
Claude Desktop
Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.
Research & Data · Education & Learning

jerpint/paperpal
ML literature research for agents and humans: find it, verify it, score it, cite it. paperpal is a plugin for coding agents (Claude Code, Codex, and any MCP client). It gives your agent a research methodology and the tools to follow it:.
{
"mcpServers": {
"paperpal": {
"command": "uv",
"args": [
"run",
"--directory",
"/path/to/paperpal",
"paperpal-mcp"
]
}
}
}ML literature research for agents and humans: find it, verify it, score it, cite it.
paperpal is a plugin for coding agents (Claude Code, Codex, and any MCP client). It gives your agent a research methodology and the tools to follow it:
search_top_tier
semantic search over top-tier venue papers (paperz)
search_hf
Hugging Face papers search (recency, upvotes)
daily_papers
today's Hugging Face daily papers
trending_models
trending models on the Hub
arxiv_meta
arXiv title, authors, versions, comment / journal-ref venue hints
s2_lookup
Semantic Scholar venue and citation counts
evidence_card
credibility evidence + a suggested 1–5 band with reasons
abstract
abstract, categories and BibTeX (arxiv-txt)
full_text
full paper text, or regex matches with context
render_notes
linkify citations and write static, gdoc-pasteable HTML
Details on this page are taken from the project's README. Open README
Clients mentioned in this server's README:

Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

Desktop · Freemium · Proprietary
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mendableai/firecrawl-mcp-server
A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents — search, scrape, and interact with the live web for clean, agent-ready context.

exa-labs/exa-mcp-server
Connect AI agents to Exa for web search, content fetching, and multi-step research.

blazickjp/arxiv-mcp-server
A local MCP server for agent literature work. The differentiator is original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk.

lakehq/sail
Sail is a drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads on a distributed, multimodal compute engine.
janwilmake/openapi-mcp-server
A Model Context Protocol (MCP) server for Claude/Cursor that enables searching and exploring OpenAPI specifications through oapis.org.

haris-musa/excel-mcp-server
A Model Context Protocol server that lets AI assistants create, read and edit Excel workbooks. It needs no Microsoft Excel installation.