Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
CODEWEAVER_CONFIG_FILE, CODEWEAVER_DEBUG, CODEWEAVER_EMBEDDING_API_KEY, CODEWEAVER_EMBEDDING_MODEL, CODEWEAVER_EMBEDDING_PROVIDER, CODEWEAVER_HOST, CODEWEAVER_LOG_LEVEL, CODEWEAVER_MCP_PORT, CODEWEAVER_PORT, CODEWEAVER_PROFILE, CODEWEAVER_PROJECT_NAME, CODEWEAVER_PROJECT_PATH, CODEWEAVER_RERANKING_API_KEY, CODEWEAVER_RERANKING_MODEL, CODEWEAVER_RERANKING_PROVIDER, CODEWEAVER_SPARSE_EMBEDDING_MODEL, CODEWEAVER_SPARSE_EMBEDDING_PROVIDER, CODEWEAVER_VECTOR_STORE_API_KEY, CODEWEAVER_VECTOR_STORE_PORT, CODEWEAVER_VECTOR_STORE_PROVIDER, CODEWEAVER_VECTOR_STORE_URL, CODEWEAVER__TELEMETRY__DISABLE_TELEMETRY, CODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY, HTTPS_PROXY, OPENAI_API_KEY, OPENAI_LOG, SSL_CERT_FILE, AI_GATEWAY_API_KEY, AWS_ACCOUNT_ID, AWS_REGION, AWS_SECRET_ACCESS_KEY, AZURE_COHERE_API_KEY, AZURE_COHERE_ENDPOINT, AZURE_COHERE_REGION, AZURE_OPENAI_API_KEY, AZURE_OPENAI_ENDPOINT, AZURE_OPENAI_REGION, COHERE_API_KEY, CO_API_URL, DEEPSEEK_API_KEY, GEMINI_API_KEY, GOOGLE_API_KEY, HF_HUB_VERBOSITY, HF_TOKEN, HTTPS_PROXY, INFERENCE_KEY, INFERENCE_URL, MISTRAL_API_KEY, OPENAI_API_KEY, OPENAI_LOG, QDRANT__LOG_LEVEL, QDRANT__SERVICE__API_KEY, QDRANT__SERVICE__ENABLE_TLS, QDRANT__SERVICE__HOST, QDRANT__SERVICE__HTTP_PORT, QDRANT__TLS__CERT, SSL_CERT_FILE, TAVILY_API_KEY, TOGETHER_API_KEY, VERCEL_OIDC_TOKEN, VOYAGE_API_KEY标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"codeweaver": {
"command": "uvx",
"args": [
"code-weaver",
"server",
"--host",
"127.0.0.1",
"--port",
"9328",
"--transport",
"streamable-http"
],
"env": {
"CODEWEAVER_CONFIG_FILE": "your-value",
"CODEWEAVER_DEBUG": "your-value",
"CODEWEAVER_EMBEDDING_API_KEY": "your-value",
"CODEWEAVER_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_HOST": "your-value",
"CODEWEAVER_LOG_LEVEL": "your-value",
"CODEWEAVER_MCP_PORT": "your-value",
"CODEWEAVER_PORT": "your-value",
"CODEWEAVER_PROFILE": "your-value",
"CODEWEAVER_PROJECT_NAME": "your-value",
"CODEWEAVER_PROJECT_PATH": "your-value",
"CODEWEAVER_RERANKING_API_KEY": "your-value",
"CODEWEAVER_RERANKING_MODEL": "your-value",
"CODEWEAVER_RERANKING_PROVIDER": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_API_KEY": "your-value",
"CODEWEAVER_VECTOR_STORE_PORT": "your-value",
"CODEWEAVER_VECTOR_STORE_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_URL": "your-value",
"CODEWEAVER__TELEMETRY__DISABLE_TELEMETRY": "your-value",
"CODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY": "your-value",
"HTTPS_PROXY": "your-value",
"OPENAI_API_KEY": "your-value",
"OPENAI_LOG": "your-value",
"SSL_CERT_FILE": "your-value",
"AI_GATEWAY_API_KEY": "your-value",
"AWS_ACCOUNT_ID": "your-value",
"AWS_REGION": "your-value",
"AWS_SECRET_ACCESS_KEY": "your-value",
"AZURE_COHERE_API_KEY": "your-value",
"AZURE_COHERE_ENDPOINT": "your-value",
"AZURE_COHERE_REGION": "your-value",
"AZURE_OPENAI_API_KEY": "your-value",
"AZURE_OPENAI_ENDPOINT": "your-value",
"AZURE_OPENAI_REGION": "your-value",
"COHERE_API_KEY": "your-value",
"CO_API_URL": "your-value",
"DEEPSEEK_API_KEY": "your-value",
"GEMINI_API_KEY": "your-value",
"GOOGLE_API_KEY": "your-value",
