Analyzes LinkedIn profiles by fetching, filtering, and managing post data, designed for integration with Claude AI.
LinkedIn Profile Analyzer MCP server is a locally run integration for AI assistants that speak the Model Context Protocol. Analyzes LinkedIn profiles by fetching, filtering, and managing post data, designed for integration with Claude AI.
A powerful LinkedIn profile analyzer MCP (Model Context Protocol) server that interacts with LinkedIn's API to fetch, analyze, and manage LinkedIn posts data. This MCP is specifically designed to work with Claude AI.
Once LinkedIn Profile Analyzer is connected, these are the calls the assistant has available:
x-rapidapi-key — Your RapidAPI keyx-rapidapi-host — linkedin-data-api.p.rapidapi.comSetup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client. The configuration blocks on this page cover the common clients.
You will need one environment variable: RAPIDAPI_KEY. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.
Among the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. LinkedIn Profile Analyzer's toolset — x-rapidapi-key, x-rapidapi-host — is a fair guide to whether it matches your workflow. It is maintained by rugvedp; worth a glance at recent repository activity before you build anything load-bearing on it.
SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.
| Tool | What it does |
|---|---|
| x-rapidapi-key | Your RapidAPI key |
| x-rapidapi-host | linkedin-data-api.p.rapidapi.com |
{
"mcpServers": {
"LinkedIn Updated": {
"command": "uv",
"args": [
"run",
"--with",
"mcp[cli]",
"mcp",
"run",
"path/to/your/script.py"
]
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| RAPIDAPI_KEY | Credential the server authenticates with. | Yes |
Kill hallucinated APIs — version-accurate, up-to-date library documentation injected straight into context.
Microsoft's official browser automation server — drive a real browser through the accessibility tree, no screenshots needed.
GitHub's official server — repos, issues, pull requests, Actions and code security, straight from your assistant.
Issue tracking at the speed of conversation — Linear's official hosted server with OAuth and zero install.
Local repository surgery — status, diffs, commits, branches and history for any repo on disk.
Timezone sanity for AI — current time anywhere and correct conversions, without the model doing date math.