TIER 02

Evidence Rankings

119 evidence-ranked · 1405 total indexed · 33 rising · updated 14m 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 #80 — Rose 40 spots.

↑ RISING NOW

#80Autonolas Agents

+40

#744AgentVerse

+37

#29AutoGPT

+36

#23LangChain Agents

+33

#5AgentOps

+30

Indexed by category

Operator454Builder292Researcher129Trader47Creator20Framework15Crypto10Ecosystem8Explorer8Developer8Infra7Rebel2

◆ Live Rankings

Rising Now

119 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	76.51 SCORE	GH 93 PKG 100 DEP 69.48 DOC 90 DIS 92.7 ECO 5.68	Evidence Ranked
2	CrewAI @crewai↑ Strong upward move Builder GHPKGDEPECODOCHNTRUST· broad coverage	+24	74.46 SCORE	GH 92.26 PKG 100 DEP 78.94 DOC 86 DIS 16.12 ECO 55.07	Evidence Ranked
3	O openai-agents-python @openai_openai_agents_python Operator GHPKGDEPDOCHNTRUST· broad coverage	—	71.77 SCORE	GH 94.96 PKG 100 DEP 88.15 DOC 71 DIS 22.8 ECO —	Evidence Ranked
4	DSPy Agents @dspyagents↑ Gaining ground Framework GHPKGDEPECODOCHNTRUST· broad coverage	+5	68.08 SCORE	GH 88.23 PKG 97.3 DEP 80.95 DOC 71 DIS 38.18 ECO 1.06	Evidence Ranked
5	AgentOps @agentops↑ Strong upward move Ecosystem GHPKGDEPECODOCHNTRUST· broad coverage	+30	63.09 SCORE	GH 69.49 PKG 76.66 DEP 76.55 DOC 87 DIS 19.71 ECO 43.95	Evidence Ranked
6	A agentscope @agentscope_ai_agentscope Operator GHPKGDEPDOCHNTRUST· broad coverage	—	59.89 SCORE	GH 86.33 PKG 73.78 DEP 65.37 DOC 84 DIS 6.77 ECO —	Evidence Ranked
7	Camel AI Agents @camelai↑ Strong upward move Researcher GHPKGDEPDOCHNTRUST· broad coverage	+14	59.76 SCORE	GH 83.39 PKG 65.94 DEP 64.05 DOC 92 DIS 21.08 ECO —	Evidence Ranked
8	AgentScope @agentscope↑ Strong upward move Researcher GHPKGDEPDOCHNTRUST· broad coverage	+16	59.71 SCORE	GH 86.33 PKG 73.56 DEP 64.54 DOC 84 DIS 6.77 ECO —	Evidence Ranked
9	OpenHands @openhands↑ Strong upward move Builder GHPKGECODOCHNTRUST· broad coverage	+12	59.66 SCORE	GH 92.84 PKG 91.43 DEP — DOC 65 DIS 15.59 ECO 47.85	Evidence Ranked
10	B browser-use @browser_use_browser_use Operator GHPKGDOCTRUST· partial coverage	—	59.44 SCORE	GH 93 PKG 100 DEP — DOC 69 DIS — ECO —	Evidence Ranked
11	H haystack @deepset_ai_haystack Builder GHPKGDOCHNTRUST· partial coverage	—	57.31 SCORE	GH 93.69 PKG 85.12 DEP — DOC 72 DIS 26.16 ECO —	Evidence Ranked
12	M MinerU @opendatalab_mineru Researcher GHPKGDOCHNTRUST· partial coverage	—	56.4 SCORE	GH 98.99 PKG 78.03 DEP — DOC 80 DIS 13.6 ECO —	Evidence Ranked
13	O oh-my-claudecode @yeachan_heo_oh_my_claudecode Builder GHPKGDOCTRUST· partial coverage	—	54.91 SCORE	GH 96.11 PKG 62 DEP — DOC 98 DIS — ECO —	Evidence Ranked
