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MCP server · Developer Tools

Openreview

OpenReview MCP — ML conference submissions and reviews (API v2)

Unclaimed last commit 8 months ago devtools
44Fair

Scored 8 days ago · breakdown

About Openreview

Openreview is an MCP server published by saba-ch in the Developer Tools category: openReview MCP — ML conference submissions and reviews (API v2).

The repository has 7 stars and 0 forks, with the last commit 8 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/saba-ch/openreview

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (4)

add_commentAdds an inline comment to a diff line by `lineRef`.

Parameters not published.

delete_commentRemoves a comment by `id`.

Parameters not published.

get_commentsReturns all review comments. Optional `filePath` filter.

Parameters not published.

update_commentEdits the text of an existing comment by `id`.

Parameters not published.

Ask AI

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Ask AI about Openreview

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I know everything about Openreview. Ask me about installation, configuration, usage, or troubleshooting.

Security checks

Static checks derived from the repository 7 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • !License declaredNo license file. Legally you have no right to use it in a product.
  • !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • ✓No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

README

OpenReview

A native git diff viewer with AI-powered code review via MCP. Open any repository, browse staged and unstaged changes, and let Claude (or any MCP-compatible AI) leave inline comments directly in the UI.

OpenReview screenshot


Features

  • Git diff viewer — staged and unstaged changes side by side, syntax highlighted, virtualised for large diffs
  • Inline comments — click any diff line to annotate it; comments survive refreshes until the line disappears
  • File tree sidebar — collapse/expand files, see addition/deletion counts at a glance
  • Copy review — export all comments as plain text (file path + line + text) for pasting into PRs or tickets
  • MCP server — full Model Context Protocol server running locally at http://127.0.0.1:27182/mcp; connect Claude Desktop, Cursor, or any MCP client and let the AI read the diff and post comments without leaving your editor

Getting started

npm install
npm run dev

Click open in the toolbar to pick a git repository. The MCP server starts automatically alongside the app.


MCP setup

The app exposes an MCP server on http://127.0.0.1:27182/mcp (Streamable HTTP transport). Click mcp url in the toolbar to copy the URL to your clipboard.

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "openreview": {
      "url": "http://127.0.0.1:27182/mcp"
    }
  }
}

Cursor

Add to .cursor/mcp.json in your project (or globally in ~/.cursor/mcp.json):

{
  "mcpServers": {
    "openreview": {
      "url": "http://127.0.0.1:27182/mcp"
    }
  }
}

MCP capabilities

Tools

Tool Description
get_comments Returns all review comments. Optional filePath filter.
add_comment Adds an inline comment to a diff line by lineRef.
update_comment Edits the text of an existing comment by id.
delete_comment Removes a comment by id.

Resources

URI Description
comments://all Live snapshot of all current comments (subscribable).

Tech stack

Electron · React · Zustand · Tailwind CSS · Shiki · @modelcontextprotocol/sdk

README fetched from the repository 7 days ago. The original is authoritative.

Questions

About Openreview

How do I install Openreview?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Openreview safe to use with an AI agent?

Its trust score is 44 out of 100 (fair). It passes 3 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Openreview still maintained?

The last commit was 8 months ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.