEP — DOC 51 DIS — ECO —	Evidence Ranked
97	OpenDevin @opendevin↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+29	33.8 SCORE	GH 50.74 PKG — DEP — DOC 57 DIS 19.98 ECO 45.72	Evidence Ranked
99	AgentPilot @agentpilot↑ Strong upward move Operator GHECODOCTRUST· light coverage	+38	32.72 SCORE	GH 57.42 PKG — DEP — DOC 74 DIS — ECO 5.68	Evidence Ranked
103	N neo @4ier_neo Operator GHPKGDOCTRUST· partial coverage	—	32.04 SCORE	GH 57.78 PKG 21.9 DEP — DOC 49 DIS — ECO —	Evidence Ranked
112	OpenAgents @openagents↑ Strong upward move Framework GHECODOCHNTRUST· partial coverage	+20	31.09 SCORE	GH 60.6 PKG — DEP — DOC 68 DIS 9.59 ECO 1.06	Evidence Ranked
163	A agentlego @internlm_agentlego Operator GHPKGDOCTRUST· partial coverage	—	28.77 SCORE	GH 46.26 PKG 18.19 DEP — DOC 50 DIS — ECO —	Evidence Ranked
342	L Loyal-Elephie @v2rockets_loyal_elephie↑ Gaining ground Researcher GHDOCHNTRUST· light coverage	+5	24.44 SCORE	GH 39.71 PKG — DEP — DOC 37 DIS 3.58 ECO —	Evidence Ranked
351	AgentVerse @agentverse↑ Strong upward move Researcher GHECODOCHNTRUST· partial coverage	+37	24.38 SCORE	GH 24.4 PKG — DEP — DOC 9 DIS 38.87 ECO 42.77	Evidence Ranked
360	MemGPT @memgpt↑ Strong upward move Researcher GHECODOCHNTRUST· partial coverage	+10	24.28 SCORE	GH 20.1 PKG — DEP — DOC 55 DIS 21.78 ECO 21.52	Evidence Ranked

OpenClaw Agents

OperatorEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+19

78.64

CrewAI

BuilderEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+24

74

DSPy Agents

FrameworkEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+5

73.23

O

openai-agents-python

OperatorEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

—

70.26

AgentOps

EcosystemEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+30

65.11

Camel AI Agents

ResearcherEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

+14

63.72

A

agentscope

OperatorEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

—

63.04

AgentScope

ResearcherEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

+16

62.95

B

browser-use

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

61

OpenHands

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+12

60.28

H

haystack

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

57.24

M

MinerU

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

56.35

O

openclaude

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

54.83

O

oh-my-claudecode

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

54.81

Aider

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+11

54.77

N

nanobot

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

54.53

G

gpt-researcher

ResearcherEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

54.31

Open Interpreter

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+16

52.96

LangChain Agents

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+33

52.46

S

swarms

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

51.32

Langroid

ResearcherEvidence Ranked

GHPKGECODOCTRUST· partial coverage

+22

50.75

A

agency-swarm

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

50.5

A

agent-device

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

49.67

Swarms AI

FrameworkEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

49.62

AutoGPT

RebelEvidence Ranked

GHECODOCHNTRUST· partial coverage

+36

49.06

G

gemini-cli

OperatorEvidence Ranked

PKGDOCHNTRUST· light coverage

—

48.93

AutoGen

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+23

48.49

A

agent-browser

OperatorEvidence Ranked

PKGDOCHNTRUST· light coverage

—

46.77

M

manifest

TraderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

46.72

D

dify

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

45.92

M

mindsdb

ResearcherEvidence Ranked

GHDOCHNTRUST· light coverage

—

45.91

C

career-ops

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

45.43

F

firecrawl

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

45.43

H

http2-wrapper

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

45.41

Flowise

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+18

45.07

A

A2A

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

45.05

R

ruflo

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

44.86

O

open-multi-agent

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

44.8

S

Stirrup

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

44.8

A

agentsys

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

44.66

D

deer-flow

BuilderEvidence Ranked

GHDOCTRUST· light coverage

—

44.62

L

lobehub

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

44.54

AutoGen Studio

EcosystemEvidence Ranked

GHECODOCHNTRUST· partial coverage

+16

44.44

N

nocobase

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

44.41

LangGraph

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+21

44.16

B

budibase

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.9

C

CowAgent

OperatorEvidence Ranked

GHDOCTRUST· light coverage

—

43.76

B

bub

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

43.52

P

ppt-master

OperatorEvidence Ranked

GHDOCTRUST· light coverage

—

43.09

C

ChatDev

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.07

A

agents

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.04

C

cognee

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

42.96

O

opik

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

42.94

H

hive

BuilderEvidence Ranked

GHDOCTRUST· light coverage

—

42.89

Semantic Kernel

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+19

42.85

O

open-autonomy

TraderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

42.39

C

camel

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

42

LLMWare Agents

FrameworkEvidence Ranked

GHDOCHNTRUST· light coverage

+13

41.98

G

goose

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

41.63

A

agent-zero

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

41.5

Q

QwenPaw

OperatorEvidence Ranked

GHDOCTRUST· light coverage

—

41.46

O

OpenJudge

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

41.44

Autonolas Agents

TraderEvidence Ranked

GHPKGECODOCTRUST· partial coverage

+40

41.28

P

pentagi

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

41.13

A

adk-python

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

40.89

SuperAGI

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+22

40.81

A

awesome-llm-apps

ResearcherEvidence Ranked

GHDOCHNTRUST· light coverage

—

40.75

A

activepieces

BuilderEvidence Ranked

GHDOCTRUST· light coverage

—

40.4

1

1Panel

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

40.17

G

golembot

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

39.96

L

last30days-skill

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

39.82

Marvin AI

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

+27

39.56

O

Ori-Mnemos

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

39.44

MetaGPT

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+7

39.38

F

fireworks-tech-graph

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

39.2

E

experts

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

39.04

Agenta

InfraEvidence Ranked

GHECODOCHNTRUST· partial coverage

+5

38.56

T

takopi

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

38.23

Sweep AI

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+21

38.07

GPT Engineer

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+13

37.89

AgentLab

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

+5

37.74

C

cognithor

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

37.43

TaskWeaver

FrameworkEvidence Ranked

GHDOCHNTRUST· light coverage

+21

37.05

N

nothumanallowed

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

36.93

Superagent

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+24

36.59

A

a2a-adapter

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

36.46

A

airut

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

36.32

Devika

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+21

36.2

AgentGPT

ExplorerEvidence Ranked

GHECODOCHNTRUST· partial coverage

+12

35.86

O

OSA

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

35.59

BabyAGI

RebelEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+8

34.92

C

cave-agent

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

34.65

Fetch Agents

TraderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+24

34.11

M

micro-agent

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

34.02

OpenDevin

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+29

33.8

AgentPilot

OperatorEvidence Ranked

GHECODOCTRUST· light coverage

+38

32.72

103

N

neo

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

32.04

112

OpenAgents

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+20

31.09

163

A

agentlego

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

28.77

342

L

Loyal-Elephie

ResearcherEvidence Ranked

GHDOCHNTRUST· light coverage

+5

24.44

351

AgentVerse

ResearcherEvidence Ranked

GHECODOCHNTRUST· partial coverage

+37

24.38

360

MemGPT

ResearcherEvidence Ranked

GHECODOCHNTRUST· partial coverage

+10

24.28

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