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LoadingVerified adoption graph rankings for AI tools, agents, MCP servers, and developer platforms. Rankings combine verified usage, trust, protocol support, benchmarks, and commercial readiness.
Claim your profile to verify the AgentRank badge, add usage evidence, and see the developers behind each adoption signal.
Claim your toolWeekly movementAgentRank weighs verified adoption evidence, public product evidence, projects, saves, comparisons, usage signals, retention, and trust.
No. Sponsored placement can be labeled elsewhere, but AgentRank is not pay-to-play.
Stars and traffic show attention. Adoption proof shows which products developers put into real workflows.
Freshness
Live graph
Confidence
Usage, retention, trust, and protocol evidence are scored separately.
Privacy
Small cohorts are suppressed before public proof is shown.
Methodology
Ranks link back to the published measurement model.
Rank / tool / AgentRank / verified proof / protocols / trust.
| Rank | Tool | AgentRank | Growth | Trend | Protocols | Trust |
|---|---|---|---|---|---|---|
| #1 | Redis Cloud Vector Search Vector Databases#1 in Vector Databases | 44 | +22 | API | verified · 71 |
23 tools · proof pending
Rankings are designed to become the public scoreboard for developer adoption. They weigh verified usage, public product evidence, projects, saves, comparisons, and retention over review volume or sponsored placement. Cohorts below N=7 are explicitly suppressed.
Verified usage events
Trust and telemetry proof
Protocol metadata
Benchmark performance
Commercial readiness
Non-pay-to-play policy
Public rankings are free and cannot be bought. Claiming and instrumenting your product can improve the quality of the public proof, then enterprise plans unlock the private account, cohort, and benchmark intelligence behind it.
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Start proof pilot| #2 | Arcade AI Agents#1 in AI AgentsN<7 suppressed | 23 | No live trend | API, SDK | observed · 53 |
| #3 | MCP Toolbox for Databases Backend & Database#1 in Backend & DatabaseN<7 suppressed | 23 | No live trend | API, SDK | observed · 53 |
| #4 | mcp-use AI AgentsN<7 suppressed | 23 | No live trend | SDK, MCP | observed · 52 |
| #5 | Aider AI AgentsN<7 suppressed | 22 | No live trend | API, SDK | observed · 51 |
| #6 | Goose AI AgentsN<7 suppressed | 22 | No live trend | API, SDK | observed · 51 |
| #7 | Phoenix Observability#1 in ObservabilityN<7 suppressed | 22 | No live trend | API, SDK | observed · 51 |
| #8 | AgentOps ObservabilityN<7 suppressed | 22 | No live trend | API, SDK | observed · 51 |
| #9 | Agno AI AgentsN<7 suppressed | 22 | No live trend | API, SDK | observed · 51 |
| #10 | Helicone ObservabilityN<7 suppressed | 22 | No live trend | API, SDK | observed · 49 |
| #11 | Daytona Cloud Deploy#1 in Cloud DeployN<7 suppressed | 22 | No live trend | API, SDK | observed · 49 |
| #12 | LangWatch ObservabilityN<7 suppressed | 22 | No live trend | API, SDK | observed · 49 |
1 tools · proof pending
5 tools · proof pending
4 tools · proof pending
4 tools · proof pending
1 tools · proof pending
3 tools · 1 total adoptions
1 tools · proof pending
6 tools · proof pending
13 tools · proof pending
1 tools · proof pending
9 tools · 3 total adoptions
2 tools · proof pending
6 tools · 23 total adoptions
1 tools · proof pending
