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Setup and reference

Enough to connect an agent and read the output correctly. The MCP install story used to live in one paragraph on the marketing page; it lives here now.

Connect an agent over MCP

The server speaks stdio. Clone the repository, install, and point your client at the stdio script.

npm install
npm run mcp:stdio

For Claude Desktop, add an entry to your MCP config pointing at that command, with the repository as the working directory.

{
  "mcpServers": {
    "pepiros": {
      "command": "npm",
      "args": ["run", "mcp:stdio"],
      "cwd": "/path/to/pepiros"
    }
  }
}

There is no published npm package yet, so npx pepiros-mcp will not resolve. Remote HTTP with OAuth is designed but not built.

Evidence tiers

Every claim carries one of three states. They are not degrees of confidence in the research; they describe how well the claim matched the text it cites.

  • quote located: the quote scored 0.92 or above against a real chunk of the source. Page and quote are both shown.
  • paraphrase: scored between 0.75 and 0.92. Close, but not a verbatim match.
  • unsupported: below 0.75. The anchor is dropped and the citation marker is stripped on re-verification.

A claim with no checked excerpt at all is badged inference. Nothing is ever badged “verified”. See how it works for the reasoning.

Anchor ids

Anchors use stable, human-readable ids so a citation stays meaningful across a conversation: C7 for a text chunk, F3 for a figure, N12 for a numeric ledger row.

An anchor can span multiple rects on a page, which is how a quote that wraps across a column break still highlights correctly.

Tools

Eight tools are registered: list_papers, search_paper, verify_claim, get_outline, get_node, create_node, find_contradictions, and paper_facts. Full argument tables are on the MCP page.

create_node re-verifies server-side and never trusts a client-asserted tier. An agent cannot write a claim into the graph badged “quote located” by simply saying it is.

Pepiros
Be the source.

A publishing platform for researchers, with a summariser you can check. Every claim stays bound to the sentence it came from.

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Pepiros started as a hackathon project and is still an early build, moving fast.

Uploaded papers stay private to your workspace unless they're open-access or CC-licensed.

© 2026 Anay Dhawan and Yash Kewlani · MIT