TIER 02

Evidence Rankings

170 evidence-ranked · 1437 total indexed · 35 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

openai-agents-python holds firm at #1. Operator-class agents hold 2 of the top 5 spots. Autonolas Agents climbed +40 to #110 — Rose 40 spots.

↑ RISING NOW

#110Autonolas Agents

+40

#838AgentVerse

+37

#38AutoGPT

+36

#30LangChain Agents

+33

#7AgentOps

+30

Indexed by category

Operator429Builder320Researcher134Trader49Creator17Framework12Crypto10Explorer8Infra7Ecosystem6Developer6Rebel2

◆ Live Rankings

Rising Now

170 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	O openai-agents-python @openai_openai_agents_python Operator GHPKGDEPDOCHNTRUST· broad coverage	—	72.5 SCORE	GH 95.39 PKG 100 DEP 89.95 DOC 74 DIS 22.8 ECO —	Evidence Ranked
2	CrewAI @crewai↑ Strong upward move Builder GHPKGDEPECODOCHNTRUST· broad coverage	+24	71.64 SCORE	GH 87.26 PKG 91.35 DEP 80.21 DOC 86 DIS 16.12 ECO 55.07	Evidence Ranked
3	OpenClaw Agents @openclaw↑ Strong upward move Operator GHPKGDEPECODOCHNTRUST· broad coverage	+19	71.5 SCORE	GH 88 PKG 100 DEP 69.69 DOC 84 DIS 63.27 ECO 5.68	Evidence Ranked
4	A adk-python @google_adk_python Builder GHPKGDEPDOCHNTRUST· broad coverage	—	67.13 SCORE	GH 80.47 PKG 100 DEP 82.08 DOC 82 DIS 8.09 ECO —	Evidence Ranked
5	DSPy Agents @dspyagents↑ Gaining ground Framework GHPKGDEPECODOCHNTRUST· broad coverage	+5	66.57 SCORE	GH 83.23 PKG 97.98 DEP 81.15 DOC 71 DIS 32.91 ECO 1.06	Evidence Ranked
6	A a2a-python @a2aproject_a2a_python Builder GHPKGDEPDOCTRUST· partial coverage	—	66.35 SCORE	GH 75.99 PKG 100 DEP 82.12 DOC 72 DIS — ECO —	Evidence Ranked
7	AgentOps @agentops↑ Strong upward move Ecosystem GHPKGDEPECODOCHNTRUST· broad coverage	+30	63.12 SCORE	GH 69.49 PKG 76.66 DEP 76.74 DOC 87 DIS 19.71 ECO 43.95	Evidence Ranked
8	B browser-use @browser_use_browser_use Operator GHPKGDOCHNTRUST· partial coverage	—	60.48 SCORE	GH 88 PKG 100 DEP — DOC 61 DIS 47.3 ECO —	Evidence Ranked
9	Camel AI Agents @camelai↑ Strong upward move Researcher GHPKGDEPDOCHNTRUST· broad coverage	+14	60.03 SCORE	GH 78.39 PKG 63.72 DEP 64.14 DOC 92 DIS 37.82 ECO —	Evidence Ranked
10	A agentscope @agentscope_ai_agentscope Operator GHPKGDEPDOCHNTRUST· broad coverage	—	59.56 SCORE	GH 81.33 PKG 78.98 DEP 65.75 DOC 80 DIS 6.77 ECO —	Evidence Ranked
11	AgentScope @agentscope↑ Strong upward move Researcher GHPKGDEPDOCHNTRUST· broad coverage	+16	58.6 SCORE	GH 81.33 PKG 73.56 DEP 64.54 DOC 84 DIS 6.77 ECO —	Evidence Ranked
12	OpenHands @openhands↑ Strong upward move Builder GHPKGECODOCHNTRUST· broad coverage	+12	58.55 SCORE	GH 87.84 PKG 91.43 DEP — DOC 65 DIS 15.59 ECO 47.85	Evidence Ranked
13	O opencli @jackwener_opencli Operator GHPKGDEPDOCHNTRUST· broad coverage	—	56.9 SCORE	GH 79.68 PKG 70 DEP 49.59 DOC 82 DIS 26.38 ECO —	Evidence Ranked
14	E E2B @e2b_dev_e2b Builder GHPKGDOCHNTRUST· partial coverage	—	56.62 SCORE	GH 74.96 PKG 98.74 DEP — DOC 51 DIS 51.15 ECO —	Evidence Ranked
15	H haystack @deepset_ai_haystack Builder GHPKGDOCHNTRUST· partial coverage	—	56.43 SCORE	GH 93.94 PKG 80.9 DEP — DOC 72 DIS 26.16 ECO —	Evidence Ranked
16	N nanobot @hkuds_nanobot Builder GHPKGDOCHNTRUST· partial coverage	—	54.87 SCORE	GH 99.41 PKG 62.07 DEP — DOC 89 DIS 21.85 ECO —	Evidence Ranked
17	M MinerU @opendatalab_mineru Researcher GHPKGDOCHNTRUST· partial coverage	—	54.72 SCORE	GH 99.12 PKG 67.66 DEP — DOC 80 DIS 18.91 ECO —	Evidence Ranked
18	O oh-my-claudecode @yeachan_heo_oh_my_claudecode Builder GHPKGDOCTRUST· partial coverage	—	54.66 SCORE	GH 96.35 PKG 60.64 DEP — DOC 98 DIS — ECO —	Evidence Ranked
19	S Stirrup @artificialanalysis_stirrup Operator GHPKGDEPDOCTRUST· partial coverage	—	54.5 SCORE	GH 64.17 PKG 63.21 DEP 71.81 DOC 78 DIS — ECO —	Evidence Ranked
20	O OpenViking @volcengine_openviking Builder GHPKGDOCTRUST· partial coverage	—	54.4 SCORE	GH 80.16 PKG 79.16 DEP — DOC 91 DIS — ECO —	Evidence Ranked
21	C cognee @topoteretes_cognee Builder GHPKGDOCHNTRUST· partial coverage	—	53.95 SCORE	GH 78.37 PKG 73.95 DEP — DOC 94 DIS 26.88 ECO —	Evidence Ranked
22	G gpt-researcher @assafelovic_gpt_researcher Researcher GHPKGDOCTRUST· partial coverage	—	53.19 SCORE	GH 82.37 PKG 68.5 DEP — DOC 97 DIS — ECO —	Evidence Ranked
23	O openclaude @gitlawb_openclaude Builder GHPKGDOCHNTRUST· partial coverage	—	52.5 SCORE	GH 97.5 PKG 61.65 DEP — DOC 89 DIS 5.24 ECO —	Evidence Ranked
24	Q QwenPaw @agentscope_ai_qwenpaw Operator GHPKGDOCTRUST· partial coverage	—	52.05 SCORE	GH 95.42 PKG 58.81 DEP — DOC 80 DIS — ECO —	Evidence Ranked
25	V Vibe-Trading @hkuds_vibe_trading Trader GHPKGDOCHNTRUST· partial coverage	—	51.55 SCORE	GH 96.38 PKG 49.59 DEP — DOC 81 DIS 30.99 ECO —	Evidence Ranked
26	Aider @aider↑ Strong upward move Builder GHPKGECODOCHNTRUST· broad coverage	+11	51.33 SCORE	GH 85.49 PKG 76.34 DEP — DOC 62 DIS 24.2 ECO 12.13	Evidence Ranked
27	Open Interpreter @openinterpreter↑ Strong upward move Builder GHPKGECODOCHNTRUST· broad coverage	+16	50.77 SCORE	GH 81.71 PKG 73.18 DEP — DOC 72 DIS 27.82 ECO 7.29	Evidence Ranked
28	A agency-swarm @vrsen_agency_swarm Operator GHPKGDOCTRUST· partial coverage	—	50.29 SCORE	GH 81.84 PKG 65.46 DEP — DOC 78 DIS — ECO —	Evidence Ranked
29	Swarms AI @swarms Framework GHPKGDOCHNTRUST· partial coverage	—	48.78 SCORE	GH 71.66 PKG 68.56 DEP — DOC 95 DIS 3.58 ECO —	Evidence Ranked
30	LangChain Agents @langchainagents↑ Strong upward move Framework GHECODOCHNTRUST· partial coverage	+33	48.63 SCORE	GH 88 PKG — DEP — DOC 69 DIS 27.42 ECO 85.22	Evidence Ranked
31	S swarms @kyegomez_swarms Operator GHPKGDOCHNTRUST· partial coverage	—	47.61 SCORE	GH 84.25 PKG 54.72 DEP — DOC 87 DIS 3.58 ECO —	Evidence Ranked
32	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
33	J judgeval @judgmentlabs_judgeval Builder GHPKGDOCTRUST· partial coverage	—	47.26 SCORE	GH 68.63 PKG 66.06 DEP — DOC 76 DIS — ECO —	Evidence Ranked
34	Langroid @langroid↑ Strong upward move Researcher GHPKGECODOCTRUST· partial coverage	+22	47.2 SCORE	GH 66.87 PKG 60.06 DEP — DOC 97 DIS — ECO 13.91	Evidence Ranked
35	M manifest @mnfst_manifest Trader GHPKGDOCHNTRUST· partial coverage	—	46.86 SCORE	GH 83.03 PKG 45.45 DEP — DOC 75 DIS 29.75 ECO —	Evidence Ranked
36	F firecrawl @firecrawl_firecrawl Operator GHDOCHNTRUST· light coverage	—	46.84 SCORE	GH 99.94 PKG — DEP — DOC 79 DIS 42.69 ECO —	Evidence Ranked
37	O OfficeCLI @iofficeai_officecli Operator GHDOCHNTRUST· light coverage	—	46.75 SCORE	GH 93.82 PKG — DEP — DOC 72 DIS 61.1 ECO —	Evidence Ranked
38	AutoGPT @autogpt↑ Strong upward move Rebel GHECODOCHNTRUST· partial coverage	+36	46.39 SCORE	GH 88 PKG — DEP — DOC 87 DIS 18.95 ECO 55.58	Evidence Ranked
39	L local-operator @damianvtran_local_operator Builder GHPKGDOCTRUST· partial coverage	—	46.08 SCORE	GH 57.09 PKG 66.77 DEP — DOC 87 DIS — ECO —	Evidence Ranked
40	S solace-agent-mesh @solacelabs_solace_agent_mesh Researcher GHPKGDOCHNTRUST· partial coverage	—	46.04 SCORE	GH 79.34 PKG 54.58 DEP — DOC 82 DIS 4.52 ECO —	Evidence Ranked
41	E evolver @evomap_evolver Operator GHPKGDOCHNTRUST· partial coverage	—	45.57 SCORE	GH 85.18 PKG 45.19 DEP — DOC 72 DIS 17.38 ECO —	Evidence Ranked
42	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
43	Z zcf @ufomiao_zcf Builder GHPKGDOCTRUST· partial coverage	—	45.37 SCORE	GH 81.45 PKG 42.71 DEP — DOC 80 DIS — ECO —	Evidence Ranked
44	R ruflo @ruvnet_ruflo Builder GHDOCHNTRUST· light coverage	—	45.29 SCORE	GH 99.65 PKG — DEP — DOC 90 DIS 18.35 ECO —	Evidence Ranked
45	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
46	A Anthropic-Cybersecurity-Skills @mukul975_anthropic_cybersecurity_skills Builder GHDOCHNTRUST· light coverage	—	44.93 SCORE	GH 95.49 PKG — DEP — DOC 93 DIS 20.39 ECO —	Evidence Ranked
47	D dify @langgenius_dify Builder GHDOCHNTRUST· light coverage	—	44.78 SCORE	GH 100 PKG — DEP — DOC 85 DIS 18.05 ECO —	Evidence Ranked
48	U unsloth @unslothai_unsloth Operator PKGDOCHNTRUST· light coverage	—	44.57 SCORE	GH — PKG 91.95 DEP — DOC 72 DIS 45.23 ECO —	Evidence Ranked
49	L lobehub @lobehub_lobehub Operator GHDOCHNTRUST· light coverage	—	44.54 SCORE	GH 100 PKG — DEP — DOC 92 DIS 8.82 ECO —	Evidence Ranked
50	P pydantic-ai @pydantic_pydantic_ai Operator PKGDOCHNTRUST· light coverage	—	44.46 SCORE	GH — PKG 96.61 DEP — DOC 88 DIS 18.92 ECO —	Evidence Ranked
51	O OpenMontage @calesthio_openmontage Builder GHDOCHNTRUST· light coverage	—	44.39 SCORE	GH 94.25 PKG — DEP — DOC 78 DIS 33.05 ECO —	Evidence Ranked
52	P ppt-master @hugohe3_ppt_master Operator GHDOCTRUST· light coverage	—	44.37 SCORE	GH 98.15 PKG — DEP — DOC 83 DIS — ECO —	Evidence Ranked
53	M medusa @pantheon_security_medusa Builder GHPKGDOCHNTRUST· partial coverage	—	44.3 SCORE	GH 62.08 PKG 46.3 DEP — DOC 100 DIS 21.97 ECO —	Evidence Ranked
54	O oh-my-pi @can1357_oh_my_pi Builder GHDOCTRUST· light coverage	—	44.27 SCORE	GH 94.72 PKG — DEP — DOC 89 DIS — ECO —	Evidence Ranked
55	O obscura @h4ckf0r0day_obscura Operator GHDOCHNTRUST· light coverage	—	44.02 SCORE	GH 92.89 PKG — DEP — DOC 87 DIS 23.44 ECO —	Evidence Ranked
56	C CowAgent @zhayujie_cowagent Operator GHDOCTRUST· light coverage	—	43.81 SCORE	GH 99.64 PKG — DEP — DOC 75 DIS — ECO —	Evidence Ranked
57	F fireworks-tech-graph @yizhiyanhua_ai_fireworks_tech_graph Builder GHPKGDOCTRUST· partial coverage	—	43.76 SCORE	GH 86.51 PKG 26.39 DEP — DOC 88 DIS — ECO —	Evidence Ranked
58	A airbyte @airbytehq_airbyte Builder GHDOCHNTRUST· light coverage	—	43.7 SCORE	GH 94.08 PKG — DEP — DOC 82 DIS 23.11 ECO —	Evidence Ranked
59	M mindsdb @mindsdb_mindsdb Researcher GHDOCHNTRUST· light coverage	—	43.69 SCORE	GH 97.7 PKG — DEP — DOC 79 DIS 18.85 ECO —	Evidence Ranked
60	C cascadeflow @lemony_ai_cascadeflow Operator GHPKGDOCHNTRUST· partial coverage	—	43.66 SCORE	GH 80.72 PKG 32.21 DEP — DOC 96 DIS 11.08 ECO —	Evidence Ranked
61	A agent-browser @vercel_labs_agent_browser Operator PKGDOCHNTRUST· light coverage	—	43.57 SCORE	GH — PKG 95.66 DEP — DOC 86 DIS 14.83 ECO —	Evidence Ranked
62	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
63	C connectonion @openonion_connectonion Operator GHPKGDOCHNTRUST· partial coverage	—	43.22 SCORE	GH 72.14 PKG 42.09 DEP — DOC 96 DIS 4.52 ECO —	Evidence Ranked
64	A agents @wshobson_agents Builder GHDOCHNTRUST· light coverage	—	43.18 SCORE	GH 91.81 PKG — DEP — DOC 77 DIS 27.98 ECO —	Evidence Ranked
65	O open-multi-agent @jackchen_me_open_multi_agent Operator GHPKGDOCHNTRUST· partial coverage	—	43.15 SCORE	GH 85.95 PKG 35.07 DEP — DOC 80 DIS 6.34 ECO —	Evidence Ranked
66	N nekro-agent @kromiose_nekro_agent Builder GHPKGDOCTRUST· partial coverage	—	43.06 SCORE	GH 68.59 PKG 47.68 DEP — DOC 75 DIS — ECO —	Evidence Ranked
67	A A2A @a2aproject_a2a Builder GHDOCHNTRUST· light coverage	—	42.99 SCORE	GH 93.37 PKG — DEP — DOC 78 DIS 22.15 ECO —	Evidence Ranked
68	N nocobase @nocobase_nocobase Builder GHPKGDOCHNTRUST· partial coverage	—	42.96 SCORE	GH 93.25 PKG 23.67 DEP — DOC 78 DIS 14.8 ECO —	Evidence Ranked
69	G gastown @gastownhall_gastown Operator GHDOCHNTRUST· light coverage	—	42.89 SCORE	GH 90.43 PKG — DEP — DOC 82 DIS 23.14 ECO —	Evidence Ranked
70	H hermes-webui @nesquena_hermes_webui Researcher GHDOCTRUST· light coverage	—	42.88 SCORE	GH 91.46 PKG — DEP — DOC 83 DIS — ECO —	Evidence Ranked
70	O openyida @openyida_openyida Builder GHPKGDOCTRUST· partial coverage	—	42.88 SCORE	GH 58.15 PKG 50.81 DEP — DOC 88 DIS — ECO —	Evidence Ranked
72	G gemini-cli @google_gemini_gemini_cli Operator PKGDOCHNTRUST· light coverage	—	42.77 SCORE	GH — PKG 89.54 DEP — DOC 78 DIS 27.82 ECO —	Evidence Ranked
72	L LangBot @langbot_app_langbot Researcher GHPKGDOCHNTRUST· partial coverage	—	42.77 SCORE	GH 77.46 PKG 41.73 DEP — DOC 83 DIS 3.58 ECO —	Evidence Ranked
74	E experts @metaskills_experts Operator GHPKGDOCHNTRUST· partial coverage	—	42.76 SCORE	GH 47.62 PKG 65.27 DEP — DOC 70 DIS 29.1 ECO —	Evidence Ranked
75	W WrenAI @canner_wrenai Builder GHDOCHNTRUST· light coverage	—	42.75 SCORE	GH 90.7 PKG — DEP — DOC 93 DIS 10.35 ECO —	Evidence Ranked
76	A atopile @atopile_atopile Builder GHPKGDOCHNTRUST· partial coverage	—	42.72 SCORE	GH 69.66 PKG 56.66 DEP — DOC 49 DIS 22.83 ECO —	Evidence Ranked
77	A apex @pensarai_apex Operator GHPKGDOCHNTRUST· partial coverage	—	42.41 SCORE	GH 60.63 PKG 50.88 DEP — DOC 75 DIS 23.69 ECO —	Evidence Ranked
78	C chunkhound @chunkhound_chunkhound Builder GHPKGDOCHNTRUST· partial coverage	—	42.04 SCORE	GH 70.87 PKG 46.12 DEP — DOC 68 DIS 16.41 ECO —	Evidence Ranked
79	O opik @comet_ml_opik Builder GHDOCHNTRUST· light coverage	—	42 SCORE	GH 91.66 PKG — DEP — DOC 79 DIS 15.67 ECO —	Evidence Ranked
80	G gitagent @open_gitagent_gitagent Trader GHPKGDOCHNTRUST· partial coverage	—	41.76 SCORE	GH 66.54 PKG 39.27 DEP — DOC 87 DIS 17.19 ECO —	Evidence Ranked
81	D deer-flow @bytedance_deer_flow Builder GHDOCHNTRUST· light coverage	—	41.73 SCORE	GH 82.77 PKG — DEP — DOC 100 DIS 10.07 ECO —	Evidence Ranked
82	Nous Research — Hermes @nousresearch_hermes_agent Builder GHDOCHNTRUST· light coverage	—	41.61 SCORE	GH 88 PKG — DEP — DOC 82 DIS 16.53 ECO —	Evidence Ranked
83	O open-autonomy @valory_xyz_open_autonomy Trader GHPKGDOCTRUST· partial coverage	—	41.32 SCORE	GH 55.27 PKG 55.19 DEP — DOC 71 DIS — ECO —	Evidence Ranked
84	G goose @aaif_goose_goose Builder GHDOCHNTRUST· light coverage	—	41.19 SCORE	GH 98.97 PKG — DEP — DOC 54 DIS 18.77 ECO —	Evidence Ranked
85	S sgr-agent-core @vamplabai_sgr_agent_core Researcher GHPKGDOCTRUST· partial coverage	—	41.17 SCORE	GH 70.22 PKG 33.55 DEP — DOC 83 DIS — ECO —	Evidence Ranked
86	Flowise @flowise↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+18	41.04 SCORE	GH 88 PKG — DEP — DOC 76 DIS 11.85 ECO 25.54	Evidence Ranked
87	LangGraph @langgraph↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+21	40.91 SCORE	GH 84.19 PKG — DEP — DOC 73 DIS 20.27 ECO 26.52	Evidence Ranked
88	H hive @aden_hive_hive Builder GHDOCHNTRUST· light coverage	—	40.76 SCORE	GH 78.02 PKG — DEP — DOC 86 DIS 24.8 ECO —	Evidence Ranked
89	B bb-browser @epiral_bb_browser Operator GHPKGDOCTRUST· partial coverage	—	40.57 SCORE	GH 70.14 PKG 46.41 DEP — DOC 52 DIS — ECO —	Evidence Ranked
90	B bub @bubbuild_bub Operator GHPKGDOCHNTRUST· partial coverage	—	40.43 SCORE	GH 71.93 PKG 40.38 DEP — DOC 74 DIS 5.24 ECO —	Evidence Ranked
91	A agentsys @agent_sh_agentsys Builder GHPKGDOCHNTRUST· partial coverage	—	40.42 SCORE	GH 68.53 PKG 35.11 DEP — DOC 92 DIS 4.52 ECO —	Evidence Ranked
92	1 1Panel @1panel_dev_1panel Operator GHDOCHNTRUST· light coverage	—	40.35 SCORE	GH 95.93 PKG — DEP — DOC 69 DIS 2.26 ECO —	Evidence Ranked
93	S servicenow-mcp @aartiq_servicenow_mcp Builder GHPKGDOCTRUST· partial coverage	—	40.19 SCORE	GH 61.47 PKG 45.39 DEP — DOC 68 DIS — ECO —	Evidence Ranked
94	Semantic Kernel @semantickernel↑ Strong upward move Framework GHECODOCHNTRUST· partial coverage	+19	40.18 SCORE	GH 83.08 PKG — DEP — DOC 91 DIS 17.97 ECO 6.5	Evidence Ranked
95	SuperAGI @superagi↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+22	39.88 SCORE	GH 75.89 PKG — DEP — DOC 59 DIS 11.19 ECO 56.95	Evidence Ranked
96	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
97	E eko @fellouai_eko Builder GHPKGDOCHNTRUST· partial coverage	—	39.85 SCORE	GH 68.38 PKG 40.65 DEP — DOC 68 DIS 12.61 ECO —	Evidence Ranked
98	X xtuner @internlm_xtuner Operator GHPKGDOCHNTRUST· partial coverage	—	39.5 SCORE	GH 80.7 PKG 37.92 DEP — DOC 56 DIS 2.26 ECO —	Evidence Ranked
99	S story-shot-agent @neopen_story_shot_agent Builder GHPKGDOCTRUST· partial coverage	—	39.46 SCORE	GH 56.58 PKG 34.49 DEP — DOC 93 DIS — ECO —	Evidence Ranked
100	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
101	B budibase @budibase_budibase Builder GHDOCHNTRUST· light coverage	—	39.37 SCORE	GH 81.43 PKG — DEP — DOC 71 DIS 20.5 ECO —	Evidence Ranked
102	G golembot @0xranx_golembot Builder GHPKGDOCHNTRUST· partial coverage	—	39.35 SCORE	GH 60.19 PKG 41.58 DEP — DOC 87 DIS 3.58 ECO —	Evidence Ranked
103	O openchatbi @zhongyu09_openchatbi Researcher GHPKGDOCTRUST· partial coverage	—	39.29 SCORE	GH 65.67 PKG 27.62 DEP — DOC 87 DIS — ECO —	Evidence Ranked
104	L last30days-skill @mvanhorn_last30days_skill Builder GHDOCHNTRUST· light coverage	—	38.91 SCORE	GH 81.03 PKG — DEP — DOC 81 DIS 7.16 ECO —	Evidence Ranked
105	M mcp-shrimp-task-manager @cjo4m06_mcp_shrimp_task_manager Builder GHPKGDOCTRUST· partial coverage	—	38.84 SCORE	GH 54.49 PKG 46.29 DEP — DOC 68 DIS — ECO —	Evidence Ranked
105	A agent-zero @agent0ai_agent_zero Operator GHDOCHNTRUST· light coverage	—	38.84 SCORE	GH 80.01 PKG — DEP — DOC 82 DIS 7.5 ECO —	Evidence Ranked
107	O OpenJudge @agentscope_ai_openjudge Operator GHPKGDOCHNTRUST· partial coverage	—	38.63 SCORE	GH 66.4 PKG 36.82 DEP — DOC 79 DIS 2.26 ECO —	Evidence Ranked
108	P pentagi @vxcontrol_pentagi Operator GHDOCHNTRUST· light coverage	—	38.46 SCORE	GH 78.79 PKG — DEP — DOC 85 DIS 3.58 ECO —	Evidence Ranked
109	M MIRIX @mirix_ai_mirix Operator GHPKGDOCHNTRUST· partial coverage	—	38.41 SCORE	GH 72.29 PKG 29.18 DEP — DOC 76 DIS 6.77 ECO —	Evidence Ranked
110	Autonolas Agents @autonolas↑ Strong upward move Trader GHPKGECODOCTRUST· partial coverage	+40	38.38 SCORE	GH 43.05 PKG 59.06 DEP — DOC 71 DIS — ECO 10.18	Evidence Ranked
