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Tool Leaderboard

Published review scores in the active catalog, ranked under aicoolies Score v1 — one editorial rubric, four 0–100 axes. Verified status is reserved for reviews with the required reproducible test evidence; older scores can be legacy or unclassified.

406 tools scored · showing 101–200 · active catalog only · raw data (CC-BY 4.0) →

Look beyond the score.

aicoolies Score Most Upvoted Most Stacked

rubric:overallspeed privacy dx

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Tool rankings, sorted by Overall
#	Tool	Overall	Speed	Privacy	Dev Experience	Review
101	Agent OrchestratorOSS	86	85	85	84	read →
102	Aikido Security	86	90	88	92	read →
103	AnythingLLMOSS	86	75	88	84	read →
104	BeszelOSS	86	95	90	92	read →
105	Braintrust	86	83	80	84	read →
106	Chromatic	86	82	78	90	read →
107	Cody	86	84	92	87	read →
108	CUA (Computer-Use Agent)OSS	86	90	88	80	read →
109	EncoreOSS	86	90	80	93	read →
110	Gemini	86	94	70	84	read →
111	HelixDBOSS	86	91	88	83	read →
112	JeanOSS	86	88	92	89	read →
113	Junie	86	83	78	89	read →
114	LanceDBOSS	86	88	91	84	read →
115	LangGraphOSS	86	78	82	76	read →
116	MastraOSS	86	84	85	92	read →
117	Microsoft GraphRAGOSS	86	72	94	84	read →
118	Momentic	86	87	76	92	read →
119	n8n	86	82	92	84	read →
120	Notion	86	72	75	84	read →
121	OmnaraOSS	86	84	76	88	read →
122	OnyxOSS	86	80	84	82	read →
123	OpenAI Agents SDKOSS	86	88	74	88	read →
124	OpenRouter	86	82	75	91	read →
125	OrcaOSS	86	84	76	88	read →
126	Panda CSSOSS	86	92	95	88	read →
127	pgvectorOSS	86	78	84	88	read →
128	PromptfooOSS	86	82	86	87	read →
129	PuckOSS	86	85	90	86	read →
130	PulumiOSS	86	88	85	90	read →
131	Ragie	86	81	90	88	read →
132	RepomixOSS	86	92	75	90	read →
133	Sentry	86	88	82	88	read →
134	SerenaOSS	86	75	96	82	read →
135	Snyk	86	84	90	82	read →
136	TruffleHogOSS	86	76	88	80	read →
137	VectorChordOSS	86	88	92	84	read →
138	Vibe KanbanOSS	86	84	92	87	read →
139	Amp	85	87	83	84	read →
140	Browser UseOSS	85	78	80	88	read →
141	BuzzOSS	85	87	94	86	read →
142	Directus	85	88	85	87	read →
143	DoltOSS	85	78	90	83	read →
144	GitHub Actions	85	78	70	88	read →
145	GitHub Codespaces	85	85	80	90	read →
146	GitNexus	85	80	82	84	read →
147	gptmeOSS	85	82	95	80	read →
148	Greptile	85	62	90	82	read →
149	Inspect AIOSS	85	80	91	85	read →
150	K8sGPTOSS	85	84	85	86	read →
151	KubernetesOSS	85	80	75	60	read →
152	Linear MCP ServerOSS	85	84	82	87	read →
153	LobeChatOSS	85	82	80	88	read →
154	Make	85	80	70	88	read →
155	MCP Python SDKOSS	85	83	85	88	read →
156	MetabaseOSS	85	80	78	86	read →
157	OpenHandsOSS	85	82	94	76	read →
158	OryOSS	85	91	93	78	read →
159	PortkeyOSS	85	90	72	88	read →
160	PrismaOSS	85	75	62	92	read →
161	PrometheusOSS	85	88	95	72	read →
162	Pydantic AIOSS	85	84	88	90	read →
163	SchemathesisOSS	85	88	90	83	read →
164	ScraplingOSS	85	82	70	88	read →
165	SigNozOSS	85	85	87	85	read →
166	StackBlitz	85	90	85	82	read →
167	StagehandOSS	85	86	75	90	read →
168	SuperpowersOSS	85	82	84	88	read →
169	SuperTokensOSS	85	82	93	85	read →
170	TabbyOSS	85	80	94	82	read →
171	Taskmaster AIOSS	85	78	92	83	read →
172	Terraform	85	72	80	78	read →
173	Trigger.devOSS	85	84	78	92	read →
174	ValkeyOSS	85	90	95	82	read →
175	VitestOSS	85	95	90	92	read →
176	WeaviateOSS	85	83	85	80	read →
177	Weights & Biases	85	80	65	90	read →
178	ZedOSS	85	99	90	84	read →
179	Agent Governance ToolkitOSS	84	74	86	78	read →
180	agent-desktopOSS	84	87	78	86	read →
181	Bito	84	82	78	86	read →
182	Bolt.new	84	96	70	86	read →
183	Browserbase	84	90	72	90	read →
184	Browserless	84	88	80	86	read →
185	CAST AI	84	86	78	82	read →
186	Checkly	84	82	76	88	read →
187	ChromaOSS	84	88	90	95	read →
188	ClineOSS	84	78	88	86	read →
189	Codebase Memory MCPOSS	84	86	76	83	read →
190	CodeSandbox	84	87	80	84	read →
191	CoolifyOSS	84	78	95	80	read →
192	CorootOSS	84	82	90	80	read →
193	Crush	84	86	90	88	read →
194	DagsterOSS	84	82	88	90	read →
195	DeepSource	84	82	82	83	read →
196	Elasticsearch	84	88	92	72	read →
197	Exa MCP ServerOSS	84	84	78	86	read →
198	Figma Context MCPOSS	84	82	78	86	read →
199	Firebase	84	92	65	90	read →
200	Firecrawl MCP ServerOSS	84	82	78	86	read →

overall is a considered editorial judgment, not an average of the other three — see how scores are assigned. Citing a score? Reference it as “aicoolies Score v1” with a link.