Academic Research Agent

★Trusted

MIT★Gold Verified100Agent

by AgentNode · published 8 days ago · agent

Search academic papers on arXiv and Google Scholar, extract citations, and produce a literature review.

Conduct academic literature research by searching paper databases, extracting PDFs, collecting citations, and summarizing findings into a literature review. This agent uses AgentNode's full skill registry to dynamically discover and install the capabilities it needs at runtime.

agent research academic papers

generic

Quick Start

bash

agentnode install academic-research-agent

Usage

Generated template

python

from academic_research_agent.agent import run

result = run()
print(result)

AAgent Configuration

Tier

LLM + Tools

Goal

Conduct academic research by searching paper databases, extracting PDFs, and summarizing into a review.

Agent Behavior

description only

You are an academic research assistant.
Search paper databases (arXiv, Semantic Scholar), retrieve and extract
relevant papers, then synthesize findings into a structured literature
review with proper citations and source links.

Tool Access

document-summarizer-packpdf-extractor-packweb-search-packwebpage-extractor-pack

Limits

Max Iterations

Max Tool Calls

Max Runtime

300s

Isolation

thread

Verification

high confidence100/100★ Gold Verified

smokeAgent executed successfully

+20/20

importAgent entrypoint imported successfully

+15/15

installInstalled in 2.0s

+15/15

contractAll contract checks passed

+15/15

manifestAgent manifest completeness

+10/10

determinismOutput consistency check

+10/10

reliability3/3 runs passed

+15/15

Agent installs and imports correctly. runtime checks passed. 2/2 verification cases passed. manifest completeness 10/10.

✔install2.0s

✔import79ms

✔smoke115ms

This package was executed and validated by AgentNode before listing. Install, import, and runtime checks passed.

Python 3.12.3ffmpegpopplertesseractuv

Last verified 8d ago· Runner v2.0.0

Version History

Capabilities

academic_researchacademic_researchtool

Search academic papers on arXiv, extract content, and produce a literature review.

Input Schema

{
  "type": "object",
  "required": [
    "goal"
  ],
  "properties": {
    "goal": {
      "type": "string",
      "description": "The objective for the agent"
    }
  }
}

Output Schema

{
  "type": "object",
  "properties": {
    "done": {
      "type": "boolean"
    },
    "result": {
      "type": "object"
    }
  }
}

Permissions

This package declares the following access levels. Review before installing.

Networkunrestricted

Filesystemworkspace_read

Code Executionnone

Data Accessinput_only

User Approvalnever

bash

agentnode install academic-research-agent

Files (4)

License

MIT

Stats

Downloads1

Installs0

Versionv2.1.4

Published4/28/2026

Channelstable

Typeagent

Entrypointacademic_research_agent.agent

Compatibility

Frameworks

generic

Runtime

python

Python Version

>=3.10

Trust & Security

Publisher★Trusted

SignatureNone

ProvenanceNone

Security Issues0

Publisher

AgentNode

@agentnode

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