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awesome-claude-connectors

mcp
Guvenlik Denetimi
Uyari
Health Uyari
  • License — License: CC0-1.0
  • Description — Repository has a description
  • Active repo — Last push 0 days ago
  • Low visibility — Only 5 GitHub stars
Code Gecti
  • Code scan — Scanned 1 files during light audit, no dangerous patterns found
Permissions Gecti
  • Permissions — No dangerous permissions requested
Purpose
This project is a curated, text-based directory that catalogs 375 verified MCP integrations from Anthropic's official directory. It organizes connectors by category and provides descriptions and use cases for each entry.

Security Assessment
The overall risk is Low. This tool functions purely as an informational list and does not contain executable application code. It does not access sensitive data, execute shell commands, or make network requests. A code scan found no dangerous patterns and no hardcoded secrets.

Quality Assessment
The project is clearly maintained, with recent repository activity indicating updates were made as recently as today. It uses the permissive CC0-1.0 license, ensuring clear usage rights. However, it has low community visibility at the moment, evidenced by only 5 GitHub stars. Despite the low visibility—which is expected for a niche reference list—its disclaimers and organizational structure demonstrate professional care.

Verdict
Safe to use: an excellent, low-risk reference list for discovering verified integrations.
SUMMARY

A comprehensive directory of every connector in Anthropic's official Claude Connectors Directory — 280 verified MCP integrations, organized by category with descriptions and use cases.

README.md

Awesome List for Claude Connectors Awesome

A comprehensive directory of every connector in Anthropic's official Claude Connectors Directory — 375 verified MCP integrations, organized by category with descriptions and use cases.

Last updated: May 1, 2026 | Total connectors: 375 | Categories: 33

Claude connectors are verified MCP (Model Context Protocol) servers that extend Claude with real-time access to external tools, data sources, and services. They work across Claude.ai, Claude Desktop, Claude Mobile, and Claude Code. Every connector in the official directory is vetted by Anthropic for security, reliability, and compatibility.

For more information, see the Connectors Documentation, Submission Guidelines, and MCP Protocol Specification.

Connectors marked with A are built and maintained by Anthropic.

This list is maintained weekly. To contribute, see CONTRIBUTING.md.

This is an independent, community-maintained list. Not affiliated with, endorsed by, or sponsored by Anthropic PBC. "Claude" and related marks are the property of Anthropic PBC. Each connector is the property of its respective owner.

[!TIP]

Connector of the Week — May 2, 2026

Scite · Research and Academic

Evidence-based answers grounded in research — and unlike most citation tools, Scite tells you how a paper has been cited. Smart Citations classify every citing reference as supporting, contrasting, or mentioning the cited claim, with the surrounding sentence pulled in as context. That distinction is the difference between "this study has 400 citations" and "this study has been directly contradicted 38 times since 2019" — a gap raw citation count quietly hides. For anyone doing clinical reasoning, expert-witness work, systematic reviews, or any research where claim-level evidence weight matters more than vibes-from-the-abstract, this is the connector that catches the studies that have aged badly and the ones that have been replicated. Pairs naturally with Consensus and PubMed: PubMed for primary search, Consensus for AI synthesis, Scite for adversarial citation context. Cross-disciplinary too — not limited to biomedical literature, so it's useful well beyond healthcare.

Contents

AI and ML

  • Cloudglue - Video analysis and processing. Use case: Extracting insights from video content, automated video summarization.
  • ElevenLabs Agents - Build conversational AI agents with voice. Use case: Voice-enabled AI assistants, phone agents, voice-first applications.
  • ElevenLabs Player - Audio generation and playback. Use case: Text-to-speech, audio content creation, voiceover generation.
  • Hugging Face - Access Hugging Face Hub models and Gradio apps. Use case: Model exploration, running inference on hosted models, discovering pretrained models for ML workflows.
  • Owkin - AI agents for biology. Use case: Biological research, computational biology workflows, drug discovery.
  • ToolUniverse - Access 600+ scientific tools. Use case: Scientific computing, running domain-specific tools for chemistry, physics, and biology research.

Automation and Integration

  • CData Connect AI - Managed MCP for 350+ data sources. Use case: Universal data connector, querying databases and SaaS APIs through a single interface.
  • IFTTT - Automate 1000+ apps. Use case: Cross-app automation, trigger-based workflows connecting disparate services.
  • Jentic - Universal tool access. Use case: Connecting to APIs without writing integration code.
  • Make - Run automation scenarios. Use case: Visual workflow automation, connecting apps without code.
  • n8n - Run automation workflows. Use case: Self-hosted workflow automation, open-source alternative to Zapier.
  • PlayMCP - Run PlayMCP servers. Use case: Testing and running MCP server configurations.
  • Tines - Deploy and manage automation servers. Use case: Security orchestration, workflow automation for SecOps.
  • Workato - Automate and connect apps. Use case: Enterprise integration, workflow automation across business systems.
  • Zapier - Automate workflows across apps. Use case: No-code automation, connecting 6000+ apps with trigger-based workflows.

Blockchain

  • BlockchainQuery - Blockchain data across 60+ networks. Use case: Querying on-chain data, analyzing transaction history, monitoring wallet activity across multiple chains.
  • Blockscout - Analyze Blockchain data with a block explorer. Use case: Smart contract verification, transaction tracing, token analytics.

Calendar and Scheduling

  • BusyCal - Calendar management for macOS. