Openreview vs Idea Reality MCP

A side-by-side look at the Openreview and Idea Reality MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Openreview logoOpenreviewResearch · Local subprocess (stdio)OpenReview MCP — ML conference submissions and reviews (API v2)59GoodAuth: not declaredIdea Reality MCP logoIdea Reality MCPResearch · Local subprocess (stdio)Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI, and Product Hunt to detect existing competition before building, returning a reality signal score (0-100), duplicate likelihood, similar projects, and pivot hints.65GreatAuth: no auth required

Verdict: choose Openreview for research work as a local process; choose Idea Reality MCP for research as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Openreview logoChoose Openreview when

  • You need dedicated capabilities in the Research domain.
  • You prefer a local stdio subprocess transport.
  • You want tools like list_venues, get_venue, list_submissions.
Explore Openreview

Idea Reality MCP logoChoose Idea Reality MCP when

  • You need dedicated capabilities in the Research domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: No auth required.
  • You want tools like idea_check.
Explore Idea Reality MCP

Feature & specification comparison

Rows where the two servers differ are marked.

SpecOpenreview logoOpenreviewIdea Reality MCP logoIdea Reality MCP
CategoryResearchResearch
Quality signal59/100 · Good65/100 · Great
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredNo auth required
PricingNot declaredFree
Required env varsNone listedNone listed
Verified ownerCommunity listingCommunity listing
GitHub stars0828
Directory activity 2 views 0 installs 0 upvotes 7 views 0 installs 0 upvotes
Tools61

Tools & capabilities

Openreview tools 6

  • list_venuesList venue groups (conferences, workshops). Use the returned group id to query submissions.
  • get_venueVenue (group) metadata by group id.
  • list_submissionsPapers submitted to an academic CONFERENCE venue on OpenReview — ICLR, NeurIPS, ICML, COLM and similar. PREFER for "ICLR 2024 papers about diffusion models", "NeurIPS submissions on RLHF", "what did ICML publish on optimizers". Pass the venue group id as venue_id (use list_venues to find it) together with a topic in query.
  • get_noteSingle note — paper, review, comment, decision, etc.
  • get_paperPaper + all child notes (reviews, rebuttal, decision, metareview). Pass the forum id (= paper note id).
  • search_notesFull-text search across OpenReview notes (papers, reviews, decisions) by query string; optionally restrict to a content field (e.g. title, abstract) or filter by author signature; returns matching note ids, titles, and venues.

Idea Reality MCP tools 1

  • idea_checkCheck if a product idea already exists before building it. Use when users discuss new project ideas, ask about competition, market saturation, or whether something has been built before. Trigger phrases: "has anyone built", "does this exist", "check competition", "is this idea original", "有沒有人做過", "市場上有類似的嗎", "幫我查這個點子"

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

Openreview

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "openreview": {
      "command": "npx",
      "args": [
        "-y",
        "@pipeworx/mcp-openreview"
      ]
    }
  }
}

Idea Reality MCP

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mnemox-ai-idea-reality-mcp": {
      "command": "uvx",
      "args": [
        "idea-reality-mcp"
      ]
    }
  }
}

Frequently asked questions

Openreview is categorized under Research and uses a local stdio subprocess. Idea Reality MCP belongs to Research and uses a local stdio subprocess. Pick Openreview for research work and Idea Reality MCP for research.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

Openreview has no declared pricing — check the project's own site. Idea Reality MCP is listed as free. Auth: no auth required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add openreview and mnemox-ai-idea-reality-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Openreview has a quality signal of 59/100 (Good) with 2 views, 0 installs and 0 GitHub stars. Idea Reality MCP has 65/100 (Great) with 7 views, 0 installs and 828 GitHub stars.