"HF_HUB_VERBOSITY": "your-value",
"HF_TOKEN": "your-value",
"INFERENCE_KEY": "your-value",
"INFERENCE_URL": "your-value",
"MISTRAL_API_KEY": "your-value",
"QDRANT__LOG_LEVEL": "your-value",
"QDRANT__SERVICE__API_KEY": "your-value",
"QDRANT__SERVICE__ENABLE_TLS": "your-value",
"QDRANT__SERVICE__HOST": "your-value",
"QDRANT__SERVICE__HTTP_PORT": "your-value",
"QDRANT__TLS__CERT": "your-value",
"TAVILY_API_KEY": "your-value",
"TOGETHER_API_KEY": "your-value",
"VERCEL_OIDC_TOKEN": "your-value",
"VOYAGE_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add codeweaver --env CODEWEAVER_CONFIG_FILE=your-value --env CODEWEAVER_DEBUG=your-value --env CODEWEAVER_EMBEDDING_API_KEY=your-value --env CODEWEAVER_EMBEDDING_MODEL=your-value --env CODEWEAVER_EMBEDDING_PROVIDER=your-value --env CODEWEAVER_HOST=your-value --env CODEWEAVER_LOG_LEVEL=your-value --env CODEWEAVER_MCP_PORT=your-value --env CODEWEAVER_PORT=your-value --env CODEWEAVER_PROFILE=your-value --env CODEWEAVER_PROJECT_NAME=your-value --env CODEWEAVER_PROJECT_PATH=your-value --env CODEWEAVER_RERANKING_API_KEY=your-value --env CODEWEAVER_RERANKING_MODEL=your-value --env CODEWEAVER_RERANKING_PROVIDER=your-value --env CODEWEAVER_SPARSE_EMBEDDING_MODEL=your-value --env CODEWEAVER_SPARSE_EMBEDDING_PROVIDER=your-value --env CODEWEAVER_VECTOR_STORE_API_KEY=your-value --env CODEWEAVER_VECTOR_STORE_PORT=your-value --env CODEWEAVER_VECTOR_STORE_PROVIDER=your-value --env CODEWEAVER_VECTOR_STORE_URL=your-value --env CODEWEAVER__TELEMETRY__DISABLE_TELEMETRY=your-value --env CODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY=your-value --env HTTPS_PROXY=your-value --env OPENAI_API_KEY=your-value --env OPENAI_LOG=your-value --env SSL_CERT_FILE=your-value --env AI_GATEWAY_API_KEY=your-value --env AWS_ACCOUNT_ID=your-value --env AWS_REGION=your-value --env AWS_SECRET_ACCESS_KEY=your-value --env AZURE_COHERE_API_KEY=your-value --env AZURE_COHERE_ENDPOINT=your-value --env AZURE_COHERE_REGION=your-value --env AZURE_OPENAI_API_KEY=your-value --env AZURE_OPENAI_ENDPOINT=your-value --env AZURE_OPENAI_REGION=your-value --env COHERE_API_KEY=your-value --env CO_API_URL=your-value --env DEEPSEEK_API_KEY=your-value --env GEMINI_API_KEY=your-value --env GOOGLE_API_KEY=your-value --env HF_HUB_VERBOSITY=your-value --env HF_TOKEN=your-value --env HTTPS_PROXY=your-value --env INFERENCE_KEY=your-value --env INFERENCE_URL=your-value --env MISTRAL_API_KEY=your-value --env OPENAI_API_KEY=your-value --env OPENAI_LOG=your-value --env QDRANT__LOG_LEVEL=your-value --env QDRANT__SERVICE__API_KEY=your-value --env QDRANT__SERVICE__ENABLE_TLS=your-value --env QDRANT__SERVICE__HOST=your-value --env QDRANT__SERVICE__HTTP_PORT=your-value --env QDRANT__TLS__CERT=your-value --env SSL_CERT_FILE=your-value --env TAVILY_API_KEY=your-value --env TOGETHER_API_KEY=your-value --env VERCEL_OIDC_TOKEN=your-value --env VOYAGE_API_KEY=your-value -- uvx code-weaver server --host 127.0.0.1 --port 9328 --transport streamable-http运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"codeweaver": {
"command": "uvx",
"args": [
"code-weaver",
"server",
"--host",
"127.0.0.1",
"--port",
"9328",
"--transport",
