Pulse document-extraction API as MCP tools — hosted gateway and local stdio server
Project description
pulse-mcp
Pulse's document-extraction API as an MCP server — turn PDFs, Office documents, images, and spreadsheets into clean markdown, structured JSON, and tables from Claude Desktop, Cursor, or any MCP client.
Quickstart
You need a Pulse API key (from the Pulse dashboard). Add to your MCP client config (Claude Desktop, Cursor, …):
{
"mcpServers": {
"pulse": {
"command": "uvx",
"args": ["pulse-mcp@latest"],
"env": { "PULSE_API_KEY": "<your-pulse-api-key>" }
}
}
}
Instead of the env var, the key can live in ~/.pulse/config.toml:
api_key = "<your-pulse-api-key>"
Tools
| Tool | What it does |
|---|---|
extract |
Document → markdown (chunking, HTML, figure descriptions optional) |
apply_schema |
Structured JSON from an extraction, against your JSON schema |
generate_schema |
AI-draft or refine an extraction schema from a prompt |
extract_tables |
Pull tables (HTML/markdown) out of an extraction |
split_document |
Partition a document into topic page-ranges |
batch_extract |
Many documents in one asynchronous batch |
run_pipeline |
Run a pipeline saved in the Pulse dashboard |
get_job |
Poll any asynchronous job |
extract takes a file_url — or, because this server runs on your machine, a local
file_path: the server process reads the file and uploads it out-of-band, so file
bytes never pass through the model. Up to 50 MB; pdf, png, jpg, jpeg, bmp, tiff, docx,
pptx, xlsx, xlsm, csv, txt, html.
Hosted alternative
Don't want a local process? The same tools are served hosted at
https://mcp.runpulse.com/mcp (Streamable HTTP) — authenticate with your API key as an
x-api-key header.
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The following attestation bundles were made for pulse_mcp-0.1.1-py3-none-any.whl:
Publisher:
publish-mcp.yml on Pulse-Software-Corp/pulse-api
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