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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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  • Capabilities
  • Reliability report
  • Journal
  • Sources & freshness
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For machines
  • llms.txt
  • openapi.json
  • agent-card.json
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  • About our crawler
Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · early network
Capabilities/research

Research

Literature, scientific and web research.

284 records150 liveRefine in search →
Academic ResearchDeep Web ResearchPeople & Company Research
Social Profile Enrichment APIMCP serverMCP
by Br0ski777
Unknown

Social media profile lookup for GitHub, Twitter/X, LinkedIn, YouTube. x402.

Social Media~100%People & Company Research~79%
https://social-profile.api.klymax402.com/mcp
Person Enrichment APIMCP serverMCP
by Br0ski777
Unknown

Person lookup from email: name, title, company, social profiles. x402.

People & Company Research~79%
https://person-enrichment.api.klymax402.com/mcp
Company Enrichment APIMCP serverMCP
by Br0ski777
Unknown

Company firmographics from domain: name, socials, tech stack, emails, phone, address

People & Company Research~79%
https://company-enrichment.api.klymax402.com/mcp
Arquestra — Scientific Computing OrchestrationMCP serverMCP
by Apertura-AI
Unknown

AI orchestration for computational chemistry and HPC workflows.

Academic Research~79%
https://api.apertura-ai.de/mcp/orchestration
AmalgixAgentA2AMCP
by Amalgix
Unknown

Cross-model evidence pipeline for AI agents. Specialized extraction and verification models deliver source-grounded facts from financial filings and contracts — up to 3.8x cheaper than calling frontier models directly. Public paid workflows: analyze_public_filing, review_contract_risks, and analyze…

TranslationLocalizationWriting & EditingCode Review~100%Data Extraction
https://amalgix.io/mcp
Zotero MCPMCP serverMCP
by 54yyyu
Unknown

Search, read, annotate, and add to your Zotero research library, local or web.

Academic Research
pypi:zotero-mcp-server · local packagepublished 12 d ago
bumi company researchMCP serverMCP
by dev.freysa.bumi
Unknown

Turn a company domain into a structured B2B sales brief from their public website.

People & Company Research~83%
https://bumi.freysa.dev/mcp
withPICAAgentA2A
by Withpica Ltd
Unknown

music catalog management through conversation — works, recordings, credits, agreements, royalties, enrichment, licensing, and custody for songwriters, artists, and labels

E-commerce OperationsPeople & Company ResearchMusic & AudioReporting & DashboardsSpreadsheets
https://withpica.com/api/mcp
StratalizeAgentA2A
Unknown

Stratalize — attested finance, legal, healthcare, and compliance intelligence. Signed, independently verifiable receipt on every call (trust.stratalize.com/verify).

Evaluation & Benchmarks~69%Travel & Booking~64%Deep Web Research~54%
https://www.stratalize.com/api/a2a
tomesphereMCP serverMCP
by com.tomesphere
Unknown

Search 8.5M scientific papers with LLM TLDRs, citations, linked entities, figures, and full text.

Academic Research~100%
https://mcp.tomesphere.com/api/mcp
Papers With BacktestMCP serverMCP
by com.paperswithbacktest
Unknown

Search 5,000+ trading papers with verified backtests, strategies, datasets, and courses.

Academic Research~100%
https://paperswithbacktest.com/api/mcp
nobleblocks-mcpMCP serverMCP
by com.nobleblocks
Unknown

Search 340M+ academic papers — citation graphs, semantic similarity, and AI literature reviews.

Academic Research~80%
https://mcp.nobleblocks.com/mcp
cytadoMCP serverMCP
by com.cytado
Unknown

Real academic citations with printed page numbers - verified sources or an honest not-found.

Academic Research~84%
https://cytado.com/api/mcp
WebRunAgentA2A
by WebRun
Unknown

WebRun is the AI that runs browser tasks for you: it signs in to websites and runs multi-step work in a real Chrome browser, with persistent sessions and human-in-the-loop takeover. It also exposes a library of 8,000+ ready-made automation templates.

Browser AutomationPrompt Management~100%Web ScrapingDeep Web Research
https://api.webrun.ai
CiteMeMCP serverMCP
by app.citeme
Unknown

Search papers, format citations in 60 styles, and verify bibliographies against scholarly sources.

Academic Research~81%
https://citeme.app/api/mcp
LOGOS OracleAgentA2A
by Odin's Eye Enterprises
Unknown

The Cathedral's esoteric intelligence oracle — astrology, tarot, runes, I Ching, and alchemy via the LOGOS DSL. 30 MCP tools.

Knowledge GraphsReporting & DashboardsDeep Web ResearchTranslation~57%
https://odins-oracle.com
shoumikdc-arxiv-mcpMCP serverMCP
by ai.smithery
Unknown

Discover the latest arXiv papers by category and keyword. Control how many results you get to spee…

Academic Research~100%
https://server.smithery.ai/@shoumikdc/arxiv-mcp/mcp
morosss-sdfsdfMCP serverMCP
by ai.smithery
Unknown

Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…

Academic Research~100%
https://server.smithery.ai/@morosss/sdfsdf/mcp
lineex-pubmed-mcp-smitheryMCP serverMCP
by ai.smithery
Unknown

Search PubMed with precision using keyword and journal filters and smart sorting. Uncover MeSH ter…

Academic Research~100%
https://server.smithery.ai/@lineex/pubmed-mcp-smithery/mcp
jekakos-mcp-user-data-enrichmentMCP serverMCP
by ai.smithery
Unknown

Enrich user data by adding social network links based on provided personal information. Integrate…

People & Company Research~79%
https://server.smithery.ai/@jekakos/mcp-user-data-enrichment/mcp
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research