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LMCache logo

LMCache

LLM Providers

Verified Publisher·Pending reviewVerified Adoption·Pending reviewEnterprise Ready·Pending review

KV-cache layer for LLM serving that reduces latency and cost for repeated or shared model context.

Developer decision brief

Should I use LMCache?

KV-cache layer for LLM serving that reduces latency and cost for repeated or shared model context.

Open sourceDocs linked

Best for

Enterprise fit

Buyer brief for procurement and architecture review

Source-labeled signals for cost, reliability, security, integration, and adoption proof. Missing compliance evidence is shown as a gap, not guessed.

Compare for enterpriseExport brief

Events / Tours

LMCache developer events

Hackathons, workshops, office hours, launches, and partner challenges tied to this product.

Claim or partner

No public events yet

Claimed teams can add hackathons, webinars, office hours, and challenges, then measure attendee to usage ROI.

Quickstart

Preparing LMCache docs pack
Streaming

The product profile is ready. Official docs, README snippets, and the AI paste pack are loading in the background.

Build context

Developer projects using LMCache

No public community builds yet. These starter examples are templates, not fabricated activity.

Publish your build
Starter example

Public credibility status

Claimable

This profile now separates verified proof from self-reported claims, so founders can improve status without buying rank.

Profile strength

41/100

Claimable profile · 6 gaps

Verified Publisher

Verify ownership through DNS or well-known file.

Verified Adoption

Connect SDK/API events to prove adoption.

About LMCache

KV-cache layer for LLM serving that reduces latency and cost for repeated or shared model context.

Resources
Actions
Request intro

Developers also use

Generated from similarity, co-save, category, project, and adoption signals.

vLLM logo
vLLM

LLM Providers· docs.vllm.ai

Open source

High-throughput open-source inference and serving engine for LLMs with OpenAI-compatible APIs and production deployment patterns.

Why recommended

Same category

Keep evaluating LMCache

Comparisons, category adoption data, and shortlist guides that answer the questions this profile raises next.

Weigh LMCache against the alternatives

  • LMCache alternativesEvery llm providers product developers evaluate in place of LMCache.
  • LMCache vs vLLMSide-by-side pricing, API surface, and adoption evidence.
  • LMCache vs llama.cppSide-by-side pricing, API surface, and adoption evidence.
  • LMCache vs OllamaSide-by-side pricing, API surface, and adoption evidence.
  • LLM Providers decisions where you need a concrete shortlist.
  • Teams that prefer open-source or self-hostable options.
  • Evaluation where docs and examples matter before API integration.

Watch-outs

  • Not enough verified adoption data yet.
  • Docs linked on this profile.
  • Repository linked for inspection.
  • No developer reviews yet.

Quickstart

No canonical install command detected. Open the docs or profile quickstart below.

Use quickstart hereDocsGitHubWebsite

Compare alternatives

LMCache vs vLLMLMCache vs llama.cppLMCache vs Ollama
Build with this

What you would get weekly

Save or follow LMCache to track rank movement, new alternatives, starter examples, benchmark/docs changes, and project activity. Default cadence is weekly.

No live product opportunities yet

You can still use the workbench: build a stack, publish proof, and follow starter challenge programs. New credits, workshops, and launch programs appear here once companies publish them.

Inferred

Commercial model

Open source profile signal; exact enterprise terms need buyer review.

View source
Needs verification

Reliability

No status page, uptime, or SLA evidence attached

Needs verification

Security/compliance

No security, trust, or compliance source attached

Source linked

Integration fit

Documentation source linked

View source
Inferred

Adoption proof

Public saves/reviews indicate evaluator interest

Buyer recommendation

Shortlist only after verifying Reliability and Security/compliance.

Docs are linked for implementation review.Open-source path can reduce lock-in review.At least one buyer evidence source is linked or verified.

Vendor value loop

Vendors receive anonymous aggregate evaluation demand by default. Account details are shared only after explicit buyer contact or consent.