"streamable-http"
],
"env": {
"CODEWEAVER_CONFIG_FILE": "your-value",
"CODEWEAVER_DEBUG": "your-value",
"CODEWEAVER_EMBEDDING_API_KEY": "your-value",
"CODEWEAVER_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_HOST": "your-value",
"CODEWEAVER_LOG_LEVEL": "your-value",
"CODEWEAVER_MCP_PORT": "your-value",
"CODEWEAVER_PORT": "your-value",
"CODEWEAVER_PROFILE": "your-value",
"CODEWEAVER_PROJECT_NAME": "your-value",
"CODEWEAVER_PROJECT_PATH": "your-value",
"CODEWEAVER_RERANKING_API_KEY": "your-value",
"CODEWEAVER_RERANKING_MODEL": "your-value",
"CODEWEAVER_RERANKING_PROVIDER": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_API_KEY": "your-value",
"CODEWEAVER_VECTOR_STORE_PORT": "your-value",
"CODEWEAVER_VECTOR_STORE_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_URL": "your-value",
"CODEWEAVER__TELEMETRY__DISABLE_TELEMETRY": "your-value",
"CODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY": "your-value",
"HTTPS_PROXY": "your-value",
"OPENAI_API_KEY": "your-value",
"OPENAI_LOG": "your-value",
"SSL_CERT_FILE": "your-value",
"AI_GATEWAY_API_KEY": "your-value",
"AWS_ACCOUNT_ID": "your-value",
"AWS_REGION": "your-value",
"AWS_SECRET_ACCESS_KEY": "your-value",
"AZURE_COHERE_API_KEY": "your-value",
"AZURE_COHERE_ENDPOINT": "your-value",
"AZURE_COHERE_REGION": "your-value",
"AZURE_OPENAI_API_KEY": "your-value",
"AZURE_OPENAI_ENDPOINT": "your-value",
"AZURE_OPENAI_REGION": "your-value",
"COHERE_API_KEY": "your-value",
"CO_API_URL": "your-value",
"DEEPSEEK_API_KEY": "your-value",
"GEMINI_API_KEY": "your-value",
"GOOGLE_API_KEY": "your-value",
"HF_HUB_VERBOSITY": "your-value",
"HF_TOKEN": "your-value",
"INFERENCE_KEY": "your-value",
"INFERENCE_URL": "your-value",
"MISTRAL_API_KEY": "your-value",
"QDRANT__LOG_LEVEL": "your-value",
"QDRANT__SERVICE__API_KEY": "your-value",
"QDRANT__SERVICE__ENABLE_TLS": "your-value",
"QDRANT__SERVICE__HOST": "your-value",
"QDRANT__SERVICE__HTTP_PORT": "your-value",
"QDRANT__TLS__CERT": "your-value",
"TAVILY_API_KEY": "your-value",
"TOGETHER_API_KEY": "your-value",
"VERCEL_OIDC_TOKEN": "your-value",
"VOYAGE_API_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"codeweaver": {
"type": "stdio",
"command": "uvx",
"args": [
"code-weaver",
"server",
"--host",
"127.0.0.1",
"--port",
"9328",
"--transport",
"streamable-http"
],
"env": {
"CODEWEAVER_CONFIG_FILE": "your-value",
"CODEWEAVER_DEBUG": "your-value",
"CODEWEAVER_EMBEDDING_API_KEY": "your-value",
"CODEWEAVER_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_HOST": "your-value",
"CODEWEAVER_LOG_LEVEL": "your-value",
"CODEWEAVER_MCP_PORT": "your-value",
"CODEWEAVER_PORT": "your-value",
"CODEWEAVER_PROFILE": "your-value",
"CODEWEAVER_PROJECT_NAME": "your-value",
"CODEWEAVER_PROJECT_PATH": "your-value",
"CODEWEAVER_RERANKING_API_KEY": "your-value",
"CODEWEAVER_RERANKING_MODEL": "your-value",
"CODEWEAVER_RERANKING_PROVIDER": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_MODEL": "your-value",
"CODEWEAVER_SPARSE_EMBEDDING_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_API_KEY": "your-value",
"CODEWEAVER_VECTOR_STORE_PORT": "your-value",
"CODEWEAVER_VECTOR_STORE_PROVIDER": "your-value",