111	W wcgw @rusiaaman_wcgw Builder GHPKGDOCTRUST· partial coverage	—	38.37 SCORE	GH 58.18 PKG 39.97 DEP — DOC 69 DIS — ECO —	Evidence Ranked
112	T Trinity-RFT @agentscope_ai_trinity_rft Operator GHPKGDOCTRUST· partial coverage	—	38.28 SCORE	GH 65.85 PKG 24.89 DEP — DOC 83 DIS — ECO —	Evidence Ranked
113	G genai-processors @google_gemini_genai_processors Creator GHPKGDOCHNTRUST· partial coverage	—	38.02 SCORE	GH 74.24 PKG 33.33 DEP — DOC 55 DIS 12.02 ECO —	Evidence Ranked
114	Agenta @agenta↑ Gaining ground Infra GHECODOCHNTRUST· partial coverage	+5	37.59 SCORE	GH 67.73 PKG — DEP — DOC 86 DIS 31.13 ECO 5.68	Evidence Ranked
115	A activepieces @activepieces_activepieces Builder GHDOCHNTRUST· light coverage	—	37.58 SCORE	GH 81.3 PKG — DEP — DOC 57 DIS 18.63 ECO —	Evidence Ranked
116	O Ori-Mnemos @aayoawoyemi_ori_mnemos Operator GHPKGDOCHNTRUST· partial coverage	—	37.41 SCORE	GH 52.23 PKG 41.68 DEP — DOC 83 DIS 5.84 ECO —	Evidence Ranked
117	GPT Engineer @gptengineer↑ Strong upward move Builder GHECODOCHNTRUST· partial coverage	+13	37.34 SCORE	GH 84.32 PKG — DEP — DOC 52 DIS 18.31 ECO 17.08	Evidence Ranked
117	A agentql-mcp @tinyfish_io_agentql_mcp Operator GHPKGDOCTRUST· partial coverage	—	37.34 SCORE	GH 57.13 PKG 34.89 DEP — DOC 72 DIS — ECO —	Evidence Ranked
119	Marvin AI @marvinai↑ Strong upward move Builder GHDOCHNTRUST· light coverage	+27	36.89 SCORE	GH 69.39 PKG — DEP — DOC 76 DIS 17.22 ECO —	Evidence Ranked
120	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
121	C cognithor @alex8791_cyber_cognithor Operator GHPKGDOCTRUST· partial coverage	—	36.09 SCORE	GH 54.87 PKG 19.53 DEP — DOC 96 DIS — ECO —	Evidence Ranked
122	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
123	AgentLab @agentlab↑ Gaining ground Researcher GHPKGDOCHNTRUST· partial coverage	+5	35.71 SCORE	GH 53.45 PKG 38.06 DEP — DOC 70 DIS 8.35 ECO —	Evidence Ranked
124	M MemOS @memtensor_memos Researcher GHPKGDOCHNTRUST· partial coverage	—	35.68 SCORE	GH 86.79 PKG 0 DEP — DOC 84 DIS 3.58 ECO —	Evidence Ranked
125	C core @cheshire_cat_ai_core Operator GHPKGDOCHNTRUST· partial coverage	—	35.61 SCORE	GH 70.61 PKG 29.76 DEP — DOC 30 DIS 29.72 ECO —	Evidence Ranked
126	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
127	S skillport @gotalab_skillport Builder GHPKGDOCTRUST· partial coverage	—	35.54 SCORE	GH 53.82 PKG 40.11 DEP — DOC 52 DIS — ECO —	Evidence Ranked
128	D django-ai-assistant @vintasoftware_django_ai_assistant Operator GHPKGDOCTRUST· partial coverage	—	35.15 SCORE	GH 49.73 PKG 41.94 DEP — DOC 53 DIS — ECO —	Evidence Ranked
128	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
130	N nothumanallowed @adoslabsproject_gif_nothumanallowed Operator GHPKGDOCHNTRUST· partial coverage	—	35.04 SCORE	GH 44.98 PKG 50.96 DEP — DOC 59 DIS 4.52 ECO —	Evidence Ranked
131	C cave-agent @acodercat_cave_agent Operator GHPKGDOCTRUST· partial coverage	—	35.02 SCORE	GH 55.15 PKG 22.46 DEP — DOC 80 DIS — ECO —	Evidence Ranked
133	C camel @camel_ai_camel Operator GHPKGDOCHNTRUST· partial coverage	—	34.89 SCORE	GH 78.39 PKG 0 DEP — DOC 92 DIS 5.24 ECO —	Evidence Ranked
134	T takopi @banteg_takopi Builder GHPKGDOCHNTRUST· partial coverage	—	34.64 SCORE	GH 57.16 PKG 37.95 DEP — DOC 58 DIS 3.58 ECO —	Evidence Ranked
135	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
136	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
138	A a2a-adapter @hybroai_a2a_adapter Builder GHPKGDOCTRUST· partial coverage	—	33.82 SCORE	GH 50.98 PKG 30.2 DEP — DOC 62 DIS — ECO —	Evidence Ranked
139	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
140	R RAGElo @zetaalphavector_ragelo Researcher GHPKGDOCHNTRUST· partial coverage	—	33.73 SCORE	GH 51.55 PKG 30.54 DEP — DOC 71 DIS 8.35 ECO —	Evidence Ranked
141	O OSA @aimclub_osa Builder GHPKGDOCTRUST· partial coverage	—	33.54 SCORE	GH 54.55 PKG 21.9 DEP — DOC 69 DIS — ECO —	Evidence Ranked
142	H HippocampAI @rexdivakar_hippocampai Operator GHPKGDOCTRUST· partial coverage	—	33.5 SCORE	GH 48.71 PKG 19.53 DEP — DOC 85 DIS — ECO —	Evidence Ranked
143	N ntfy-me-mcp @gitmotion_ntfy_me_mcp Trader GHPKGDOCTRUST· partial coverage	—	33.28 SCORE	GH 36.62 PKG 34.63 DEP — DOC 77 DIS — ECO —	Evidence Ranked
146	A AutoHedge @the_swarm_corporation_autohedge Trader GHPKGDOCHNTRUST· partial coverage	—	33.06 SCORE	GH 63.46 PKG 30.7 DEP — DOC 47 DIS 2.26 ECO —	Evidence Ranked
