bgpt-mcp
★ 43
vs
markplane
★ 191
bgpt-mcp vs markplane
bgpt-mcp: BGPT is a remote MCP server that gives AI assistants access to a database of scientific papers with full-text extracted data. It returns structured experimental data including methods, results, quality scores, and 25+ fields per paper. No API key required for the free tier.; markplane: Markplane stores every task, epic, and plan as a markdown file inside your repo, version-controlled with git, and automatically compressed into token-efficient summaries for AI assistants. It eliminates the need for external SaaS tools, keeping project context within the codebase.
01
TL;DR
bgpt-mcpDev Tooling · ★ 43
Literature reviews
markplaneDev Tooling · ★ 191
AI-assisted project management
02
Side-by-Side Comparison
Field
bgpt-mcpmarkplaneCategory
Dev Tooling
Dev Tooling
Stars
★ 43
★ 191
License
MIT
Apache-2.0
Install Command
npm install -g bgpt-mcp
curl -fsSL https://raw.githubusercontent.com/zerowand01/markplane/master/install.sh | sh
Updated
3mo ago
1d ago
Open Source
Yes
Yes
Tags
ai, arxiv, bioinformatics
ai, ai-native, claude-code
03
Features
bgpt-mcp01Search scientific papers and return structured data with 25+ fields
02Remote MCP server, no local installation required
03Free tier with 50 free searches
04Supports both SSE and Streamable HTTP transport
05Extracts experimental data directly from full text (methods, results, etc.)
markplane01Markdown + YAML frontmatter
02AI-optimized context layer
03Web UI
04MCP server
05Cross-references
04
Use Cases
bgpt-mcp↳Literature reviews
↳Evidence synthesis
↳Research assistance
markplane↳AI-assisted project management
↳Structured memory for autonomous AI agents
↳Version-controlled project planning
FAQ
FAQ
What is the difference between bgpt-mcp and markplane?
Both bgpt-mcp and markplane are in the Dev Tooling category. bgpt-mcp has 43 stars, while markplane has 191 stars.
Which is better, bgpt-mcp or markplane?
The best choice depends on your use case. Choose bgpt-mcp if Literature reviews, and markplane if AI-assisted project management.
Is bgpt-mcp free or open source?
Yes, bgpt-mcp is open source on GitHub (MIT).
Is markplane free or open source?
Yes, markplane is open source on GitHub (Apache-2.0).
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