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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.v0.1 · early network
Capabilities/research

Research

Literature, scientific and web research.

1.6k records1400 liveRefine in search →
Academic ResearchDeep Web ResearchPeople & Company Research
oneciteMCP serverMCP
by HzaCode
Unknown

Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.

Academic ResearchDocumentation Lookup
pypi:onecite · local packagepublished 5 mo ago
labmate-mcpMCP serverMCP
by JonasRackl
Unknown

81 chemistry tools — literature, calculations, retrosynthesis

Academic Research~100%3D & Design~64%
pypi:labmate-mcp · local packagepublished 7 mo ago
BibverifyMCP serverMCP
by Hylouis233
Unknown

Verify and repair BibTeX references with DOI-first MCP tools.

Documentation LookupAcademic Research
pypi:bibverify · local packagepublished 26 d ago
methods-mcpMCP serverMCP
by FlynnLachendro
Unknown

MCP server for structured methods extraction + reproducibility heuristics on academic papers.

Academic Research~100%
pypi:methods-mcp · local packagepublished 5 mo ago
Paper Distill MCPMCP serverMCP
by Eclipse-Cj
Unknown

Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support.

Academic Research
pypi:paper-distill-mcp · local packagepublished 6 mo 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 2 mo ago
SnapgrabMCP serverMCP
by ArkNill
Unknown

URL to screenshot with metadata. Python MCP server. Claude Vision optimized.

Browser AutomationDeep Web Research
pypi:snapgrab · local packagepublished 6 mo ago
meok-aquaponics-monitor-mcpMCP serverMCP
by CSOAI-ORG
Unknown

Unified sensor + actuator schema MCP for aquaculture / aquaponic / koi systems. Wraps Atlas

Academic Research~71%
pypi:meok-aquaponics-monitor-mcp · local packagepublished 2 mo ago
DiffgrabMCP serverMCP
by ArkNill
Unknown

Web page change tracking with structured diffs. markgrab + snapgrab integration.

Monitoring & ObservabilityDeep Web Research
pypi:diffgrab · local packagepublished 6 mo ago
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
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 14 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
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
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GET /api/v1/search?capability=research&status=live
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research