147	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
150	O OpenContext @0xranx_opencontext Builder GHPKGDOCHNTRUST· partial coverage	—	32.29 SCORE	GH 57.06 PKG 18.19 DEP — DOC 62 DIS 18.07 ECO —	Evidence Ranked
155	A airut @airutorg_airut Builder GHPKGDOCHNTRUST· partial coverage	—	31.9 SCORE	GH 47.58 PKG 25.07 DEP — DOC 76 DIS 5.84 ECO —	Evidence Ranked
157	V visual-ui-debug-agent-mcp @samihalawa_visual_ui_debug_agent_mcp Operator GHPKGDOCTRUST· partial coverage	—	31.68 SCORE	GH 41.96 PKG 25.6 DEP — DOC 70 DIS — ECO —	Evidence Ranked
160	S sleepless-agent @context_machine_lab_sleepless_agent Builder GHPKGDOCTRUST· partial coverage	—	31.57 SCORE	GH 55.51 PKG 9.55 DEP — DOC 74 DIS — ECO —	Evidence Ranked
164	Fetch Agents @fetchagents↑ Strong upward move Trader GHECODOCHNTRUST· partial coverage	+24	31.44 SCORE	GH 61.59 PKG — DEP — DOC 60 DIS 9.59 ECO 10.18	Evidence Ranked
170	A atlas-mcp-server @cyanheads_atlas_mcp_server Researcher GHPKGDOCTRUST· partial coverage	—	31.26 SCORE	GH 43.3 PKG 23.89 DEP — DOC 67 DIS — ECO —	Evidence Ranked
173	S spm-agent-nodejs @sematext_spm_agent_nodejs Builder GHPKGDOCTRUST· partial coverage	—	31.09 SCORE	GH 32.03 PKG 42.89 DEP — DOC 50 DIS — ECO —	Evidence Ranked
191	S sdk @openserv_labs_sdk Operator GHPKGDOCHNTRUST· partial coverage	—	30.66 SCORE	GH 36.56 PKG 26.96 DEP — DOC 59 DIS 29.92 ECO —	Evidence Ranked
191	S swarms-cloud @the_swarm_corporation_swarms_cloud↑ Gaining ground Researcher GHPKGDOCTRUST· partial coverage	+5	30.66 SCORE	GH 43.51 PKG 20.98 DEP — DOC 67 DIS — ECO —	Evidence Ranked
201	A ant-ai @idea_idsia_ant_ai Builder GHPKGDOCTRUST· partial coverage	—	30.38 SCORE	GH 29.94 PKG 28.77 DEP — DOC 76 DIS — ECO —	Evidence Ranked
202	N neo @4ier_neo Operator GHPKGDOCTRUST· partial coverage	—	30.37 SCORE	GH 52.78 PKG 21.9 DEP — DOC 44 DIS — ECO —	Evidence Ranked
291	L lllm @productive_superintelligence_lllm Researcher GHPKGDOCHNTRUST· partial coverage	—	28.62 SCORE	GH 44.11 PKG 16.53 DEP — DOC 74 DIS 2.26 ECO —	Evidence Ranked
305	A agentlego @internlm_agentlego Operator GHPKGDOCTRUST· partial coverage	—	28.38 SCORE	GH 46.2 PKG 16.53 DEP — DOC 50 DIS — ECO —	Evidence Ranked
316	T TapeAgents @servicenow_tapeagents Operator GHPKGDOCTRUST· partial coverage	—	28.25 SCORE	GH 48.14 PKG 0 DEP — DOC 78 DIS — ECO —	Evidence Ranked
347	D dendrite-python-sdk @dendrite_systems_dendrite_python_sdk Operator GHPKGDOCTRUST· partial coverage	—	27.72 SCORE	GH 43.13 PKG 17.13 DEP — DOC 49 DIS — ECO —	Evidence Ranked
353	B browsernode @leoning60_browsernode Operator GHPKGDOCHNTRUST· partial coverage	—	27.67 SCORE	GH 48.86 PKG 16.53 DEP — DOC 56 DIS 2.26 ECO —	Evidence Ranked
384	A a2a-editor @open_resource_discovery_a2a_editor Builder GHPKGDOCHNTRUST· partial coverage	—	27.19 SCORE	GH 39.53 PKG 26.08 DEP — DOC 49 DIS 4.52 ECO —	Evidence Ranked
414	A AgentGuard @dipampaul17_agentguard Trader GHPKGDOCHNTRUST· partial coverage	—	26.69 SCORE	GH 34.01 PKG 20.65 DEP — DOC 56 DIS 14.9 ECO —	Evidence Ranked
429	O oracle3 @yichengyang_ethan_oracle3 Trader GHPKGDOCHNTRUST· partial coverage	—	26.42 SCORE	GH 46.34 PKG 0 DEP — DOC 77 DIS 8.09 ECO —	Evidence Ranked
481	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
558	D deterministic-agent-control-protocol @elliot35_deterministic_agent_control_protocol Builder GHPKGDOCHNTRUST· partial coverage	—	24.48 SCORE	GH 32.18 PKG 18.19 DEP — DOC 56 DIS 3.58 ECO —	Evidence Ranked
600	S stackimpact-nodejs @stackimpact_stackimpact_nodejs Operator GHPKGDOCHNTRUST· partial coverage	—	24.05 SCORE	GH 26.87 PKG 26.24 DEP — DOC 45 DIS 5.24 ECO —	Evidence Ranked
753	A ai-friendly-web-design-skill @ianho7_ai_friendly_web_design_skill Builder GHPKGDOCTRUST· partial coverage	—	22.2 SCORE	GH 34.03 PKG 12.35 DEP — DOC 27 DIS — ECO —	Evidence Ranked
820	S SkymelADKJs @skymel_inc_skymeladkjs Operator GHPKGDOCTRUST· partial coverage	—	21.58 SCORE	GH 10.69 PKG 13.41 DEP — DOC 66 DIS — ECO —	Evidence Ranked
838	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
853	I indydevtools @disler_indydevtools Builder GHPKGDOCTRUST· partial coverage	—	21.12 SCORE	GH 36.04 PKG 0 DEP — DOC 38 DIS — ECO —	Evidence Ranked
947	S sematext-agent-docker @sematext_sematext_agent_docker Operator GHPKGDOCTRUST· partial coverage	—	19.85 SCORE	GH 37.22 PKG 11.09 DEP — DOC 2 DIS — ECO —	Evidence Ranked