"CODEWEAVER_VECTOR_STORE_URL": "your-value",
"CODEWEAVER__TELEMETRY__DISABLE_TELEMETRY": "your-value",
"CODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY": "your-value",
"HTTPS_PROXY": "your-value",
"OPENAI_API_KEY": "your-value",
"OPENAI_LOG": "your-value",
"SSL_CERT_FILE": "your-value",
"AI_GATEWAY_API_KEY": "your-value",
"AWS_ACCOUNT_ID": "your-value",
"AWS_REGION": "your-value",
"AWS_SECRET_ACCESS_KEY": "your-value",
"AZURE_COHERE_API_KEY": "your-value",
"AZURE_COHERE_ENDPOINT": "your-value",
"AZURE_COHERE_REGION": "your-value",
"AZURE_OPENAI_API_KEY": "your-value",
"AZURE_OPENAI_ENDPOINT": "your-value",
"AZURE_OPENAI_REGION": "your-value",
"COHERE_API_KEY": "your-value",
"CO_API_URL": "your-value",
"DEEPSEEK_API_KEY": "your-value",
"GEMINI_API_KEY": "your-value",
"GOOGLE_API_KEY": "your-value",
"HF_HUB_VERBOSITY": "your-value",
"HF_TOKEN": "your-value",
"INFERENCE_KEY": "your-value",
"INFERENCE_URL": "your-value",
"MISTRAL_API_KEY": "your-value",
"QDRANT__LOG_LEVEL": "your-value",
"QDRANT__SERVICE__API_KEY": "your-value",
"QDRANT__SERVICE__ENABLE_TLS": "your-value",
"QDRANT__SERVICE__HOST": "your-value",
"QDRANT__SERVICE__HTTP_PORT": "your-value",
"QDRANT__TLS__CERT": "your-value",
"TAVILY_API_KEY": "your-value",
"TOGETHER_API_KEY": "your-value",
"VERCEL_OIDC_TOKEN": "your-value",
"VOYAGE_API_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
CODEWEAVER_CONFIG_FILE envCODEWEAVER_DEBUG envCODEWEAVER_EMBEDDING_MODEL envCODEWEAVER_EMBEDDING_PROVIDER envCODEWEAVER_HOST envCODEWEAVER_LOG_LEVEL envCODEWEAVER_MCP_PORT envCODEWEAVER_PORT envCODEWEAVER_PROFILE envCODEWEAVER_PROJECT_NAME envCODEWEAVER_PROJECT_PATH envCODEWEAVER_RERANKING_MODEL envCODEWEAVER_RERANKING_PROVIDER envCODEWEAVER_SPARSE_EMBEDDING_MODEL envCODEWEAVER_SPARSE_EMBEDDING_PROVIDER envCODEWEAVER_VECTOR_STORE_PORT envCODEWEAVER_VECTOR_STORE_PROVIDER envCODEWEAVER_VECTOR_STORE_URL envCODEWEAVER__TELEMETRY__DISABLE_TELEMETRY envCODEWEAVER__TELEMETRY__TOOLS_OVER_PRIVACY envHTTPS_PROXY envOPENAI_LOG envSSL_CERT_FILE envAWS_ACCOUNT_ID envAWS_REGION envAZURE_COHERE_ENDPOINT envAZURE_COHERE_REGION envAZURE_OPENAI_ENDPOINT envAZURE_OPENAI_REGION envCOHERE_API_KEY envCO_API_URL envGEMINI_API_KEY envGOOGLE_API_KEY envHF_HUB_VERBOSITY envHF_TOKEN envHTTPS_PROXY envINFERENCE_URL envMISTRAL_API_KEY envOPENAI_LOG envQDRANT__LOG_LEVEL envQDRANT__SERVICE__ENABLE_TLS envQDRANT__SERVICE__HOST envQDRANT__SERVICE__HTTP_PORT envQDRANT__TLS__CERT envSSL_CERT_FILE envTAVILY_API_KEY env这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过域名 knitli.com 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:CODEWEAVER_EMBEDDING_API_KEY, CODEWEAVER_RERANKING_API_KEY, CODEWEAVER_VECTOR_STORE_API_KEY, OPENAI_API_KEY, AI_GATEWAY_API_KEY, AWS_SECRET_ACCESS_KEY, AZURE_COHERE_API_KEY, AZURE_OPENAI_API_KEY, DEEPSEEK_API_KEY, INFERENCE_KEY, OPENAI_API_KEY, QDRANT__SERVICE__API_KEY, TOGETHER_API_KEY, VERCEL_OIDC_TOKEN, VOYAGE_API_KEY
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.1.0-alpha.3)于11个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv), Docker。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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仓库中没有找到 README