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.web

Deep Web Research

Multi-step research and synthesis.

34 records9 liveRefine in search →
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 3 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 3 h ago
marketintellMCP serverMCP
by ai.marketintell
Live

AI analyst desk for stocks, options & crypto with sourced trade setups and a public accuracy record.

Markets & Trading~100%Academic Research~54%Deep Web Research~54%CI/CD & Deploy~53%CRM & Sales~53%
https://api.marketintell.ai/mcpok 4 h ago
deep-researchMCP serverMCP
by ai.openhelm
Live

Autonomous buy-side research: diligence, earnings, SEC filings, comp sets. Source-cited real data.

Deep Web Research~83%
https://mcp.openhelm.ai/research/mcpok 3 h ago
Boolsai DirectoryMCP serverMCP
by ai.boolsai
Live

Indexed ecommerce site directory — vendor lookups, brands by city/market/founder. 10 tools.

Filesystem~100%Agent Discovery~100%Deep Web Research~57%Evaluation & Benchmarks~54%Writing & Editing~51%
https://directory.boolsai.ai/mcpok 6 h ago
blast-radiusMCP serverMCP
by ai.blast-radius
Live

Blast Radius tools for AI strategy, diligence, and market updates.

Deep Web Research~54%
https://blast-radius.ai/mcpok 6 h ago
Analytics Legends — SAP Analytics IntelligenceMCP serverMCP
by ai.analyticslegends
Live

AI agent for SAP analytics: firms, day rates, contract radar, news, concepts, studies

Databases~100%Knowledge Graphs~100%Contracts & Legal~94%News & Feeds~83%Deep Web Research~58%
https://analyticslegends.ai/mcpok 6 h ago
Fodda Research AgentAgentA2A
by Fodda (PSFK)
Live

Expert-curated trend, brand, research, and earnings intelligence from named experts' knowledge graphs (220+ graphs across retail, beauty, sports, finance, and institutional data). Delegate a task in natural language — Fodda selects the right tools and returns a synthesized result.

Deep Web Research~100%Reporting & DashboardsKnowledge Graphs~84%
https://mcp.fodda.ai/a2aok 3 h ago
AnomalyArmorAgentA2A
by AnomalyArmor
Live

Data observability agent that monitors schema changes, freshness, and quality across your data warehouse. Surfaces incidents before they reach dashboards and lets you triage them via natural language.

Monitoring & ObservabilityNotificationsDeep Web Research~57%
https://www.anomalyarmor.aiok 4 h ago
agent-deviceMCP serverMCP
by thymikee
Unknown

Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.

Testing~100%Devices & IoTMonitoring & ObservabilityBrowser AutomationDeep Web Research
npm:agent-device · local package138k/wkpublished 18 d ago
crawlforge-mcp-serverMCP serverMCP
by slacey75
Unknown

CrawlForge MCP Server - Professional Model Context Protocol server with 29 web scraping, crawling, deep-research, and autonomous-extraction tools. Returns clean Markdown and structured JSON for Claude, Cursor, and any MCP client. Defaults to local Ollama

Data Extraction~100%Web ScrapingDeep Web Research~100%Writing & Editing~75%Web Search~75%
npm:crawlforge-mcp-server · local package3.7k/wkpublished 20 h ago
superlocalmemoryMCP serverMCP
by varun369
Unknown

Local-first agent memory with MCP and an agent-native CLI. Documented clients include Claude Code, Cursor, and Windsurf.

Agent Memory~100%Knowledge GraphsDeep Web Research~75%
npm:superlocalmemory · local package3.0k/wkpublished 2 d ago
@yawlabs/fetch-mcpMCP serverMCP
by jeffyaw
Unknown

Comprehensive HTTP fetch MCP server: SSRF protection, HTML-to-markdown, reader-mode, metadata / link / sitemap / RSS-Atom extraction, robots.txt verdicts

News & FeedsWeb ScrapingDeep Web Research
npm:@yawlabs/fetch-mcp · local package628/wkpublished 13 d ago
memnantMCP serverMCP
by peureka
Unknown

It just remembers.

Knowledge GraphsDeep Web ResearchAgent Memory
npm:memnant · local package539/wkpublished 12 d ago
VaayaMCP serverMCP
by ai.vaaya
Unknown

Pay-per-call agent superpowers: media/video gen, product demos, research, GTM, scraping, compute.

CRM & SalesPaymentsBrowser AutomationImage GenerationVideo Generation
https://vaaya.ai/mcp461/wkpublished 2 d ago
cogmemai-mcpMCP serverMCP
by hifriendbot
Unknown

CogmemAi: Autonomous Cognitive Memory for Any Ai System. 95.10% on LongMemEval (top published score on the field's hardest long-term memory benchmark) and 91% on LoCoMo (above human performance). Autonomous memory capture: your Ai's work is saved even whe

Agent MemoryKnowledge GraphsVector Search~75%Deep Web Research~69%Databases~62%
npm:cogmemai-mcp · local package254/wkpublished 20 d ago
WebhoundMCP serverMCP
by ai.webhound
Unknown

Budgeted reports and datasets with Hound, Webhound's DeepSeek V4 Pro + GPT-5.4 research harness.

Deep Web Research~75%
https://api.webhound.ai/api/v2/mcp147/wkpublished 1 mo ago
mslm-memoryMCP serverMCP
by kai2045
Unknown

Multi-Scope Local Memory — local-first AI agent memory with personal/global/shared scopes. 7-channel retrieval, Fisher-Rao similarity, multi-scope RRF fusion.

Agent Memory~100%Knowledge GraphsDeep Web Research~75%
npm:mslm-memory · local package83/wkpublished 3 mo ago
netlens-mcpMCP serverMCP
by pzalutski
Unknown

Zero-dependency MCP server for unobstructed web reading: browser-header fetch past robots.txt/bot blocks, full-page HTML->Markdown with ad stripping, plus web search

Web SearchWeb ScrapingDeep Web Research
npm:netlens-mcp · local package72/wkpublished 1 mo ago
@mseep/mcp-smart-crawlerMCP serverMCP
by skydeckai
Unknown

A command-line tool acting as an MCP (ModelContextProtocol) server, using Playwright to crawl web content for AI models.

Web ScrapingBrowser AutomationDeep Web Research
npm:@mseep/mcp-smart-crawler · local package69/wkpublished 17 mo ago
← Previouspage 1 of 2Next →
Machine query
GET /api/v1/search?capability=research.web&status=live
Aliases

deep research, research agent, investigate, synthesis, report generation

Also in Research
  • Academic Research
  • People & Company Research