14	N nanobot @hkuds_nanobot Builder GHPKGDOCHNTRUST· partial coverage	—	54.79 SCORE	GH 99.05 PKG 62.07 DEP — DOC 89 DIS 21.85 ECO —	Evidence Ranked
15	C cognee @topoteretes_cognee Builder GHPKGDOCHNTRUST· partial coverage	—	54.6 SCORE	GH 83.37 PKG 71.9 DEP — DOC 94 DIS 26.88 ECO —	Evidence Ranked
16	Aider @aider↑ Strong upward move Builder GHPKGECODOCHNTRUST· broad coverage	+11	54.24 SCORE	GH 90.49 PKG 83.93 DEP — DOC 63 DIS 24.2 ECO 12.13	Evidence Ranked
17	S Stirrup @artificialanalysis_stirrup Operator GHPKGDEPDOCTRUST· partial coverage	—	53.78 SCORE	GH 63.3 PKG 63.21 DEP 70.67 DOC 75 DIS — ECO —	Evidence Ranked
18	G gpt-researcher @assafelovic_gpt_researcher Researcher GHPKGDOCTRUST· partial coverage	—	52.97 SCORE	GH 82.37 PKG 68.5 DEP — DOC 95 DIS — ECO —	Evidence Ranked
19	O openclaude @gitlawb_openclaude Builder GHPKGDOCHNTRUST· partial coverage	—	52.49 SCORE	GH 96.92 PKG 61.65 DEP — DOC 90 DIS 5.24 ECO —	Evidence Ranked
20	Q QwenPaw @agentscope_ai_qwenpaw Operator GHPKGDOCTRUST· partial coverage	—	51.85 SCORE	GH 92.92 PKG 64.92 DEP — DOC 71 DIS — ECO —	Evidence Ranked
21	O opencli @jackwener_opencli Operator GHPKGDOCHNTRUST· partial coverage	—	51.48 SCORE	GH 84.68 PKG 69.01 DEP — DOC 82 DIS 13.97 ECO —	Evidence Ranked
22	S swarms @kyegomez_swarms Operator GHPKGDOCTRUST· partial coverage	—	51.37 SCORE	GH 83.96 PKG 58.69 DEP — DOC 97 DIS — ECO —	Evidence Ranked
23	LangChain Agents @langchainagents↑ Strong upward move Framework GHECODOCHNTRUST· partial coverage	+33	50.91 SCORE	GH 93 PKG — DEP — DOC 69 DIS 37.95 ECO 85.22	Evidence Ranked
24	A agency-swarm @vrsen_agency_swarm Operator GHPKGDOCTRUST· partial coverage	—	50.27 SCORE	GH 81.74 PKG 65.46 DEP — DOC 78 DIS — ECO —	Evidence Ranked
25	Open Interpreter @openinterpreter↑ Strong upward move Builder GHPKGECODOCHNTRUST· broad coverage	+16	50.17 SCORE	GH 86.71 PKG 73.18 DEP — DOC 65 DIS 19.45 ECO 7.29	Evidence Ranked
26	Langroid @langroid↑ Strong upward move Researcher GHPKGECODOCTRUST· partial coverage	+22	48.31 SCORE	GH 71.87 PKG 60.06 DEP — DOC 97 DIS — ECO 13.91	Evidence Ranked
27	G gemini-cli @google_gemini_gemini_cli Operator PKGDOCHNTRUST· light coverage	—	48.26 SCORE	GH — PKG 89.85 DEP — DOC 78 DIS 76.65 ECO —	Evidence Ranked
28	S solace-agent-mesh @solacelabs_solace_agent_mesh Researcher GHPKGDOCHNTRUST· partial coverage	—	48.09 SCORE	GH 79.34 PKG 63.8 DEP — DOC 82 DIS 4.52 ECO —	Evidence Ranked
29	AutoGPT @autogpt↑ Strong upward move Rebel GHECODOCHNTRUST· partial coverage	+36	47.5 SCORE	GH 93 PKG — DEP — DOC 87 DIS 18.95 ECO 55.58	Evidence Ranked
