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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
mcp-server-bailian-video-synthesisMCP serverMCP
Unknown

阿里云百炼-通义万相视频编辑统一模型MCP服务器

Version Control~100%Deep Web Research~100%
pypi:mcp-server-bailian-video-synthesis · local packagepublished 15 mo ago
mcp-seo-auditMCP serverMCP
by GiorgiKemo
Unknown

SEO audit & indexing MCP server — Google Search Console, Indexing API, Core Web Vitals, and site analysis tools

SEODeep Web Research
pypi:mcp-seo-audit · local packagepublished 5 mo ago
mcp-scientific-calculatorMCP serverMCP
Unknown

Production-ready Model Context Protocol server for advanced mathematical calculations (SymPy, NumPy, SciPy, pandas)

Academic Research~100%
pypi:mcp-scientific-calculator · local packagepublished 11 mo ago
mcp-scholarly-enhancedMCP serverMCP
Unknown

A MCP server to search for accurate academic articles.

Academic Research~79%
pypi:mcp-scholarly-enhanced · local packagepublished 6 mo ago
mcp-scholarlyMCP serverMCP
Unknown

A MCP server to search for accurate academic articles.

Packages & Dependencies~100%Academic Research~79%
pypi:mcp-scholarly · local packagepublished 2 y ago
mcp-scholarisMCP serverMCP
by penny4nonsense
Unknown

Academic paper search and retrieval via arXiv, Semantic Scholar, PubMed, Unpaywall.

Academic Research
pypi:mcp-scholaris · local packagepublished 4 mo ago
mcp_scholarMCP serverMCP
Unknown

MCP Scholar - Modern academic research & literature analysis server for MCP clients

Academic Research~100%
pypi:mcp_scholar · local packagepublished 8 d ago
mcp-researchMCP serverMCP
Unknown

Web research MCP server: search, fetch, academic, twitter, and compound research tools

Writing & Editing~100%Web SearchAcademic Research~100%Web Scraping~83%Social Media~78%
pypi:mcp-research · local packagepublished 7 mo ago
mcp-refcheckerMCP serverMCP
by Jonas Bååth
Unknown

MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and CrossRef

Academic Research~100%
pypi:mcp-refchecker · local packagepublished 7 mo ago
mcp-pdf-visionMCP serverMCP
by Master-cai
Unknown

MCP server for PDF visual inspection and arXiv source download

Image UnderstandingAcademic ResearchVersion Control~83%Packages & Dependencies~77%
pypi:mcp-pdf-vision · local packagepublished 8 mo ago
mcp-openidea-searchMCP serverMCP
by Open Idea
Unknown

MCP server for Open Idea federated search

Model Access~91%Documentation Lookup~79%Academic Research~79%Version Control~78%
pypi:mcp-openidea-search · local packagepublished 4 mo ago
mcp-oignonMCP serverMCP
Unknown

A lightweight, hand-crafted MCP server for exploring related literature and research

Academic ResearchDocumentation Lookup
pypi:mcp-oignon · local packagepublished 10 mo ago
mcp-minideepsearchMCP serverMCP
Unknown

A deep research agent based on LangGraph and MCP

Deep Web Research~92%
pypi:mcp-minideepsearch · local packagepublished 14 mo ago
mcp-mini-deepresearchMCP serverMCP
Unknown

深度研究服务器,用于通过MCP协议提供AI驱动的研究服务

Deep Web Research~83%
pypi:mcp-mini-deepresearch · local packagepublished 12 mo ago
mcp-mathematicsMCP serverMCP
Unknown

Production-ready MCP server built with FastMCP v2 for comprehensive mathematical operations, providing 52 advanced functions, 158 unit conversions, and enterprise-grade security

Document Conversion~100%Academic ResearchPackages & Dependencies~88%
pypi:mcp-mathematics · local packagepublished 13 mo ago
mcp-google-cseMCP serverMCP
Unknown

An MCP server for searching a custom Google search engine.

Deep Web ResearchWeb Search~92%Documentation Lookup~79%
pypi:mcp-google-cse · local packagepublished 7 mo ago
mcp-ferris-searchMCP serverMCP
by Ferris Search Team
Unknown

A blazing-fast MCP server for multi-engine web search

Web Search~100%Deep Web ResearchVersion Control~75%
pypi:mcp-ferris-search · local packagepublished 7 mo ago
mcp-feedback-pipeMCP serverMCP
Unknown

A modern Web-based MCP server for interactive user feedback collection - perfect for SSH environments

Deep Web ResearchTasks & To-do~75%
pypi:mcp-feedback-pipe · local packagepublished 17 mo ago
mcp-feedback-collector-workingMCP serverMCP
Unknown

A modern MCP server with dual interface (GUI + Web) for AI feedback collection and chat

Deep Web ResearchTeam Chat~97%Version Control~75%
pypi:mcp-feedback-collector-working · local packagepublished 17 mo ago
mcp-feedback-collector-fixedMCP serverMCP
Unknown

A modern MCP server with dual interface (GUI + Web) for AI feedback collection and chat

Deep Web ResearchTeam Chat~97%Version Control~75%
pypi:mcp-feedback-collector-fixed · local packagepublished 17 mo ago
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research