⚡ Pulse Score 98/100
Chunkr MCP
Convert documents into RAG-optimized semantic chunks with bounding-box citations using vision-language models via MCP.
⚡ 1-Click Agent & Developer Install
Zero Auth · Ready for Grok Bot, Claude Code & Cursoruvx chunkr-mcp
Copy-Paste System Prompt / Routine Blueprint:
Connect to Chunkr (https://mcp.chunkr.ai) and execute a live #research workflow in my session. Connect via `uvx chunkr-mcp`, run an initial read-only workspace inspection to verify schema and credentials, and present a structured action plan for human approval before executing any write operations.
Synthesized Engineering Blueprint & Setup Guide
## Chunkr — Official Model Context Protocol (MCP) Integration
Convert documents into RAG-optimized semantic chunks with bounding-box citations using vision-language models via MCP.
### Key Capabilities for Builders
- **One-Click CLI Installation:** `uvx chunkr-mcp`
- **MCP Endpoint:** `https://mcp.chunkr.ai`
- **Category:** `#research`
- **Compatible Runtimes:** Grok Bot (`x.ai/bot`), Claude Code, Cursor, Windsurf, and OpenClaw.
### Maintainer Verification
Are you on the **Chunkr** team (`chunkr.ai` / `@chunkrai`)? [Claim your free Verified Official badge & canonical dofollow link in 1 click](https://lightstate.ai/claim?slug=chunkr-ai-mcp&token=claim_be004795e2).
### Standard `mcpServers` JSON Configuration
```json
{
"mcpServers": {
"chunkr-ai-mcp": {
"type": "http",
"url": "https://mcp.chunkr.ai",
"headers": {
"Authorization": "Bearer ${API_KEY}"
}
}
}
}
```
### Security & Verification Guardrails
- **Read-Only Discovery First:** Verify workspace connectivity before mutating resources.
- **CLI Quickstart:** `uvx chunkr-mcp`
Tags: #research#mcp#chunkr.ai#verified-partner
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