The fastest KV cache layer for LLM acceleration
LMCache is a high-performance key-value (KV) caching layer specifically designed for language models (LLMs). It optimizes the model's response time and efficiency by providing a high-speed caching mechanism, making it particularly suitable for scenarios that require extensive data exchange and real-time computation. The tool supports multiple data storage backends and is easy to integrate into existing development environments and workflows.
This is the machine-readable structured data for this agent. AI systems and search engines use this to understand the agent's capabilities.
[
{
"@context": "https://schema.org",
"@type": "SoftwareApplication",
"@id": "https://agentsignals.ai/agents/lmcache",
"name": "LMCache",
"description": "LMCache is a high-performance key-value (KV) caching layer specifically designed for language models (LLMs). It optimizes the model's response time and efficiency by providing a high-speed caching mechanism, making it particularly suitable for scenarios that require extensive data exchange and real-time computation. The tool supports multiple data storage backends and is easy to integrate into existing development environments and workflows.",
"url": "https://agentsignals.ai/agents/lmcache",
"applicationCategory": "开发工具",
"operatingSystem": "GitHub",
"sameAs": "https://github.com/LMCache/LMCache",
"installUrl": "https://github.com/LMCache/LMCache",
"offers": {
"@type": "Offer",
"price": "0",
"priceCurrency": "USD",
"description": "免费",
"availability": "https://schema.org/InStock"
},
"featureList": [
"Caching mechanism",
"Supports multiple data storage backends",
"Easy to integrate into existing projects"
],
"datePublished": "2025-12-05T16:38:48.423741+00:00",
"dateModified": "2025-12-19T05:06:55.581729+00:00",
"publisher": {
"@type": "Organization",
"name": "Agent Signals",
"url": "https://agentsignals.ai"
}
},
{
"@context": "https://schema.org",
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://agentsignals.ai"
},
{
"@type": "ListItem",
"position": 2,
"name": "Agents",
"item": "https://agentsignals.ai/agents"
},
{
"@type": "ListItem",
"position": 3,
"name": "LMCache",
"item": "https://agentsignals.ai/agents/lmcache"
}
]
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is LMCache?",
"acceptedAnswer": {
"@type": "Answer",
"text": "The fastest KV cache layer for LLM acceleration"
}
},
{
"@type": "Question",
"name": "What features does LMCache offer?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Caching mechanism, Supports multiple data storage backends, Easy to integrate into existing projects"
}
},
{
"@type": "Question",
"name": "What are the use cases for LMCache?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Accelerate language models, Real-time data processing, Large-scale data exchange"
}
},
{
"@type": "Question",
"name": "What are the advantages of LMCache?",
"acceptedAnswer": {
"@type": "Answer",
"text": "显著提高LLM的响应速度, 灵活性高,适应多种应用场景, 开源免费"
}
},
{
"@type": "Question",
"name": "What are the limitations of LMCache?",
"acceptedAnswer": {
"@type": "Answer",
"text": "对技术要求较高,需具备一定开发能力, 文档可能不完善(推测)"
}
}
]
}
]