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One MCP, many parsers MCP server

by adelaidasofia·io.github.adelaidasofia/parse-mcp·v0.1.0
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One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus an interpret tool…

B73/100grade B
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Safety scan
B73/100

full report

Adoption
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If you have run it, two minutes of your experience saves the next person an afternoon.

One MCP, many parsers tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • –Code scanpackage could not be scannedn/a
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 3 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 73/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How One MCP, many parsers compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
73/100
higher than 40% of 48,273 servers

Install One MCP, many parsers in Claude Code, Cursor or VS Code

The registry entry has no remote endpoint or installable package.

What the publisher says

From the One MCP, many parsers repository's README, as published. We do not edit it. Read it on GitHub

parse-mcp

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One MCP, many parsers. Default markitdown (free, fast, MIT). Escalate to Docling (table-heavy, scanned PDFs) or LlamaParse (cloud, BYOK) when markitdown's quality isn't enough. Plus an interpret tool that pipes parsed markdown into Claude for "summarize / extract X" so you stop juggling parsers and anthropic skills.

Install

Open Claude Code, paste:

/plugin marketplace add adelaidasofia/parse-mcp /plugin install parse-mcp@parse-mcp

Legacy install

Manual install (pre-plugin-marketplace). See SETUP.md for full details.

pip3 install --break-system-packages -r requirements.txt
pip3 install --break-system-packages 'markitdown[pdf,docx,pptx,xlsx]'

Then register the server in your client's .mcp.json:

{
  "mcpServers": {
    "parse": {
      "command": "python3",
      "args": ["/absolute/path/to/parse-mcp/server.py"]
    }
  }
}

Tools

Backends (priority order)

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

One MCP, many parsers: common questions

Is One MCP, many parsers MCP server safe?
Mostly: it is graded B (73/100). Read the One MCP, many parsers safety report
Does One MCP, many parsers need an API key?
Yes. The registry entry asks for LLAMAPARSE_API_KEY.
Is One MCP, many parsers maintained?
The last commit was 39 days ago (2026-09-24). The latest release is v0.1.0.

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