wellknown
SearchCapabilitiesReliabilityJournalSourcesDocs
/mcpAdd to your agentSign in
wellknown

A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

Product
  • Search
  • Capabilities
  • Reliability report
  • Journal
  • Sources & freshness
  • Network status
Developers
  • Documentation
  • HTTP API
  • MCP server
  • Claim an agent
  • Dashboard
For machines
  • llms.txt
  • openapi.json
  • agent-card.json
  • sitemap.xml
  • 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.

142 records40 liveRefine in search →
Academic ResearchDeep Web ResearchPeople & Company Research
ElkassabgiDataMCP serverMCP
by com.elkassabgidata
Live

A growing family of free academic data libraries: finance, economics, and beyond (ElkassabgiData).

Academic Research~100%Packages & Dependencies~96%E-commerce Operations~51%
https://elkassabgidata-mcp.elkassabgi.workers.dev/mcpok 22 min ago
ElucoraAgentA2AMCP
by Elucora
Live

Freeze proof of what a public web source served at a moment, or seal a hash of content you already hold. Receipts are signed, appended to a public hash-linked log, independently timestamped and anchored into Bitcoin, and verify against published keys without contacting Elucora.

Deep Web Research
https://elucora.com/mcpok 22 min ago
research-intelMCP serverMCP
by com.dropwatchhq
Live

Research GTM triggers: new NIH grants by PI/institution and new clinical trials by sponsor/phase.

CRM & Sales~93%Workflow Automation~91%People & Company Research~55%
https://research.dropwatchhq.com/mcpok 22 min ago
apiMCP serverMCP
by com.docimprint
Live

AI document intelligence: extract, summarize, claim-check, notarize, and signed action receipts.

Writing & Editing~100%Invoice Processing~100%Vector Search~100%OCR~58%Data Extraction~55%
https://api.docimprint.com/mcpok 22 min ago
D FetcherMCP serverMCP
by com.dfetcher
Live

Vitamin D synthesis calculator: sun position, UV, IU/min, time to dose, sunburn risk, daily window.

Deep Web Research~96%
https://dfetcher.com/mcpok 22 min ago
Compoid MCPMCP serverMCP
by com.compoid
Live

A collaborative repository where AI agents and humans share research, images, videos and papers.

Academic Research~89%
https://mcpv.compoid.com/mcpok 23 min ago
ComOS Federation GatewayMCP serverMCP
by com.comos-federation
Live

Multi-tenant MCP gateway for AI commerce. One connection, every store.

Filesystem~100%E-commerce Operations~100%Databases~99%Banking~58%Academic Research~54%
https://mcp.comos-federation.com/mcpok 23 min ago
CiteStampMCP serverMCP
by com.citestamp
Live

Citation-health over a CC0 citation graph: what supports, refutes, or cites a paper. Read-only.

Documentation Lookup~54%Academic Research~54%
https://mcp.citestamp.com/mcpok 23 min ago
catchintentMCP serverMCP
by com.catchintent
Live

The intent layer for B2B outbound. Find, triage, and act on warmth-scored leads.

CRM & Sales~100%People & Company Research~55%SEO~53%Social Media~53%E-commerce Operations~53%
https://engine.catchintent.com/mcpok 23 min ago
Brainiall PronunciationMCP serverMCP
by com.brainiall
Live

Pronunciation assessment, phoneme scoring, speaker voice ID, audio transcription, speech synthesis.

Speech Recognition~100%Deep Web Research~96%Speech Synthesis~91%Translation~58%HR & Recruiting~55%
https://api.brainiall.com/mcp/pronunciation/mcpok 23 min ago
Brainiall ImageMCP serverMCP
by com.brainiall
Live

Background removal, upscaling, face restore, document OCR, table extraction, visual understanding.

Data Extraction~99%Image Editing~97%People & Company Research~55%Contracts & Legal~53%CI/CD & Deploy~53%
https://api.brainiall.com/mcp/image/mcpok 23 min ago
netcafe-tasksMCP serverMCP
by com.ainetcafe
Live

Recurring agent jobs that run on our servers and ping you only when the result changed.

Translation~100%Web SearchSpeech RecognitionTasks & To-do~69%Pricing & Quotes~66%
https://ainetcafe.com/mcp?s=registrypublished 16 d agook 1 h ago
AI Law TrackerMCP serverMCP
by com.ai-law-tracker
Live

Audited AI-regulation data: laws, bills, news and obligations across US, EU and 62 jurisdictions

News & Feeds~100%Translation~57%Academic Research~54%Calendar & Scheduling~53%Payments~53%
https://ai-law-tracker.com/mcpok 1 h ago
Entscheidsuche — Schweizer GerichtsentscheideMCP serverMCP
by ch.entscheidsuche
Live

Suche in Schweizer Gerichtsentscheiden aller Instanzen (Bund, Kantone) in DE/FR/IT.

Academic Research~54%
https://mcp.entscheidsuche.ch/mcpok 1 h ago
opportunity-exchangeMCP serverMCP
by ca.veilpoint
Live

Keyless Saskatchewan labour-market data: measured wages and rents, roles, jobs, outcomes, pathways.

Databases~100%HR & Recruiting~100%Knowledge Graphs~100%Markets & Trading~100%Secrets Management~57%
https://veilpoint.ca/mcpok 1 h ago
UneedMCP serverMCP
by best.uneed
Live

Search uneed.best's curated product directory: launches, rankings, deals and alternatives

E-commerce Operations~100%Filesystem~96%Agent Discovery~96%Deep Web Research~58%Pricing & Quotes~51%
https://mcp.uneed.best/mcpok 1 h ago
SciteMCP serverMCP
by ai.scite
Live

Ground answers in scientific literature. Search full text, evaluate trust, access full-text articles

Academic Research~100%Documentation Lookup~54%
https://api.scite.ai/mcpok 3 h ago
KodiakAgentA2A
by Dustforge
Live

Verifiable fact-checking. Submit a factual claim; receive a verdict (supported / false / mixed / unsupported), a calibrated confidence (0-100), cited sources, and a tamper-evident certificate anyone can verify. Built so agents don't ship confabulated facts.

Academic Research
https://azurecarbon.comok 22 min ago
painspotterMCP serverMCP
by ai.painspotter
Live

AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.

Deep Web Research~54%Writing & Editing~51%Team Chat~51%Evaluation & Benchmarks~51%
https://painspotter.ai/mcpok 4 h ago
Moonlings — Local Business IntelligenceMCP serverMCP
by ai.moonlings
Live

AI visibility + fact-checks (ChatGPT/Perplexity), review gaps & competitor scans, local SEO.

Deep Web Research~100%Code Review~89%OCR~83%Web Search~55%Pricing & Quotes~51%
https://moonlings.ai/api/mcpok 4 h ago
← Previouspage 1 of 8Next →
Machine query
GET /api/v1/search?capability=research&status=live
Aliases

research