AgentIndex icon
AgentIndex
pubcrawl logo
pubcrawl
★ 15
vs
memory-os-cli logo
memory-os-cli
★ 12

pubcrawl vs memory-os-cli

pubcrawl: PubCrawl is an MCP server that gives LLM clients structured access to biomedical literature databases including PubMed, FDA drug labeling, UK medicines data, and ClinicalTrials.gov. Built by PharmaTools.AI, it enables AI assistants to perform peer-reviewed literature searches, retrieve clinical trial data, and access regulatory drug information through a unified interface.; memory-os-cli: @xmemo/client is the privacy-first command line entry point for XMemo client setup. The npm package contains only the CLI and setup helper code; the XMemo server, database and internal scripts are not part of it.

01

TL;DR

pubcrawl logo
pubcrawlMCP Servers · ★ 15

Search and summarize biomedical literature for drug discovery and clinical research

Read pubcrawl full review →
memory-os-cli logo
memory-os-cliMCP Servers · ★ 12

Set up an XMemo client on your own machine

Read memory-os-cli full review →
02

Side-by-Side Comparison

Field
pubcrawl logopubcrawl
memory-os-cli logomemory-os-cli
Category
MCP Servers
MCP Servers
Stars
★ 15
★ 12
License
MIT
NOASSERTION
Install Command
pip install pubcrawl
npm install -g @xmemo/client
Updated
1w ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
biomedical, literature-search, llm-tools
ai-memory, mcp, mcp-server
03

Features

pubcrawl logopubcrawl
01PubMed literature search with structured result parsing
02FDA drug labeling and UK medicines data retrieval
03ClinicalTrials.gov clinical trial search and data access
04Unified biomedical data interface for LLM clients
05Built for pharmaceutical and clinical research workflows
memory-os-cli logomemory-os-cli
01Primary command xmemo, with memory-os kept as a compatibility alias
02Small package with only client-side setup code
04

Use Cases

pubcrawl logopubcrawl
↳Search and summarize biomedical literature for drug discovery and clinical research
↳Retrieve FDA drug labeling data for regulatory compliance and drug information workflows
↳Access clinical trial data to support evidence-based medical decision making
memory-os-cli logomemory-os-cli
↳Set up an XMemo client on your own machine
FAQ

FAQ

What is the difference between pubcrawl and memory-os-cli?
Both pubcrawl and memory-os-cli are in the MCP Servers category. pubcrawl has 15 stars, while memory-os-cli has 12 stars.
Which is better, pubcrawl or memory-os-cli?
The best choice depends on your use case. Choose pubcrawl if Search and summarize biomedical literature for drug discovery and clinical research, and memory-os-cli if Set up an XMemo client on your own machine.
Is pubcrawl free or open source?
Yes, pubcrawl is open source on GitHub (MIT).
Is memory-os-cli free or open source?
Yes, memory-os-cli is open source on GitHub (NOASSERTION).
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Related

Alternatives to pubcrawl →Alternatives to memory-os-cli →pubcrawl details →memory-os-cli details →