Request vendor contact

Real data backfill while adoption proof grows

These are source-linked enrichment paths for missing fields. They are treated as proxies until claimed-company data and first-party tokens& adoption events replace them.

GitHub repository APIfreeStars, forks, license, topics, releases, default branch, repo freshness, and public contributor signal.OpenSSF ScorecardfreeOpen-source security posture checks for repos before enterprise review.Wikidata company graphfreeParent company, acquisition, and ownership hints to avoid misleading same-owner comparisons.

Launch-week proof page for an agent tool

Template

Turn a fresh repo, demo, Show HN, or hackathon launch into a public proof page with stack notes, launch context, and real build evidence.

Built with

LangChain logoLangChainCrewAI logoCrewAILangSmith logoLangSmithOpenAI API logoOpenAI API
Import repo
Attach demo + launch link
Save stack
Publish proof
ComparePublish template
Starter example

Semantic search over product data

Template

Build a search experience that understands intent, supports filters, and can move from local prototype to hosted vector search.

Built with

Chroma logoChromaQdrant logoQdrantOpenAI API logoOpenAI API
Create embeddings
Tune chunking
Measure recall
Ship filters
CompareCompare vector stores

Team Verified

Add founder/team proof.

GitHub

Repository linked

Docs

Docs linked

Security

Add SOC2/security/compliance proof.

Backers

Add verified backer proof.

Protocol/API

Agent-readable proof present

Freshness

Awaiting fresh proof.

Built by
L

LMCache team

Founder / team from LMCache

OSS MaintainerProtocol ReadyPending review
GitHubWebsite

Team proof is pending until the product profile is claimed.

OSS MaintainerProtocol Ready
Owner checklist

Verified domain

+15

Verify publisher ownership to remove the unclaimed status gap.

SDK/API telemetry connected

+20

Connect SDK to unlock Verified Adoption.

Proof file
ProofStateEvidence

Publisher ownership

Domain or organization claim · Live

Pending reviewUnclaimed profile45% confidence

Verified adoption

SDK/API/CRM telemetry · Pending

Pending reviewInsufficient cohort50% confidence

Category rank

AgentRank methodology · Pending

Pending reviewRank pending40% confidence

Team proof

Domain, social, and team evidence · Live

Pending reviewTeam signal exists45% confidence

Security and enterprise readiness

Docs, compliance, protocol, and readiness signals · Pending

Pending reviewSecurity proof pending38% confidence
Share and embed

Public profile card

Share the product's rank, trust state, and top badges.

Open

AgentRank trust profile

Public proof buyers and agents can trust

Claim this tool to see who is evaluating it

AgentRank

50

Public signals · ★ 11,819

Trust Score

44

observed

Category Rank

#8

LLM Providers · public signals

Protocols

SDK

Agent-readable metadata

Tracked Developers

0

Known active developer activity

Profile Status

Unclaimed

Owner action needed

Trust Registry

AgentRank evidence file
observed

Source breakdown

GitHub11,819

68% confidence

Protocol support

SDK

Agent-readable protocol evidence raises trust and commercial readiness.

Benchmark proof

Benchmark proof pending

Attach latency, cost, accuracy, reliability, or eval evidence to unlock the performance component.

Trust gaps

Verify publisher ownership
Send SDK/API telemetry
Attach benchmark evidence

Enterprise verification can enrich evidence and export proof packages, but cannot buy rank.

Claim this tool to see who is evaluating it
Adoption over time
Last 8 weeks+715 GitHub stars in 30d · cohort private · trust 44

Timeline appears after verified events.

We do not draw a fake adoption chart before live usage, self-reported proof, or challenge activity exists for this product.

Private (N<7)

active developers

Private (N<7)

verified adoptions

Private (N<7)

retention

Next best action

Claim LMCache before competitors use this profile as proof.

Connect usage events, resolve developer identities, and see which accounts are evaluating LMCache.

Claim this tool to see who is evaluating it

Your developer adoption profile is already visible.

Claim it to verify data, add integrations, and unlock adoption intelligence on developers and accounts evaluating LMCache.