30	AutoGen @autogen↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+23	47.38 SCORE	GH 87.7 PKG — DEP — DOC 90 DIS 17.97 ECO 63.05	Evidence Ranked
31	Swarms AI @swarms Framework GHPKGDOCHNTRUST· partial coverage	—	47.19 SCORE	GH 76.66 PKG 56.39 DEP — DOC 95 DIS 3.58 ECO —	Evidence Ranked
32	A agent-browser @vercel_labs_agent_browser Operator PKGDOCHNTRUST· light coverage	—	47.03 SCORE	GH — PKG 94.56 DEP — DOC 86 DIS 48.14 ECO —	Evidence Ranked
33	Nous Research — Hermes @nousresearch_hermes_agent Builder GHDOCHNTRUST· light coverage	—	46.87 SCORE	GH 93 PKG — DEP — DOC 82 DIS 53.81 ECO —	Evidence Ranked
34	Z zcf @ufomiao_zcf Builder GHPKGDOCTRUST· partial coverage	—	46.75 SCORE	GH 81.46 PKG 48.93 DEP — DOC 80 DIS — ECO —	Evidence Ranked
35	O obscura @h4ckf0r0day_obscura Operator GHDOCHNTRUST· light coverage	—	46.29 SCORE	GH 90.43 PKG — DEP — DOC 87 DIS 48.77 ECO —	Evidence Ranked
36	D dify @langgenius_dify Builder GHDOCHNTRUST· light coverage	—	45.73 SCORE	GH 100 PKG — DEP — DOC 83 DIS 28.58 ECO —	Evidence Ranked
37	M manifest @mnfst_manifest Trader GHPKGDOCHNTRUST· partial coverage	—	45.6 SCORE	GH 82.7 PKG 43.61 DEP — DOC 68 DIS 29.75 ECO —	Evidence Ranked
38	H http2-wrapper @szmarczak_http2_wrapper Operator GHPKGDOCTRUST· partial coverage	—	45.41 SCORE	GH 42.35 PKG 100 DEP — DOC 44 DIS — ECO —	Evidence Ranked
39	C career-ops @santifer_career_ops Builder GHDOCHNTRUST· light coverage	—	45.19 SCORE	GH 100 PKG — DEP — DOC 92 DIS 14.69 ECO —	Evidence Ranked
40	R ruflo @ruvnet_ruflo Builder GHDOCHNTRUST· light coverage	—	44.89 SCORE	GH 99.43 PKG — DEP — DOC 90 DIS 15.12 ECO —	Evidence Ranked
41	V Vibe-Trading @hkuds_vibe_trading Trader GHDOCTRUST· light coverage	—	44.56 SCORE	GH 94.01 PKG — DEP — DOC 93 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	D deer-flow @bytedance_deer_flow Builder GHDOCHNTRUST· light coverage	—	44.02 SCORE	GH 87.77 PKG — DEP — DOC 100 DIS 20.6 ECO —	Evidence Ranked
44	P ppt-master @hugohe3_ppt_master Operator GHDOCTRUST· light coverage	—	43.95 SCORE	GH 96.26 PKG — DEP — DOC 83 DIS — ECO —	Evidence Ranked
45	C connectonion @openonion_connectonion Operator GHPKGDOCHNTRUST· partial coverage	—	43.92 SCORE	GH 70.28 PKG 47.1 DEP — DOC 96 DIS 4.52 ECO —	Evidence Ranked
46	C CowAgent @zhayujie_cowagent Operator GHDOCTRUST· light coverage	—	43.79 SCORE	GH 99.54 PKG — DEP — DOC 75 DIS — ECO —	Evidence Ranked
47	F firecrawl @firecrawl_firecrawl Operator GHDOCHNTRUST· light coverage	—	43.74 SCORE	GH 99.69 PKG — DEP — DOC 79 DIS 15.28 ECO —	Evidence Ranked
48	M mindsdb @mindsdb_mindsdb Researcher GHDOCHNTRUST· light coverage	—	43.68 SCORE	GH 97.65 PKG — DEP — DOC 79 DIS 18.85 ECO —	Evidence Ranked
