reviewpaper.ai

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Review forms for 29 ML/NLP/CV venues, AI conference deadlines and ICLR acceptance odds.

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Copy this into your MCP client config:

{
  "mcpServers": {
    "reviewpaper.ai": {
      "url": "https://reviewpaper.ai/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (7)

• list_venues read-only

  List the 29 ML / NLP / CV / data-mining venues whose reviewer forms reviewpaper.ai models, with the overall score scale, whether the form is official or modeled, and links. Use get_review_form for the full form.

  Parameters:

  • area — string — Optional venue area filter.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• get_review_form read-only

  The exact reviewer form for a venue: every field in order with guidance, each score scale with its official labels, the author checklist, the area-chair meta-review, the rough acceptance bar and the venue's LLM policy. Accepts a slug, name or alias (e.g. 'iclr', 'NeurIPS', 'ACL Rolling Review', 'cvpr').

  Parameters:

  • venue (required) — string — Venue slug, name or alias, e.g. 'iclr' or 'CVPR'.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• list_deadlines read-only

  Upcoming paper and abstract deadlines for ~64 ML, CV, NLP, robotics, speech, data-mining and AI conferences, soonest first, in AoE and ISO-8601 UTC. Projected (not yet announced) dates are excluded unless include_estimated is true.

  Parameters:

  • area — string — Area code: ML (Machine learning), CV (Computer vision), NLP (Natural language processing), RO (Robotics), SP (Speech and signal processing), DM (Data mining), AP (Applications (health, bio, finance…)), KR (Knowledge representation and planning), HCI (Human-computer interaction), IRSM (Information retrieval and social media), MISC (Other).
  • limit — integer
  • within_days — integer — Only deadlines within this many days.
  • include_estimated — boolean — Include dates projected from last year.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• get_deadline read-only

  Full timeline for one conference edition: abstract/registration, paper, author response and decision dates (AoE + ISO), plus links to its review form. Accepts 'cvpr-2027', 'CVPR 2027' or just 'CVPR' (next upcoming edition).

  Parameters:

  • conference (required) — string — e.g. 'cvpr-2027', 'ICML 2027', 'neurips'.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• iclr_acceptance_odds read-only

  Historical ICLR acceptance rate for papers with similar reviewer ratings, from public OpenReview decisions (kernel estimate over past score profiles). Give 3–6 ratings as the reviewers gave them. Not a prediction of any decision.

  Parameters:

  • scores (required) — array — Reviewer ratings, e.g. [6, 6, 8, 4].
  • year — integer — Reference year: 2026, 2025, 2024 (default: latest).

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• convert_score read-only

  Map an overall review score at one venue to the same position on other venues' scales, keeping its distance from each venue's rough acceptance bar. A heuristic for intuition, not an official equivalence.

  Parameters:

  • venue (required) — string — Venue the score is from, e.g. 'neurips'.
  • score (required) — number — Overall score on that venue's scale.
  • to — array — Target venues (default: all).

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• get_llm_policy read-only

  What a venue allows authors and reviewers to do with LLMs, with the official policy link. Use before advising someone on AI use for a submission or a review.

  Parameters:

  • venue (required) — string — Venue slug, name or alias.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

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Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.