O

openai-agents-python

OperatorEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

—

72.5

CrewAI

BuilderEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+24

71.64

OpenClaw Agents

OperatorEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+19

71.5

A

adk-python

BuilderEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

—

67.13

DSPy Agents

FrameworkEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+5

66.57

A

a2a-python

BuilderEvidence Ranked

GHPKGDEPDOCTRUST· partial coverage

—

66.35

AgentOps

EcosystemEvidence Ranked

GHPKGDEPECODOCHNTRUST· broad coverage

+30

63.12

B

browser-use

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

60.48

Camel AI Agents

ResearcherEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

+14

60.03

A

agentscope

OperatorEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

—

59.56

AgentScope

ResearcherEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

+16

58.6

OpenHands

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+12

58.55

O

opencli

OperatorEvidence Ranked

GHPKGDEPDOCHNTRUST· broad coverage

—

56.9

E

E2B

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

56.62

H

haystack

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

56.43

N

nanobot

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

54.87

M

MinerU

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

54.72

O

oh-my-claudecode

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

54.66

S

Stirrup

OperatorEvidence Ranked

GHPKGDEPDOCTRUST· partial coverage

—

54.5

O

OpenViking

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

54.4

C

cognee

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

53.95

G

gpt-researcher

ResearcherEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

53.19

O

openclaude

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

52.5

Q

QwenPaw

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

52.05

V

Vibe-Trading

TraderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

51.55

Aider

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+11

51.33

Open Interpreter

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+16

50.77

A

agency-swarm

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

50.29

Swarms AI

FrameworkEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

48.78

LangChain Agents

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+33

48.63

S

swarms

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

47.61

AutoGen

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+23

47.38

J

judgeval

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

47.26

Langroid

ResearcherEvidence Ranked

GHPKGECODOCTRUST· partial coverage

+22

47.2

M

manifest

TraderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

46.86

F

firecrawl

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

46.84

O

OfficeCLI

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

46.75

AutoGPT

RebelEvidence Ranked

GHECODOCHNTRUST· partial coverage

+36

46.39

L

local-operator

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

46.08

S

solace-agent-mesh

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

46.04

E

evolver

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

45.57

H

http2-wrapper

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

45.41

Z

zcf

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

45.37

R

ruflo

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

45.29

C

career-ops

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

45.19

A

Anthropic-Cybersecurity-Skills

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

44.93

D

dify

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

44.78

U

unsloth

OperatorEvidence Ranked

PKGDOCHNTRUST· light coverage

—

44.57

L

lobehub

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

44.54

P

pydantic-ai

OperatorEvidence Ranked

PKGDOCHNTRUST· light coverage

—

44.46

O

OpenMontage

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

44.39

P

ppt-master

OperatorEvidence Ranked

GHDOCTRUST· light coverage

—

44.37

M

medusa

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

44.3

O

oh-my-pi

BuilderEvidence Ranked

GHDOCTRUST· light coverage

—

44.27

O

obscura

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

44.02

C

CowAgent

OperatorEvidence Ranked

GHDOCTRUST· light coverage

—

43.81

F

fireworks-tech-graph

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

43.76

A

airbyte

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.7

M

mindsdb

ResearcherEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.69

C

cascadeflow

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

43.66

A

agent-browser

OperatorEvidence Ranked

PKGDOCHNTRUST· light coverage

—

43.57

AutoGen Studio

EcosystemEvidence Ranked

GHECODOCHNTRUST· partial coverage

+16

43.33

C

connectonion

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

43.22

A

agents

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

43.18

O

open-multi-agent

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

43.15

N

nekro-agent

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

43.06

A

A2A

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

42.99

N

nocobase

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

42.96

G

gastown

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

42.89

H

hermes-webui

ResearcherEvidence Ranked

GHDOCTRUST· light coverage

—

42.88

O

openyida

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

42.88

G

gemini-cli

OperatorEvidence Ranked

PKGDOCHNTRUST· light coverage

—

42.77

L

LangBot

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

42.77

E

experts

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

42.76

W

WrenAI

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

42.75

A

atopile

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

42.72

A

apex

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

42.41

C

chunkhound

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

42.04

O

opik

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

42

G

gitagent

TraderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

41.76

D

deer-flow

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

41.73

Nous Research — Hermes

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

41.61

O

open-autonomy

TraderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

41.32

G

goose

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

41.19

S

sgr-agent-core

ResearcherEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

41.17

Flowise

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+18

41.04

LangGraph

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+21

40.91

H

hive

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

40.76

B

bb-browser

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