49	N nocobase @nocobase_nocobase Builder GHPKGDOCHNTRUST· partial coverage	—	43.57 SCORE	GH 92.99 PKG 26.68 DEP — DOC 78 DIS 14.8 ECO —	Evidence Ranked
50	C cascadeflow @lemony_ai_cascadeflow Operator GHPKGDOCHNTRUST· partial coverage	—	43.44 SCORE	GH 78.72 PKG 33.22 DEP — DOC 96 DIS 11.08 ECO —	Evidence Ranked
51	AutoGen Studio @autogenstudio↑ Strong upward move Ecosystem GHECODOCHNTRUST· partial coverage	+16	43.33 SCORE	GH 87.69 PKG — DEP — DOC 90 DIS 18.07 ECO 26.52	Evidence Ranked
52	O oh-my-pi @can1357_oh_my_pi Builder GHDOCTRUST· light coverage	—	43.32 SCORE	GH 90.46 PKG — DEP — DOC 89 DIS — ECO —	Evidence Ranked
53	G gastown @gastownhall_gastown Operator GHDOCHNTRUST· light coverage	—	43.13 SCORE	GH 90 PKG — DEP — DOC 85 DIS 23.14 ECO —	Evidence Ranked
54	A agents @wshobson_agents Builder GHDOCHNTRUST· light coverage	—	43.11 SCORE	GH 91.52 PKG — DEP — DOC 77 DIS 27.98 ECO —	Evidence Ranked
55	C ChatDev @openbmb_chatdev Operator GHDOCHNTRUST· light coverage	—	43.1 SCORE	GH 95.94 PKG — DEP — DOC 84 DIS 12.02 ECO —	Evidence Ranked
56	O OpenMontage @calesthio_openmontage Builder GHDOCHNTRUST· light coverage	—	43.07 SCORE	GH 91.78 PKG — DEP — DOC 71 DIS 33.05 ECO —	Evidence Ranked
57	A A2A @a2aproject_a2a Builder GHDOCHNTRUST· light coverage	—	42.93 SCORE	GH 93.11 PKG — DEP — DOC 78 DIS 22.15 ECO —	Evidence Ranked
58	O openyida @openyida_openyida Builder GHPKGDOCTRUST· partial coverage	—	42.67 SCORE	GH 57.3 PKG 50.7 DEP — DOC 88 DIS — ECO —	Evidence Ranked
59	H hermes-webui @nesquena_hermes_webui Researcher GHDOCTRUST· light coverage	—	42.65 SCORE	GH 90.41 PKG — DEP — DOC 83 DIS — ECO —	Evidence Ranked
60	LangGraph @langgraph↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+21	42.6 SCORE	GH 89.19 PKG — DEP — DOC 73 DIS 25.54 ECO 26.52	Evidence Ranked
61	O open-autonomy @valory_xyz_open_autonomy Trader GHPKGDOCTRUST· partial coverage	—	42.49 SCORE	GH 55.13 PKG 60.56 DEP — DOC 71 DIS — ECO —	Evidence Ranked
62	O open-multi-agent @jackchen_me_open_multi_agent Operator GHPKGDOCHNTRUST· partial coverage	—	42.32 SCORE	GH 85.68 PKG 35.07 DEP — DOC 73 DIS 6.34 ECO —	Evidence Ranked
63	Flowise @flowise↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+18	42.15 SCORE	GH 93 PKG — DEP — DOC 76 DIS 11.85 ECO 25.54	Evidence Ranked
64	O opik @comet_ml_opik Builder GHDOCHNTRUST· light coverage	—	41.88 SCORE	GH 91.13 PKG — DEP — DOC 79 DIS 15.67 ECO —	Evidence Ranked
65	A atopile @atopile_atopile Builder GHPKGDOCHNTRUST· partial coverage	—	41.81 SCORE	GH 69.66 PKG 52.59 DEP — DOC 49 DIS 22.83 ECO —	Evidence Ranked
65	G goose @aaif_goose_goose Builder GHDOCHNTRUST· light coverage	—	41.81 SCORE	GH 98.74 PKG — DEP — DOC 60 DIS 18.77 ECO —	Evidence Ranked
