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Cairn MCP Server

chalshik/Cairn

Score: 52.2 Rank #65 MCP Server
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Cairn wraps a careers page scraper with an MCP server, turning raw job postings into structured, queryable data for your AI agent. Point it at any company's careers page — get back clean, grouped, complete job intelligence.

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Overview

chalshik/Cairn is a Python MCP server. Cairn wraps a careers page scraper with an MCP server, turning raw job postings into structured, queryable data for your AI agent. Point it at any company's careers page — get back clean, grouped, complete job intelligence.

Ranked #65 out of 116 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python No license 31 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 4

4 stars → early stage

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 31/wk

31 weekly installs → early adoption

Forks 0
Description Detailed
License None

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for chalshik/Cairn
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Matched Queries

"mcp server""mcp-server"

From the README

# Cairn

Cairn is an MCP server that turns any company's careers page into structured, queryable job data for AI agents. Point it at a Greenhouse board, a Lever listing, a Workday portal, or a plain HTML careers page — Cairn scrapes all postings without data loss, normalises them into a consistent schema, and exposes them as MCP tools that Claude (or any MCP-compatible agent) can call directly. No manual copy-pasting, no brittle spreadsheets: just clean job intelligence on demand.

---

## Install

### 1. Clone and enter the repo

```bash
git clone https://github.com/chalshik/cairn.git
cd cairn
```

### 2. Create a virtual environment

```bash
python -m venv .venv
source .venv/bin/activate   # Windows: .venv\Scripts\activate
```

### 3. Install Python dependencies

```bash
pip install mcp httpx beautifulsoup4 playwright
```

### 4. Install the Playwright browser

```bash
playwright install chromium
```

---

## Register with Claude Code

```bash
claude mcp add cairn -- python main.py
`
Read full README on GitHub →

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