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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/research

Research

Literature, scientific and web research.

3.2k records2392 liveRefine in search →
Academic ResearchDeep Web ResearchPeople & Company Research
iflow-mcp_prashalruchiranga_arxiv-mcp-serverMCP serverMCP
by Prashal Ruchiranga
Unknown

MCP server for accesing arXiv API

Version Control~100%Academic Research~100%Databases~79%
pypi:iflow-mcp_prashalruchiranga_arxiv-mcp-server · local packagepublished 10 mo ago
iflow-mcp_pietz-mcp-web-toolsMCP serverMCP
Unknown

A powerful MCP server to equip LLMs with web access, search, and content extraction capabilities

Data ExtractionDeep Web ResearchPackages & Dependencies~83%
pypi:iflow-mcp_pietz-mcp-web-tools · local packagepublished 9 mo ago
iflow-mcp_pascalwhoop_medical-mcpsMCP serverMCP
Unknown

MCP servers for biological and medical APIs

Academic ResearchKnowledge Graphs~84%
pypi:iflow-mcp_pascalwhoop_medical-mcps · local packagepublished 10 mo ago
iflow-mcp_paper-search-mcpMCP serverMCP
Unknown

A MCP server for searching and downloading academic papers from multiple sources.

Packages & Dependencies~100%Academic Research~100%Tasks & To-do~75%
pypi:iflow-mcp_paper-search-mcp · local packagepublished 12 mo ago
iflow-mcp_paperpalMCP serverMCP
Unknown

Paperpal is a tool that helps you write literature reviews for machine learning papers.

Version Control~100%Model Access~91%Academic Research~77%
pypi:iflow-mcp_paperpal · local packagepublished 12 mo ago
iflow-mcp_ndchikin-reference-mcpMCP serverMCP
Unknown

Get citation data from CiteAs and Google Scholar

Packages & Dependencies~100%Documentation Lookup~100%Version ControlAcademic Research~83%
pypi:iflow-mcp_ndchikin-reference-mcp · local packagepublished 9 mo ago
iflow-mcp_mcp-simple-toolMCP serverMCP
by aigo666
Unknown

MCP工具集合,包含文件处理和网页获取功能

SpreadsheetsDeep Web Research
pypi:iflow-mcp_mcp-simple-tool · local packagepublished 12 mo ago
iflow-mcp_mcp-simple-pubmedMCP serverMCP
Unknown

An MCP server that provides access to PubMed articles through Entrez API.

Academic Research~100%
pypi:iflow-mcp_mcp-simple-pubmed · local packagepublished 12 mo ago
iflow-mcp_mcp-simple-arxivMCP serverMCP
Unknown

An MCP server that provides access to arXiv papers through their API.

Academic Research~100%
pypi:iflow-mcp_mcp-simple-arxiv · local packagepublished 12 mo ago
iflow-mcp-mcp-server-deep-researchMCP serverMCP
Unknown

A MCP server for deep research and report generation

Deep Web Research~100%Prompt Management~87%Terminal & Shell~78%
pypi:iflow-mcp-mcp-server-deep-research · local packagepublished 12 mo ago
iflow-mcp_mcp_scholarMCP serverMCP
Unknown

MCP Scholar for Google Scholar search

Academic Research~100%
pypi:iflow-mcp_mcp_scholar · local packagepublished 12 mo ago
iflow-mcp_mcp_pearchMCP serverMCP
Unknown

The most accurate people search API/MCP. Natural language in, high-quality candidates out. Built for ATSs and AI Agents.

HR & Recruiting~100%Packages & Dependencies~86%Academic Research~81%
pypi:iflow-mcp_mcp_pearch · local packagepublished 11 mo ago
iflow-mcp_mcp-google-cseMCP serverMCP
Unknown

An MCP server for searching a custom Google search engine.

Deep Web ResearchWeb Search~92%Documentation Lookup~79%
pypi:iflow-mcp_mcp-google-cse · local packagepublished 12 mo ago
iflow-mcp_mcherukara-claude-deep-researchMCP serverMCP
by mcherukara
Unknown

An MCP server that provides comprehensive research capabilities with web and academic search

Version Control~100%Academic Research~100%Deep Web Research~100%
pypi:iflow-mcp_mcherukara-claude-deep-research · local packagepublished 9 mo ago
iflow-mcp_matsjfunke-paperclipMCP serverMCP
by matsjfunke
Unknown

Paperclip MCP Server - Search and retrieve research papers from Arxiv, OSF, and OpenAlex

Academic Research~77%
pypi:iflow-mcp_matsjfunke-paperclip · local packagepublished 9 mo ago
iflow-mcp_laurentvv-crawl4ai-mcpMCP serverMCP
Unknown

A powerful web crawling tool that integrates with AI assistants via the MCP (Machine Conversation Protocol)

Web ScrapingDeep Web ResearchVersion Control~79%
pypi:iflow-mcp_laurentvv-crawl4ai-mcp · local packagepublished 9 mo ago
iflow-mcp_kirill-markin-mcp-simple-toolMCP serverMCP
by Anthropic, PBC.
Unknown

A simple MCP server exposing a website fetching tool

Version Control~100%CI/CD & Deploy~100%Deep Web Research
pypi:iflow-mcp_kirill-markin-mcp-simple-tool · local packagepublished 9 mo ago
iflow-mcp_juanqui-pdfkb-mcpMCP serverMCP
Unknown

A Model Context Protocol server for managing PDF documents with vector search capabilities

Vector SearchAcademic Research~80%
pypi:iflow-mcp_juanqui-pdfkb-mcp · local packagepublished 9 mo ago
iflow-mcp_jsfsds-pubmed_searchMCP serverMCP
Unknown

PubMed 文献智能分析 MCP 服务

Academic Research~100%Writing & Editing~83%
pypi:iflow-mcp_jsfsds-pubmed_search · local packagepublished 9 mo ago
iflow-mcp_joshualelon-deep-research-mcpMCP serverMCP
Unknown

A multi-agent research framework using Python and MCP (Message Control Protocol)

Version Control~100%Deep Web Research~100%
pypi:iflow-mcp_joshualelon-deep-research-mcp · local packagepublished 9 mo ago
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