67	Semantic Kernel @semantickernel↑ Strong upward move Framework GHECODOCHNTRUST· partial coverage	+19	41.29 SCORE	GH 88.08 PKG — DEP — DOC 91 DIS 17.97 ECO 6.5	Evidence Ranked
68	A apex @pensarai_apex Operator GHPKGDOCHNTRUST· partial coverage	—	41.2 SCORE	GH 60.33 PKG 49.73 DEP — DOC 67 DIS 23.69 ECO —	Evidence Ranked
69	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
70	B budibase @budibase_budibase Builder GHDOCHNTRUST· light coverage	—	40.48 SCORE	GH 86.43 PKG — DEP — DOC 71 DIS 20.5 ECO —	Evidence Ranked
71	B bub @bubbuild_bub Operator GHPKGDOCHNTRUST· partial coverage	—	40.35 SCORE	GH 71.58 PKG 40.38 DEP — DOC 74 DIS 5.24 ECO —	Evidence Ranked
72	E experts @metaskills_experts Operator GHPKGDOCHNTRUST· partial coverage	—	40.3 SCORE	GH 47.62 PKG 54.19 DEP — DOC 70 DIS 29.1 ECO —	Evidence Ranked
73	1 1Panel @1panel_dev_1panel Operator GHDOCHNTRUST· light coverage	—	40.2 SCORE	GH 95.77 PKG — DEP — DOC 68 DIS 2.26 ECO —	Evidence Ranked
74	G golembot @0xranx_golembot Builder GHPKGDOCTRUST· partial coverage	—	40.06 SCORE	GH 59.79 PKG 36.98 DEP — DOC 87 DIS — ECO —	Evidence Ranked
75	A agent-zero @agent0ai_agent_zero Operator GHDOCHNTRUST· light coverage	—	39.95 SCORE	GH 85.01 PKG — DEP — DOC 82 DIS 7.5 ECO —	Evidence Ranked
76	A awesome-llm-apps @shubhamsaboo_awesome_llm_apps Researcher GHDOCHNTRUST· light coverage	—	39.86 SCORE	GH 95 PKG — DEP — DOC 62 DIS 6.77 ECO —	Evidence Ranked
77	F fireworks-tech-graph @yizhiyanhua_ai_fireworks_tech_graph Builder GHPKGDOCTRUST· partial coverage	—	39.81 SCORE	GH 84.74 PKG 26.39 DEP — DOC 56 DIS — ECO —	Evidence Ranked
78	O OpenJudge @agentscope_ai_openjudge Operator GHPKGDOCHNTRUST· partial coverage	—	39.63 SCORE	GH 65.34 PKG 42.36 DEP — DOC 79 DIS 2.26 ECO —	Evidence Ranked
79	P pentagi @vxcontrol_pentagi Operator GHDOCHNTRUST· light coverage	—	39.57 SCORE	GH 83.79 PKG — DEP — DOC 85 DIS 3.58 ECO —	Evidence Ranked
80	Autonolas Agents @autonolas↑ Strong upward move Trader GHPKGECODOCTRUST· partial coverage	+40	39.49 SCORE	GH 48.05 PKG 59.06 DEP — DOC 71 DIS — ECO 10.18	Evidence Ranked
81	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
82	A adk-python @google_adk_python Builder GHDOCHNTRUST· light coverage	—	39.34 SCORE	GH 85.47 PKG — DEP — DOC 75 DIS 8.09 ECO —	Evidence Ranked
83	L last30days-skill @mvanhorn_last30days_skill Builder GHDOCHNTRUST· light coverage	—	39.29 SCORE	GH 86.03 PKG — DEP — DOC 66 DIS 15.51 ECO —	Evidence Ranked
84	A agentsys @agent_sh_agentsys Builder GHPKGDOCHNTRUST· partial coverage	—	39.2 SCORE	GH 67.77 PKG 30.37 DEP — DOC 92 DIS 4.52 ECO —	Evidence Ranked
