AgentIndex icon
AgentIndex
bgpt-mcp logo
bgpt-mcp
★ 43
vs
mcp-server logo
mcp-server
★ 46

bgpt-mcp vs mcp-server

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.; mcp-server: DollhouseMCP is an open-source platform that customizes AI through modular elements (personas, skills, templates, agents, memories, ensembles). It uses the MCP-AQL protocol with CRUDE endpoints and a Gatekeeper permission system for secure and flexible AI behavior modification. Installation is via npm or an interactive setup wizard, and it works across multiple platforms and MCP-compatible clients.

01

TL;DR

bgpt-mcp logo
bgpt-mcpDev Tooling · ★ 43

Literature reviews

Read bgpt-mcp full review →
mcp-server logo
mcp-serverDev Tooling · ★ 46

Activate a read-only analyst persona to safely browse and list elements

Read mcp-server full review →
02

Side-by-Side Comparison

Field
bgpt-mcp logobgpt-mcp
mcp-server logomcp-server
Category
Dev Tooling
Dev Tooling
Stars
★ 43
★ 46
License
MIT
AGPL-3.0
Install Command
npm install -g bgpt-mcp
npx @dollhousemcp/mcp-server@latest --web
Updated
3mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, arxiv, bioinformatics
agents, ai, ai-tools
03

Features

bgpt-mcp logobgpt-mcp
01Search 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.)
mcp-server logomcp-server
01Modular elements (personas, skills, templates, agents, memories, ensembles) for flexible AI customization
02MCP-AQL protocol with CRUDE endpoints reducing token usage by 85%
03Gatekeeper server-side permission system with deny/confirm/allow policies
04Interactive setup wizard with one-click install for Claude Code, Desktop, Cursor, and more
05Local-first portfolio management with GitHub sync and community collection
04

Use Cases

bgpt-mcp logobgpt-mcp
↳Literature reviews
↳Evidence synthesis
↳Research assistance
mcp-server logomcp-server
↳Activate a read-only analyst persona to safely browse and list elements
↳Create custom skills for code review, data analysis, or translation
↳Execute multi-step agents with human-in-the-loop control for complex tasks
FAQ

FAQ

What is the difference between bgpt-mcp and mcp-server?
Both bgpt-mcp and mcp-server are in the Dev Tooling category. bgpt-mcp has 43 stars, while mcp-server has 46 stars.
Which is better, bgpt-mcp or mcp-server?
The best choice depends on your use case. Choose bgpt-mcp if Literature reviews, and mcp-server if Activate a read-only analyst persona to safely browse and list elements.
Is bgpt-mcp free or open source?
Yes, bgpt-mcp is open source on GitHub (MIT).
Is mcp-server free or open source?
Yes, mcp-server is open source on GitHub (AGPL-3.0).
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Related

Alternatives to bgpt-mcp →Alternatives to mcp-server →bgpt-mcp details →mcp-server details →