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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-strikeMCP serverMCP
by Leo Martinez III
Unknown

Active, runtime adversarial testing for MCP servers: point it at your own server and find out what breaks.

Security ScanningSecurity ReviewAcademic Research~80%Evaluation & Benchmarks~80%
pypi:mcp-strike · local packagepublished 4 mo ago
mcp-smart-searcherMCP serverMCP
by PXSR
Unknown

A smart MCP server for multi-engine web search with AI-powered results

Web SearchDeep Web Research
pypi:mcp-smart-searcher · local packagepublished 2 mo ago
mcp-simple-pubmedMCP serverMCP
Unknown

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

Academic Research~100%
pypi:mcp-simple-pubmed · local packagepublished 8 mo ago
mcp-simple-arxivMCP serverMCP
Unknown

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

Academic Research~100%
pypi:mcp-simple-arxiv · local packagepublished 9 mo ago
mcp-server-trendingMCP serverMCP
by MCP Server Trending Team
Unknown

MCP Server for trending data from multiple platforms for indie developers

Version ControlPackages & Dependencies~100%Academic Research~100%Model Access~100%
pypi:mcp-server-trending · local packagepublished 11 mo ago
mcp-server-semanticscholarMCP serverMCP
Unknown

MCP (Model Context Protocol) server for Semantic Scholar API

Version Control~100%Academic Research~100%
pypi:mcp-server-semanticscholar · local packagepublished 10 mo ago
ResearchTwinMCP serverMCP
by martinfrasch
Unknown

Federated research discovery with S-Index metrics across a network of digital twins.

Academic Research~66%
pypi:mcp-server-researchtwin · local packagepublished 9 mo ago
mcp-server-pubmedMCP serverMCP
Unknown

Fork of JackKuo666/PubMed-MCP-Server: an MCP server for searching biomedical articles via the Europe PMC REST API (drop-in replacement for the NCBI E-utilities backend)

Academic Research
pypi:mcp-server-pubmed · local packagepublished 3 mo ago
mcp-server-jetour0094766-deepresearchMCP serverMCP
Unknown

捷途实现类deepresearch功能的MCP工具

Deep Web Research~100%
pypi:mcp-server-jetour0094766-deepresearch · local packagepublished 15 mo ago
mcp-server-google-scholarMCP serverMCP
Unknown

MCP Server for Google Scholar via SerpApi

Academic Research~100%
pypi:mcp-server-google-scholar · local packagepublished 11 mo ago
mcp-server-feedbackMCP serverMCP
Unknown

A modern MCP server for interactive user feedback collection with GUI and Web modes

Deep Web Research
pypi:mcp-server-feedback · local packagepublished 17 mo ago
mcp-server-deerflow-kinthaiMCP serverMCP
Unknown

MCP Server that exposes DeerFlow deep capabilities (research, analysis, visualization) via standard Model Context Protocol

Deep Web Research~100%Presentations~89%Reporting & Dashboards~84%Version Control~75%Spreadsheets~73%
pypi:mcp-server-deerflow-kinthai · local packagepublished 7 mo ago
mcp-server-deepresearch-yixing1684MCP serverMCP
Unknown

My trial project for MCP deployment

Deep Web Research~83%
pypi:mcp-server-deepresearch-yixing1684 · local packagepublished 15 mo ago
mcp-server-deepresearch-thy-2MCP serverMCP
Unknown

实现类deepresearch功能的MCP工具

Deep Web Research~100%
pypi:mcp-server-deepresearch-thy-2 · local packagepublished 12 mo ago
mcp-server-deepresearch-thyMCP serverMCP
Unknown

实现类deepresearch功能的MCP工具

Deep Web Research~100%
pypi:mcp-server-deepresearch-thy · local packagepublished 12 mo ago
mcp-server-deepresearch-liuMCP serverMCP
Unknown

实现类deepresearch功能的MCP工具

Deep Web Research~100%
pypi:mcp-server-deepresearch-liu · local packagepublished 16 mo ago
mcp-server-deepresearch-gqr-03MCP serverMCP
Unknown

实现类deepresearch功能的MCP工具

Deep Web Research~100%
pypi:mcp-server-deepresearch-gqr-03 · local packagepublished 6 mo ago
mcp-server-deepresearch-deepseek-liuMCP serverMCP
Unknown

实现类deepresearch功能的MCP工具

Deep Web Research~100%
pypi:mcp-server-deepresearch-deepseek-liu · local packagepublished 16 mo ago
mcp-server-deepresearch-20250617MCP serverMCP
Unknown

实现类deepresearch功能的MCP工具

Deep Web Research~100%
pypi:mcp-server-deepresearch-20250617 · local packagepublished 17 mo ago
mcp-server-deepresearchMCP serverMCP
Unknown

实现类deepresearch功能的MCP工具

Deep Web Research~100%
pypi:mcp-server-deepresearch · local packagepublished 2 y ago
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research