85	N nekro-agent @kromiose_nekro_agent Builder GHPKGDOCTRUST· partial coverage	—	39.05 SCORE	GH 67.07 PKG 31.17 DEP — DOC 75 DIS — ECO —	Evidence Ranked
86	C cognithor @alex8791_cyber_cognithor Operator GHPKGDOCTRUST· partial coverage	—	38.84 SCORE	GH 54.57 PKG 32.21 DEP — DOC 96 DIS — ECO —	Evidence Ranked
87	A activepieces @activepieces_activepieces Builder GHDOCHNTRUST· light coverage	—	38.69 SCORE	GH 86.3 PKG — DEP — DOC 57 DIS 18.63 ECO —	Evidence Ranked
88	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
89	Agenta @agenta↑ Gaining ground Infra GHECODOCHNTRUST· partial coverage	+5	37 SCORE	GH 72.73 PKG — DEP — DOC 83 DIS 18.86 ECO 5.68	Evidence Ranked
90	O Ori-Mnemos @aayoawoyemi_ori_mnemos Operator GHPKGDOCHNTRUST· partial coverage	—	36.98 SCORE	GH 59.21 PKG 32.76 DEP — DOC 83 DIS 5.84 ECO —	Evidence Ranked
91	N nothumanallowed @adoslabsproject_gif_nothumanallowed Operator GHPKGDOCHNTRUST· partial coverage	—	36.51 SCORE	GH 52.09 PKG 50.96 DEP — DOC 58 DIS 4.52 ECO —	Evidence Ranked
92	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
94	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
95	T takopi @banteg_takopi Builder GHPKGDOCHNTRUST· partial coverage	—	35.72 SCORE	GH 62.02 PKG 37.95 DEP — DOC 58 DIS 3.58 ECO —	Evidence Ranked
96	BabyAGI @babyagi↑ Strong upward move Rebel GHPKGECODOCHNTRUST· broad coverage	+8	35.6 SCORE	GH 75.78 PKG 29.85 DEP — DOC 37 DIS 17.09 ECO 15.02	Evidence Ranked
97	Sweep AI @sweepai↑ Strong upward move Builder GHPKGECODOCHNTRUST· broad coverage	+21	35.15 SCORE	GH 70.94 PKG 22.97 DEP — DOC 31 DIS 22.66 ECO 34.87	Evidence Ranked
98	A a2a-adapter @hybroai_a2a_adapter Builder GHPKGDOCTRUST· partial coverage	—	35.12 SCORE	GH 49.85 PKG 30.2 DEP — DOC 76 DIS — ECO —	Evidence Ranked
99	M micro-agent @builderio_micro_agent Builder GHPKGDOCTRUST· partial coverage	—	34.56 SCORE	GH 59.33 PKG 30.7 DEP — DOC 51 DIS — ECO —	Evidence Ranked
100	Superagent @superagent↑ Strong upward move Framework GHECODOCHNTRUST· partial coverage	+24	34.55 SCORE	GH 71.66 PKG — DEP — DOC 78 DIS 8.6 ECO 1.06	Evidence Ranked
101	AgentLab @agentlab↑ Gaining ground Researcher GHPKGDOCHNTRUST· partial coverage	+5	34.31 SCORE	GH 53.45 PKG 34.25 DEP — DOC 65 DIS 8.35 ECO —	Evidence Ranked
102	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
102	A airut @airutorg_airut Builder GHPKGDOCHNTRUST· partial coverage	—	33.8 SCORE	GH 47.24 PKG 33.96 DEP — DOC 76 DIS 5.84 ECO —	Evidence Ranked
105	O OSA @aimclub_osa Builder GHPKGDOCTRUST· partial coverage	—	33.59 SCORE	GH 54.46 PKG 22.19 DEP — DOC 69 DIS — ECO —	Evidence Ranked
