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paper-mcp

Use the Paper MCP server to fetch paper metadata, sections, figures, citations, and full-text context, then translate that context into structured outputs…

Skill by artivilla

IndexedMIT
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/artivilla-paper-mcp

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About

Use the Paper MCP server to fetch paper metadata, sections, figures, citations, and full-text context, then translate that context into structured outputs such as summaries, extraction tables, and implementation-ready notes. Trigger when a task involves paper links/DOIs/arXiv IDs, literature review, citation extraction, or Paper MCP setup and troubleshooting.

Use cases: backend, research, productivity, agent-building

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/paper-mcp

What's inside

Skill name
paper-mcp
Description
Use the Paper MCP server to fetch paper metadata, sections, figures, citations, and full-text context, then translate that context into structured outputs such as summaries, extraction tables, and implementation-ready notes. Trigger when a task involves paper links/DOIs/arXiv IDs, literature review, citation extraction, or Paper MCP setup and troubleshooting.
License
MIT
Instructions
39 lines in SKILL.md · view on GitHub

Files (3)

  • SKILL.md
  • paper-mcp-config.md · references/
  • paper-tools-and-prompts.md · references/

SKILL.md (first lines)

# Paper MCP

Use the Paper MCP server for paper-driven research and implementation tasks. For setup and debugging details (env vars, config, verification), see `references/paper-mcp-config.md`.

## Paper MCP integration rules
These rules define how to translate paper inputs into reliable outputs and must be followed for every paper-driven change.

### Required flow (do not skip)
1. Resolve the paper first (URL/DOI/arXiv/PMID) and fetch high-level metadata before requesting full text.
2. If the full response is large or truncated, fetch section-level context and work section-by-section.
3. Fetch a stable citation list before drafting any claims that depend on references.
4. If figures/tables are relevant, fetch those assets and capture captions prior to synthesis.
5. Only after metadata plus content context are collected, generate the user output (summary/table/notes/code-facing plan).
6. Validate all key claims against source excerpts before marking complete.

### Tool mapping rule
- Paper MCP deployments may expose different tool names.
- Start by listing available paper MCP tools, then map this workflow to equivalent tools in the current server.
- If a required capability is missing (for example, no section fetch or no citation endpoint), note the limitation and continue with the best available fallback.

### Implementation rules
- Treat paper MCP responses as source context, not final prose.
- Keep outputs traceable: tie each important claim to a section, figure, or citation.
- Distinguish evidence from inference clearly.
- Preserve units, metrics, and dataset/task names exactly as written in source context.
- Prefer concise structured output (tables/checklists) when comparing multiple papers.
- For code-facing tasks, extract actionable constraints (input shapes, evaluation metrics, baseline numbers, reproducibility requirements).

### Quality rules
- Do not invent citations, metrics, or section names.
- Call out uncertainty when context is partial, truncated, or conflicting.
- If two sources disagree, present both with scope and date/context differences.
- Keep quoted text short and use paraphrasing for long passages.

## References
- `references/paper-mcp-config.md` - setup, verification, troubleshooting, and input ID guidance.
- `references/paper-tools-and-prompts.md` - tool mapping checklist and prompt templates for common paper workflows.

From artivilla/agents-config, MIT.

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Last commit (this folder)
Mar 5, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

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License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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paper-mcp skill. Agent Mart. https://agentmart.dev/skills/artivilla-paper-mcp (last updated 2026-10-24)