llmref
Versioned documentation registry and semantic search for AI tools and coding assistants.
我该使用它吗
质量与安全性
基于对工具定义和协议合规性的自动分析。
上下文开销
这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。
安装
一键安装
将以下内容添加到你的 `claude_desktop_config.json` 文件中：
{
"mcpServers": {
"llmref": {
"url": "https://api.llmref.org/v1/mcp"
}
}
}远程端点
https://api.llmref.org/v1/mcpstreamable-http它能做什么
工具清单
工具（4）
🟢list_projects(limit, query, skip)
List indexed documentation projects. Use this first to discover what's available. Supports a forgiving fuzzy `query` over slugs (ranked by relevance) plus `limit` and `skip` for pagination.
输入模式
{
"type": "object",
"properties": {
"limit": {
"default": null,
"description": "Maximum number of results to return (default 50, max 200).",
"format": "uint",
"minimum": 0,
"type": [
"integer",
"null"
]
},
"query": {
"default": null,
"description": "Forgiving fuzzy filter over project slugs; results are ranked by relevance.",
"type": [
"string",
"null"
]
},
"skip": {
"default": null,
"description": "Number of results to skip, for pagination (default 0).",
"format": "uint",
"minimum": 0,
"type": [
"integer",
"null"
]
}
},
"$schema": "https://json-schema.org/draft/2020-12/schema"
}🟢list_versions(project)
List available versions for a project. Call this before resolve_docs or search_docs to see valid version strings.
输入模式
{
"type": "object",
"properties": {
"project": {
"description": "Project slug (e.g. \"nextjs\", \"react\")",
"type": "string"
}
},
"required": [
"project"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}🟢resolve_docs(project, version)
Resolve a project version and get artifact URLs (llms.txt, llms-full.txt, meta.json, dumps). Use list_versions first to discover valid version strings.
输入模式
{
"type": "object",
"properties": {
"project": {
"description": "Project slug (e.g. \"nextjs\", \"react\")",
"type": "string"
},
"version": {
"description": "Version string or \"latest\"",
"type": "string"
}
},
"required": [
"project",
"version"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}🟢search_docs(project, query, token_budget, top_k, version)
Semantic search across a project's documentation. Returns chunks ranked by relevance. Requires the server to have semantic search enabled.
输入模式
{
"type": "object",
"properties": {
"project": {
"description": "Project slug (e.g. \"nextjs\", \"react\")",
"type": "string"
},
"query": {
"description": "Natural-language search query",
"type": "string"
},
"token_budget": {
"default": 4096,
"description": "Max tokens to budget for results (default 4096)",
"format": "uint",
"minimum": 0,
"type": "integer"
},
"top_k": {
"default": 10,
"description": "Max results (1-50, default 10)",
"format": "uint",
"minimum": 0,
"type": "integer"
},
"version": {
"description": "Version string or \"latest\"",
"type": "string"
}
},
"required": [
"project",
"version",
"query"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}推荐提示词
search_docssearch_docslist_projectslist_projects社区
证据