40.57

B

bub

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

40.43

A

agentsys

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

40.42

1

1Panel

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

40.35

S

servicenow-mcp

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

40.19

Semantic Kernel

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+19

40.18

SuperAGI

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+22

39.88

A

awesome-llm-apps

ResearcherEvidence Ranked

GHDOCHNTRUST· light coverage

—

39.86

E

eko

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

39.85

X

xtuner

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

39.5

S

story-shot-agent

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

39.46

100

MetaGPT

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+7

39.38

101

B

budibase

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

39.37

102

G

golembot

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

39.35

103

O

openchatbi

ResearcherEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

39.29

104

L

last30days-skill

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

38.91

105

M

mcp-shrimp-task-manager

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

38.84

105

A

agent-zero

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

38.84

107

O

OpenJudge

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

38.63

108

P

pentagi

OperatorEvidence Ranked

GHDOCHNTRUST· light coverage

—

38.46

109

M

MIRIX

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

38.41

110

Autonolas Agents

TraderEvidence Ranked

GHPKGECODOCTRUST· partial coverage

+40

38.38

111

W

wcgw

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

38.37

112

T

Trinity-RFT

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

38.28

113

G

genai-processors

CreatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

38.02

114

Agenta

InfraEvidence Ranked

GHECODOCHNTRUST· partial coverage

+5

37.59

115

A

activepieces

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

—

37.58

116

O

Ori-Mnemos

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

37.41

117

GPT Engineer

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+13

37.34

117

A

agentql-mcp

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

37.34

119

Marvin AI

BuilderEvidence Ranked

GHDOCHNTRUST· light coverage

+27

36.89

120

Devika

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+21

36.2

121

C

cognithor

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

36.09

122

AgentGPT

ExplorerEvidence Ranked

GHECODOCHNTRUST· partial coverage

+12

35.86

123

AgentLab

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

+5

35.71

124

M

MemOS

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

35.68

125

C

core

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

35.61

126

BabyAGI

RebelEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+8

35.6

127

S

skillport

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

35.54

128

D

django-ai-assistant

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

35.15

128

Sweep AI

BuilderEvidence Ranked

GHPKGECODOCHNTRUST· broad coverage

+21

35.15

130

N

nothumanallowed

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

35.04

131

C

cave-agent

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

35.02

133

C

camel

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

34.89

134

T

takopi

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

34.64

135

M

micro-agent

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

34.56

136

Superagent

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+24

34.55

138

A

a2a-adapter

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

33.82

139

OpenDevin

BuilderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+29

33.8

140

R

RAGElo

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

33.73

141

O

OSA

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

33.54

142

H

HippocampAI

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

33.5

143

N

ntfy-me-mcp

TraderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

33.28

146

A

AutoHedge

TraderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

33.06

147

OpenAgents

FrameworkEvidence Ranked

GHECODOCHNTRUST· partial coverage

+20

32.52

150

O

OpenContext

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

32.29

155

A

airut

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

31.9

157

V

visual-ui-debug-agent-mcp

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

31.68

160

S

sleepless-agent

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

31.57

164

Fetch Agents

TraderEvidence Ranked

GHECODOCHNTRUST· partial coverage

+24

31.44

170

A

atlas-mcp-server

ResearcherEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

31.26

173

S

spm-agent-nodejs

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

31.09

191

S

sdk

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

30.66

191

S

swarms-cloud

ResearcherEvidence Ranked

GHPKGDOCTRUST· partial coverage

+5

30.66

201

A

ant-ai

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

30.38

202

N

neo

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

30.37

291

L

lllm

ResearcherEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

28.62

305

A

agentlego

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

28.38

316

T

TapeAgents

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

28.25

347

D

dendrite-python-sdk

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

27.72

353

B

browsernode

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

27.67

384

A

a2a-editor

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

27.19

414

A

AgentGuard

TraderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

26.69

429

O

oracle3

TraderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

26.42

481

MemGPT

ResearcherEvidence Ranked

GHECODOCHNTRUST· partial coverage

+10

25.64

558

D

deterministic-agent-control-protocol

BuilderEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

24.48

600

S

stackimpact-nodejs

OperatorEvidence Ranked

GHPKGDOCHNTRUST· partial coverage

—

24.05

753

A

ai-friendly-web-design-skill

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

22.2

820

S

SkymelADKJs

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

21.58

838

AgentVerse

ResearcherEvidence Ranked

GHECODOCHNTRUST· partial coverage

+37

21.38

853

I

indydevtools

BuilderEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

21.12

947

S

sematext-agent-docker

OperatorEvidence Ranked

GHPKGDOCTRUST· partial coverage

—

19.85

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Only showing 170 evidence-ranked agents. 1267 more are indexed but lack sufficient evidence.

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