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官方说明7 个来源MCP 服务8 天前
LLM-Pulse/llmpulse-mcp

LLM-Pulse/llmpulse-mcp

LLM Pulse AI visibility analyt
在 GitHub 查看 ↗直链 · 无中转页
配置模板(请按你的客户端调整)
claude mcp add llmpulse-mcp -- npx -y llmpulse-mcp
这是根据仓库名生成的可粘贴骨架,命令行参数与包名请以该项目 README 为准。
★ 数取值
0 ★ · LLM-Pulse/llmpulse-mcp · 取自 GitHub 搜索 API · (2026-10-16 20:00:20 核对)
来源明细
收录自 punkpeye/awesome-mcp-servers 榜单(我们从中收集的条目之一) · 条目类型:MCP 服务
收录与活跃
收录于 2026-10-09 · 最近见到 2026-10-16 · 共见到 32 次 · 被 7 个来源列出
评分构成
综合分 703 · 7 个来源 · mcp
常见问题(答案都来自我们的记录)
怎么安装?
我们【没有】从该仓库取到安装命令(我们的 install 覆盖率只有约 4%)。请看它的 README 或 releases 页。
它适合谁 / 用来做什么?
我们把它归在这些标签下: MCP 服务。标签来自条目自身,不是我们强加的分类。
谁维护它、还在更新吗?
仓库 LLM-Pulse/llmpulse-mcp;我们收录于 2026-10-09;最近见到 2026-10-16。这里没有"官方认证"或"质量评级"——我们只记录来源与时间。
第三方质量标记

LLM Pulse MCP Server

以下摘录自该仓库的 README(片段) · 在 GitHub 读完整 README →

LLM Pulse is an AI visibility analytics platform for monitoring brand mentions, citations, sentiment, competitor share of voice, and GEO performance across AI search engines.
This repository contains a small runnable wrapper for the hosted LLM Pulse MCP server. It does not contain the private LLM Pulse application source code.
Hosted MCP Endpoint
Transport: Streamable HTTP
Authentication: Bearer token
The hosted endpoint also supports OAuth 2.0 with automatic discovery and dynamic client registration for compatible clients.
Create an LLM Pulse API key in the app, then send it as:
API keys are available on Scale plans and above.
Local MCP Wrapper
Run the wrapper with an API key to expose the hosted LLM Pulse MCP tools through stdio:
Without LLMPULSE_API_KEY, the wrapper still starts and exposes a read-only setup/status tool. This lets registries verify that the server starts and responds to MCP introspection without requiring a secret.
Docker
Gemini CLI
Install the extension from GitHub:
Gemini CLI connects to the hosted endpoint and opens the LLM Pulse OAuth flow when authentication is required.
GitHub Copilot and VS Code
In VS Code, run **Chat: Install Plugin From Source** from the Command Palette and enter:
The Agent Plugin registers the hosted LLM Pulse MCP server for GitHub Copilot and uses its OAuth sign-in flow.
Kiro Power and Agent Plugin
This repository is also a portable Agent Plugin. In Kiro, choose **Powers → Add Custom Power → Import power from GitHub** and enter:
Kiro connects to the hosted server and handles the OAuth sign-in flow.
What It Provides
- Project and competitor dimensions
- AI visibility, mention rate, citation rate, and weighted visibility metrics
- Brand mentions, citations, sources, sentiments, and prompt execution data
- Share of voice and top source analytics
- Recommendation, GEO Writer, Search Console, and AI traffic data where plan access allows
Documentation
- API docs: https://api.llmpulse.ai/api-docs
来源
awesome · https://github.com/LLM-Pulse/llmpulse-mcp
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