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Loading product graph, proof, and adoption context.
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 | Qdrant Vector Databases#1 in Vector DatabasesN<7 suppressed | 42 | +2 |
46 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.
Start with a free company workspace. Paid enterprise access is enabled manually through sales after agreement—there is no self-checkout.
| API, SDK |
| instrumented · 69 |
| #2 | Redis Cloud Vector Search Vector Databases | 42 | No live trend | API | verified · 68 |
| #3 | Weaviate Vector DatabasesN<7 suppressed | 35 | No live trend | API, SDK | observed · 50 |
| #4 | Haystack RAG Frameworks#1 in RAG FrameworksN<7 suppressed | 35 | No live trend | API, SDK | observed · 51 |
| #5 | LlamaIndex RAG FrameworksN<7 suppressed | 33 | No live trend | API, SDK | observed · 50 |
| #6 | CrewAI AI Agents#1 in AI AgentsN<7 suppressed | 32 | No live trend | API, SDK | observed · 50 |
| #7 | Pinecone Vector DatabasesN<7 suppressed | 31 | No live trend | API | observed · 40 |
| #8 | Neon Backend & Database#1 in Backend & DatabaseN<7 suppressed | 29 | +1 | API, SDK | instrumented · 69 |
| #9 | GitHub MCP Server AI AgentsN<7 suppressed | 29 | +1 | SDK, MCP | instrumented · 70 |
| #10 | Next.js Frontend#1 in FrontendN<7 suppressed | 28 | +4 | API, SDK | instrumented · 73 |
| #11 | Vercel Hosting#1 in HostingN<7 suppressed | 27 | +2 | API, SDK | instrumented · 71 |
| #12 | LangChain RAG FrameworksN<7 suppressed | 27 | +3 | API, SDK | instrumented · 70 |
Haystack
RAG Frameworks
73 tools · 19 total adoptions
5 tools · proof pending
6 tools · 1 total adoptions
4 tools · proof pending
2 tools · proof pending
15 tools · proof pending
19 tools · 4 total adoptions
18 tools · proof pending
1 tools · proof pending
5 tools · 6 total adoptions
1 tools · 3 total adoptions
21 tools · proof pending
15 tools · 6 total adoptions
36 tools · proof pending
6 tools · proof pending
40 tools · 3 total adoptions
2 tools · proof pending
13 tools · 24 total adoptions
2 tools · proof pending
