bgpt-paper-search

Name: bgpt-paper-search
Author: LeonChaoX

42installs61forks

How to install bgpt-paper-search?

leonchaox/qinyan-academic-skills/bgpt-paper-search

$npx -y skills add LeonChaoX/qinyan-academic-skills --skill bgpt-paper-search

Installs into the current project.

Summary

Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and

Files · 1

View on GitHub

SKILL.md

1	# BGPT Paper Search
2
3	## Overview
4
5	BGPT is a remote MCP server that searches a curated database of scientific papers built from raw experimental data extracted from full-text studies. Unlike traditional literature databases that return titles and abstracts, BGPT returns structured data from the actual paper content — methods, quantitative results, sample sizes, quality assessments, and 25+ metadata fields per paper.
6
7	## When to Use This Skill
8
9	Use this skill when:
10	- Searching for scientific papers with specific experimental details
11	- Conducting systematic or scoping literature reviews
12	- Finding quantitative results, sample sizes, or effect sizes across studies
13	- Comparing methodologies used in different studies
14	- Looking for papers with quality scores or evidence grading
15	- Needing structured data from full-text papers (not just abstracts)
16	- Building evidence tables for meta-analyses or clinical guidelines
17
18	## Setup
19
20	BGPT is a remote MCP server — no local installation required.
21
22	### Claude Desktop / Claude Code
23
24	Add to your MCP configuration:
25
26	```json
27	{
28	"mcpServers": {
29	"bgpt": {
30	"command": "npx",
31	"args": ["mcp-remote", "https://bgpt.pro/mcp/sse"]
32	}
33	}
34	}
35	```
36
37	### npm (alternative)
38
39	```bash
40	npx bgpt-mcp
41	```
42
43	## Usage
44
45	Once configured, use the `search_papers` tool provided by the BGPT MCP server:
46
47	```
48	Search for papers about: "CRISPR gene editing efficiency in human cells"
49	```
50
51	The server returns structured results including:
52	- Title, authors, journal, year, DOI
53	- Methods: Experimental techniques, models, protocols
54	- Results: Key findings with quantitative data
55	- Sample sizes: Number of subjects/samples
56	- Quality scores: Study quality assessments
57	- Conclusions: Author conclusions and implications
58
59	## Pricing
60
61	- Free tier: 50 searches per network, no API key required
62	- Paid: $0.01 per result with an API key from [bgpt.pro/mcp](https://bgpt.pro/mcp)
63
64	## Complementary Skills
65
66	Pairs well with:
67	- `literature-review` — Use BGPT to gather structured data, then synthesize with literature-review workflows
68	- `pubmed-database` — Use PubMed for broad searches, BGPT for deep experimental data
69	- `biorxiv-database` — Combine preprint discovery with full-text data extraction
70	- `citation-management` — Manage citations from BGPT search results

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bgpt-paper-search

42installs61forks

View on GitHub

How to install bgpt-paper-search?

leonchaox/qinyan-academic-skills/bgpt-paper-search

$npx -y skills add LeonChaoX/qinyan-academic-skills --skill bgpt-paper-search

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# BGPT Paper Search
2
3	## Overview
4
5	BGPT is a remote MCP server that searches a curated database of scientific papers built from raw experimental data extracted from full-text studies. Unlike traditional literature databases that return titles and abstracts, BGPT returns structured data from the actual paper content — methods, quantitative results, sample sizes, quality assessments, and 25+ metadata fields per paper.
6
7	## When to Use This Skill
8
9	Use this skill when:
10	- Searching for scientific papers with specific experimental details
11	- Conducting systematic or scoping literature reviews
12	- Finding quantitative results, sample sizes, or effect sizes across studies
13	- Comparing methodologies used in different studies
14	- Looking for papers with quality scores or evidence grading
15	- Needing structured data from full-text papers (not just abstracts)
16	- Building evidence tables for meta-analyses or clinical guidelines
17
18	## Setup
19
20	BGPT is a remote MCP server — no local installation required.
21
22	### Claude Desktop / Claude Code
23
24	Add to your MCP configuration:
25
26	```json
27	{
28	"mcpServers": {
29	"bgpt": {
30	"command": "npx",
31	"args": ["mcp-remote", "https://bgpt.pro/mcp/sse"]
32	}
33	}
34	}
35	```
36
37	### npm (alternative)
38
39	```bash
40	npx bgpt-mcp
41	```
42
43	## Usage
44
45	Once configured, use the `search_papers` tool provided by the BGPT MCP server:
46
47	```
48	Search for papers about: "CRISPR gene editing efficiency in human cells"
49	```
50
51	The server returns structured results including:
52	- Title, authors, journal, year, DOI
53	- Methods: Experimental techniques, models, protocols
54	- Results: Key findings with quantitative data
55	- Sample sizes: Number of subjects/samples
56	- Quality scores: Study quality assessments
57	- Conclusions: Author conclusions and implications
58
59	## Pricing
60
61	- Free tier: 50 searches per network, no API key required
62	- Paid: $0.01 per result with an API key from [bgpt.pro/mcp](https://bgpt.pro/mcp)
63
64	## Complementary Skills
65
66	Pairs well with:
67	- `literature-review` — Use BGPT to gather structured data, then synthesize with literature-review workflows
68	- `pubmed-database` — Use PubMed for broad searches, BGPT for deep experimental data
69	- `biorxiv-database` — Combine preprint discovery with full-text data extraction
70	- `citation-management` — Manage citations from BGPT search results

People who liked this also viewed

6 picks

Type