Claim your tool

Developer identities

See the builders behind saves, docs clicks, API calls, and retained usage.

Talk to sales

Account map

Resolve developer activity into companies, teams, and enterprise accounts.

Talk to sales

Retention cohorts

Track first API call through 7/30/90-day retention and expansion.

Talk to sales

Competitor overlap

Find developers evaluating alternatives and switching between tools.

Talk to sales

Category benchmark

Compare activation, retention, and growth against your market.

Talk to sales

Recommended actions

Prioritized DevRel, product, and sales plays based on live adoption signals.

Talk to sales

Developer identities, account mapping, retention cohorts, and competitor overlap are available on Growth and Enterprise plans.

Official websiteofficial

Official product homepage verified during intake.

DocumentationDocs

Official docs for deployment and integration.

GitHub repositoryGitHub

Source repository and public activity signal.

Workspace actions

Sign up to save, follow, compare, publish builds, or verify ownership.

Public links
Visit WebsiteDocumentationGitHubView Alternatives3 Resources
GitHub Stats

11,819

Stars

1,888

Forks

700

Issues

Quick Info
PricingOpen source
Open sourceYes
API availableNo
Add to Your Project
[![LMCache on Adoption Intelligence](https://tokensand.com/api/badges/lmcache)](https://tokensand.com/tools/llm-providers/lmcache)
LMCache badge previewPreview

Add this badge to your README.md to show your listing on Adoption Intelligence.

91,772
22,209
Open source
Why recommended

Same category

llama.cpp logo
llama.cpp

LLM Providers· github.com

Open source

C and C++ runtime for local LLM inference, quantized model serving, and edge deployment workflows.

Why recommended

Same category

128,373
23,238
Open source
Why recommended

Same category

Ollama logo
Ollama

LLM Providers· ollama.com

Open source

Local model runtime and API for downloading, running, and serving open LLMs on developer machines and private infrastructure.

Why recommended

Same category

175,565
16,855
Open source
Why recommended

Same category

Groq logo
Groq

LLM Providers· groq.com

Freemium

Hosted low-latency LLM inference API for open models and cost-sensitive apps.

Why recommended

Same category

API available
Why recommended

Same category

LMCache vs GroqSide-by-side pricing, API surface, and adoption evidence.

Check the adoption evidence

  • LLM Providers developers actually keep usingFiltered to products with verified usage events, cohort breadth, and retention.
  • AgentRank category rankingsHow every category is ordered by adoption proof, trust, and protocol support.
  • Best Open Source AI ToolsShortlist guide for this category, with the tradeoffs written out.
  • Best LLM API ProvidersShortlist guide for this category, with the tradeoffs written out.

Own LMCache? Generate its adoption badge embed, or claim the profile to send verified usage events.

Verified adoption badge

+10

Send enough verified adoption events to pass the cohort threshold.

Funding, backer, or security proof

+8

Add funding, backer, or security evidence to qualify for higher trust badges.

Improve profile

Verified Adoption badge

README and website badge backed by telemetry.

Open
[![Verified Adoption](/api/badges/lmcache?variant=verified)](https://tokensand.com/tools/llm-providers/lmcache)

Top 10 badge

Unlocks automatically when the profile enters Top 10.

Open
[![Top 10](/api/badges/lmcache?variant=top10)](https://tokensand.com/tools/llm-providers/lmcache)

Team launch card

Founder/team credibility card for launch posts and investor updates.

Open

Weekly momentum card

Share rank movement and verified adoption growth.

EnterpriseOpen
Launch copy

LMCache is live as a public adoption profile: https://tokensand.com/tools/llm-providers/lmcache. Verified proof beats vanity metrics.

Embed path: /api/badges/lmcache?variant=verified · Profile: /tools/llm-providers/lmcache

Ship with LMCache in 60 seconds
Hackathon-readyShell

Auto-detected from official docs

pip
pip install lmcache
Docs:Official DocsGitHubWebsite