# Reviewpaper MCP server

Source: https://glimind.com/server/mcp-registry%2Fai.reviewpaper%2Freviewpaper
Registry id: `mcp-registry/ai.reviewpaper/reviewpaper`
Status: live (checked 2026-10-27T07:22:31.407Z)

## Verdict

Reviewpaper MCP server answered 99.96% of Glimind's liveness checks over 30 days, better than 37% of MCP servers, with 816 ms median handshake and 1 outage in 90 days. Its agent-readiness grade is A (92/100) across 7 tools, costing an agent about 1,252 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 99.96% | 37% of MCP servers |
| Median handshake latency | 816 ms | 25% of MCP servers |
| p95 handshake latency | 2778 ms | — |
| Checks in 30 days | 3,058 | — |
| Outages, 90 days | 1 | — |
| Median recovery | 8 min | — |
| Agent-readiness score | 92/100 (A) | 72% of MCP servers |
| Tools | 7 | — |
| Tool-list size for an agent | ~1,252 tokens | 63% of MCP servers |
| Days observed | 14 | — |

## Install

```json
{
  "mcpServers": {
    "reviewpaper-mcp-server": {
      "type": "http",
      "url": "https://reviewpaper.ai/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http reviewpaper-mcp-server https://reviewpaper.ai/mcp
```

## Tools (7)

- `convert_score`: 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 
- `get_deadline`: Full timeline for one conference edition: abstract/registration, paper, author response and decision dates (AoE + ISO), plus links to its review form. Accepts '
- `get_llm_policy`: 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.
- `get_review_form`: 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-re
- `iclr_acceptance_odds`: Historical ICLR acceptance rate for papers with similar reviewer ratings, from public OpenReview decisions (kernel estimate over past score profiles). Give 3–6 
- `list_deadlines`: 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 (
- `list_venues`: 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

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.