106	A ant-ai @idea_idsia_ant_ai Builder GHPKGDOCTRUST· partial coverage	—	33.36 SCORE	GH 29.94 PKG 42.17 DEP — DOC 76 DIS — ECO —	Evidence Ranked
107	C cave-agent @acodercat_cave_agent Operator GHPKGDOCTRUST· partial coverage	—	33.15 SCORE	GH 46.88 PKG 24.31 DEP — DOC 76 DIS — ECO —	Evidence Ranked
108	A AutoHedge @the_swarm_corporation_autohedge Trader GHPKGDOCHNTRUST· partial coverage	—	32.66 SCORE	GH 66.96 PKG 24.89 DEP — DOC 48 DIS 2.26 ECO —	Evidence Ranked
110	Fetch Agents @fetchagents↑ Strong upward move Trader GHECODOCHNTRUST· partial coverage	+24	32.55 SCORE	GH 66.59 PKG — DEP — DOC 60 DIS 9.59 ECO 10.18	Evidence Ranked
111	OpenAgents @openagents↑ Strong upward move Framework GHECODOCHNTRUST· partial coverage	+20	32.52 SCORE	GH 60.6 PKG — DEP — DOC 68 DIS 22.44 ECO 1.06	Evidence Ranked
118	N neo @4ier_neo Operator GHPKGDOCTRUST· partial coverage	—	31.48 SCORE	GH 57.78 PKG 21.9 DEP — DOC 44 DIS — ECO —	Evidence Ranked
138	A a2a-editor @open_resource_discovery_a2a_editor Builder GHPKGDOCHNTRUST· partial coverage	—	30.77 SCORE	GH 39.78 PKG 41.94 DEP — DOC 49 DIS 4.52 ECO —	Evidence Ranked
175	V visual-ui-debug-agent-mcp @samihalawa_visual_ui_debug_agent_mcp Operator GHPKGDOCTRUST· partial coverage	—	29.6 SCORE	GH 41.89 PKG 14.33 DEP — DOC 74 DIS — ECO —	Evidence Ranked
178	S spm-agent-nodejs @sematext_spm_agent_nodejs Builder GHPKGDOCTRUST· partial coverage	—	29.51 SCORE	GH 32.03 PKG 35.75 DEP — DOC 50 DIS — ECO —	Evidence Ranked
201	B browsernode @leoning60_browsernode Operator GHPKGDOCHNTRUST· partial coverage	—	28.91 SCORE	GH 51.86 PKG 19.11 DEP — DOC 56 DIS 2.26 ECO —	Evidence Ranked
229	A agentlego @internlm_agentlego Operator GHPKGDOCTRUST· partial coverage	—	28.4 SCORE	GH 46.26 PKG 16.53 DEP — DOC 50 DIS — ECO —	Evidence Ranked
259	A AgentGuard @dipampaul17_agentguard Trader GHPKGDOCHNTRUST· partial coverage	—	27.76 SCORE	GH 36.18 PKG 20.65 DEP — DOC 56 DIS 20.17 ECO —	Evidence Ranked
363	MemGPT @memgpt↑ Strong upward move Researcher GHECODOCHNTRUST· partial coverage	+10	25.64 SCORE	GH 20.1 PKG — DEP — DOC 55 DIS 34.03 ECO 21.52	Evidence Ranked
509	D deterministic-agent-control-protocol @elliot35_deterministic_agent_control_protocol Builder GHPKGDOCHNTRUST· partial coverage	—	23.61 SCORE	GH 32.12 PKG 14.33 DEP — DOC 56 DIS 3.58 ECO —	Evidence Ranked
744	AgentVerse @agentverse↑ Strong upward move Researcher GHECODOCHNTRUST· partial coverage	+37	21.38 SCORE	GH 24.4 PKG — DEP — DOC 9 DIS 11.85 ECO 42.77	Evidence Ranked
839	S SkymelADKJs @skymel_inc_skymeladkjs Operator GHPKGDOCTRUST· partial coverage	—	20.28 SCORE	GH 10.69 PKG 7.57 DEP — DOC 66 DIS — ECO —	Evidence Ranked

