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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 records2395 liveRefine in search →
Academic ResearchDeep Web ResearchPeople & Company Research
higress-ai-search-mcp-serverMCP serverMCP
Unknown

Higress ai-search MCP Server

Academic Research~100%Web Search~83%Version Control~83%Packages & Dependencies~77%
pypi:higress-ai-search-mcp-server · local packagepublished 2 y ago
heventure-search-mcpMCP serverMCP
by HughesCuit
Unknown

Free, API-key-free web search MCP server — DuckDuckGo, Bing, Google & optional SerpAPI/Tavily

Web SearchDeep Web ResearchTerminal & Shell~83%
pypi:heventure-search-mcp · local packagepublished 6 mo ago
helix-mcpMCP serverMCP
Unknown

Clinical evidence synthesis MCP server — ClinicalTrials.gov, PubMed, and openFDA in one call

Academic ResearchDeep Web Research~100%Model Access~91%
pypi:helix-mcp · local packagepublished 5 mo ago
google-scholar-search-mcpMCP serverMCP
by Lucas
Unknown

MCP server for searching Google Scholar — papers, authors, citations, and BibTeX

Academic ResearchPackages & Dependencies~83%Version Control~75%
pypi:google-scholar-search-mcp · local packagepublished 6 mo ago
google-scholar-mcpMCP serverMCP
Unknown

An MCP server for searching and retrieving articles from Google Scholar

Academic Research~100%
pypi:google-scholar-mcp · local packagepublished 6 mo ago
google-ocr-mcp-serverMCP serverMCP
Unknown

Google OCR MCP server

OCR~100%Writing & Editing~83%Tasks & To-do~75%Academic Research~71%
pypi:google-ocr-mcp-server · local packagepublished 2 y ago
gocreative-wedge-mcpMCP serverMCP
by ColinHughes2121
Unknown

OFAC/PEP sanctions screening, KYB, company & people enrichment tools for AI agents. Free demos.

People & Company Research~100%PaymentsDocumentation Lookup~69%CRM & Sales~62%
pypi:gocreative-wedge-mcp · local packagepublished 4 mo ago
gemini-research-mcpMCP serverMCP
Unknown

MCP server for AI-powered research using Gemini: quick grounded search + Deep Research Agent

Deep Web Research~100%Web Search~75%
pypi:gemini-research-mcp · local packagepublished 5 mo ago
gemini-deepsearch-mcpMCP serverMCP
Unknown

Gemini DeepSearch MCP - Automated research agent with Google Gemini models

Deep Web Research~91%
pypi:gemini-deepsearch-mcp · local packagepublished 17 mo ago
gemini-deep-research-mcpMCP serverMCP
Unknown

MCP server exposing Gemini Deep Research (Interactions API) tools

Deep Web Research~100%
pypi:gemini-deep-research-mcp · local packagepublished 3 mo ago
geepers-mcpMCP serverMCP
by Luke Steuber
Unknown

Multi-agent orchestration and LLM provider abstraction via MCP protocol - 72 specialist agents, 22 orchestration patterns

Academic Research~100%Agent OrchestrationDeep Web Research~88%
pypi:geepers-mcp · local packagepublished 8 mo ago
futurehouse-mcpMCP serverMCP
by Newton Winter
Unknown

MCP server for FutureHouse platform integration

Academic Research~86%
pypi:futurehouse-mcp · local packagepublished 12 mo ago
fro-wang-academic-tools-mcpMCP serverMCP
Unknown

All-in-one MCP server for academic paper processing: OCR, metadata, structure extraction, translation, summary, arXiv, and Zotero.

Academic Research~100%Translation~87%
pypi:fro-wang-academic-tools-mcp · local packagepublished 7 mo ago
finance-mcpMCP serverMCP
Unknown

LLM-powered MCP server for building financial deep-research agents, integrating web search, Crawl4AI scraping, and entity extraction into composable analysis flows.

Web SearchDeep Web Research~100%
pypi:finance-mcp · local packagepublished 11 mo ago
Bugsniffer Sniff Score MCP serverMCP serverMCP
by bugsniffer.io
Unknown

Free Sniff Score for a deployed web app's homepage: a 0 to 100 score, findings as JSON and a fix prompt your coding agent can act on. Needs a free API key from https://bugsniffer.io/score/api-key (10 scores a day).

TestingDeep Web Research
https://www.npmjs.com/package/bugsniffer
keyless-research-mcpMCP server
Unknown

Keyless MCP server for academic literature: search, citations, similar papers, open-access full text and PDF downloads from OpenAlex, arXiv, Crossref, Europe PMC, DOAJ and Unpaywall — no API keys, ever.

Academic ResearchCode Review~64%
pypi:keyless-research-mcp · local packagepublished 24 d ago
evomi-mcpMCP serverMCP
Unknown

MCP server for the Evomi proxy and web scraping APIs

Web ScrapingDeep Web ResearchData Extraction~89%
pypi:evomi-mcp · local packagepublished 3 mo ago
essencescholar-mcpMCP serverMCP
Unknown

MCP server exposing EssenceScholar deep research and paper workflows as agent tools

Academic Research~100%
pypi:essencescholar-mcp · local packagepublished 18 d ago
endnote-mcpMCP serverMCP
by gokmengokhan
Unknown

Search, cite, and read PDFs from your EndNote library in Claude Desktop

Academic ResearchDocumentation Lookup~69%
pypi:endnote-mcp · local packagepublished 12 d ago
egile-mcp-clientMCP serverMCP
by Jean-Baptiste Poullet
Unknown

A comprehensive MCP client with direct connection and AI agent modes, including web interface

Terminal & Shell~100%Team ChatDeep Web Research
pypi:egile-mcp-client · local packagepublished 15 mo ago
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research