BG
数据与复现
bgpt-paper-search
bgpt-paper-search：BGPT是一个remote MCP server that searches curated database of scientific papers built ，面向 raw experimenta…
K-Dense-AI/claude-scientific-skills查看
数据与复现
PE
Perplexity Search
维护者 K-Dense Inc. · 最近更新 2026年4月1日
Perplexity Search：执行 AI-powered web searches ，使用 Perplexity models through LiteLLM 、 OpenRouter。 Perplexity provides real-time，web-grounded answers ，支持 source citations，making it ideal ，用于 finding current information，recent scientific literature，、 facts beyond model's training data cutoff。
原始来源
K-Dense-AI/claude-scientific-skills
https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/perplexity-search
- 维护者
- K-Dense Inc.
- 许可
- MIT license
- 最近更新
- 2026年4月1日
技能摘要
来自 SKILL.md 的关键信息
核心说明
- 执行 AI-powered web searches ，使用 Perplexity models through LiteLLM 、 OpenRouter. Perplexity provides real-time，web-grounded answers ，支持 source citations，making it ideal ，用于 finding current information，recent scientific literature，、 facts beyond model's training data cutoff。
- This skill provides access to all Perplexity models through OpenRouter，requiring only single API key (no separate Perplexity account needed)。
- python scripts/perplexity_search.py "query" --output results.json。
原始文档
SKILL.md 摘录
When to Use This Skill
Use this skill when:
- Searching for current information or recent developments (2024 and beyond)
- Finding latest scientific publications and research
- Getting real-time answers grounded in web sources
- Verifying facts with source citations
- Conducting literature searches across multiple domains
- Accessing information beyond the model's knowledge cutoff
- Performing domain-specific research (biomedical, technical, clinical)
- Comparing current approaches or technologies
Do not use for:
- Simple calculations or logic problems (use directly)
- Tasks requiring code execution (use standard tools)
- Questions well within the model's training data (unless verification needed)
Setup (One-time)
-
Get OpenRouter API key:
- Visit https://openrouter.ai/keys
- Create account and generate API key
- Add credits to account (minimum $5 recommended)
-
Configure environment:
-
Install dependencies:
-
Verify setup:
See references/openrouter_setup.md for detailed setup instructions, troubleshooting, and security best practices.
Basic Usage
Simple search:
Save results:
Use specific model:
Verbose output:
适用场景
- Searching ，用于 current information 或 recent developments (2024 、 beyond)。
- Finding latest scientific publications 、 research。
- Getting real-time answers grounded in web sources。
- Verifying facts ，支持 source citations。
不适用场景
- Do not rely on this catalog entry alone ，用于 installation 或 maintenance details。
- Do not treat this catalog entry as substitute ，用于 full upstream workflow。
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