OpenClaw Agents

OperatorEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+19

76.51

CrewAI

BuilderEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+24

74.46

O

openai-agents-python

OperatorEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

—

71.77

DSPy Agents

FrameworkEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+5

68.08

AgentOps

EcosystemEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+30

63.09

A

agentscope

OperatorEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

—

59.89

Camel AI Agents

ResearcherEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

+14

59.76

AgentScope

ResearcherEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

+16

59.71

OpenHands

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+12

59.66

B

browser-use

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

59.44

H

haystack

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

57.31

M

MinerU

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

56.4

O

oh-my-claudecode

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

54.91

N

nanobot

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

54.79

C

cognee

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

54.6

Aider

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+11

54.24

S

Stirrup

OperatorEvidence Ranked

GHPKGDEPDOCTRUST· partial coverage

—

53.78

G

gpt-researcher

ResearcherEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

52.97

O

openclaude

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

52.49

Q

QwenPaw

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

51.85

O

opencli

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

51.48

S

swarms

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

51.37

LangChain Agents

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+33

50.91

A

agency-swarm

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

50.27

Open Interpreter

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+16

50.17

Langroid

ResearcherEvidence Ranked

GHPKGECODOCTRUST· partial coverage

+22

48.31

G

gemini-cli

OperatorEvidence Ranked

PKGDOCHNTRUST· light coverage

—

48.26

S

solace-agent-mesh

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

48.09

AutoGPT

RebelEvidence Ranked

GHECODOCHNTRUST· partial coverage

+36

47.5

AutoGen

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+23

47.38

Swarms AI

FrameworkEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

47.19

A

agent-browser

OperatorEvidence Ranked

PKGDOCHNTRUST· light coverage

—

47.03

Nous Research — Hermes

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

46.87

Z

zcf

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

46.75

O

obscura

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

46.29

D

dify

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

45.73

M

manifest

TraderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

45.6

H

http2-wrapper

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

45.41

C

career-ops

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

45.19

R

ruflo

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

44.89

V

Vibe-Trading

TraderEvidence Ranked

GHDOCTRUST· light coverage

—

44.56

L

lobehub

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

44.54

D

deer-flow

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

44.02

P

ppt-master

OperatorEvidence Ranked

GHDOCTRUST· light coverage

—

43.95

C

connectonion

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

43.92

C

CowAgent

OperatorEvidence Ranked

GHDOCTRUST· light coverage

—

43.79

F

firecrawl

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.74

M

mindsdb

ResearcherEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.68

N

nocobase

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

43.57

C

cascadeflow

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

43.44

AutoGen Studio

EcosystemEvidence Ranked

GHECODOCHNTRUST· partial coverage

+16

43.33

O

oh-my-pi

BuilderEvidence Ranked

GHDOCTRUST· light coverage

—

43.32

G

gastown

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.13

A

agents

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.11

C

ChatDev

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.1

O

OpenMontage

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.07

A

A2A

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

42.93

O

openyida

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

42.67

H

hermes-webui

ResearcherEvidence Ranked

GHDOCTRUST· light coverage

—

42.65

LangGraph

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+21

42.6

O

open-autonomy

TraderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

42.49

O

open-multi-agent

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

42.32

Flowise

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+18

42.15

O

opik

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

41.88

A

atopile

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

41.81

G

goose

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

41.81

Semantic Kernel

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+19

41.29

A

apex

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

41.2

SuperAGI

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+22

40.81

B

budibase

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

40.48

B

bub

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

40.35

E

experts

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

40.3

1

1Panel

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

40.2

G

golembot

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

40.06

A

agent-zero

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

39.95

A

awesome-llm-apps

ResearcherEvidence Ranked

GHDOCHNTRUST· light coverage

—

39.86

F

fireworks-tech-graph

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

39.81

O

OpenJudge

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

39.63

P

pentagi

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

39.57

Autonolas Agents

TraderEvidence Ranked

GHPKGECODOCTRUST· partial coverage

+40

39.49

MetaGPT

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+7

39.38

A

adk-python

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

39.34

L

last30days-skill

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

39.29

A

agentsys

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

39.2

N

nekro-agent

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

39.05

C

cognithor

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

38.84

A

activepieces

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

38.69

GPT Engineer

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+13

37.89

Agenta

InfraEvidence Ranked

GHECODOCHNTRUST· partial coverage

+5

37

O

Ori-Mnemos

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

36.98

N

nothumanallowed

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

36.51

Devika

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+21

36.2

AgentGPT

ExplorerEvidence Ranked

GHECODOCHNTRUST· partial coverage

+12

35.86

T

takopi

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

35.72

BabyAGI

RebelEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+8

35.6

Sweep AI

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+21

35.15

A

a2a-adapter

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

35.12

M

micro-agent

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

34.56

100

Superagent

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+24

34.55

101

AgentLab

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

+5

34.31

102

OpenDevin

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+29

33.8

102

A

airut

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

33.8

105

O

OSA

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

33.59

106

A

ant-ai

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

33.36

107

C

cave-agent

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

33.15

108

A

AutoHedge

TraderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

32.66

110

Fetch Agents

TraderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+24

32.55

111

OpenAgents

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+20

32.52

118

N

neo

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

31.48

138

A

a2a-editor

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

30.77

175

V

visual-ui-debug-agent-mcp

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

29.6

178

S

spm-agent-nodejs

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

29.51

201

B

browsernode

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

28.91

229

A

agentlego

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

28.4

259

A

AgentGuard

TraderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

27.76

363

MemGPT

ResearcherEvidence Ranked

GHECODOCHNTRUST· partial coverage

+10

25.64

509

D

deterministic-agent-control-protocol

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

23.61

744

AgentVerse

ResearcherEvidence Ranked

GHECODOCHNTRUST· partial coverage

+37

21.38

839

S

SkymelADKJs

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

20.28

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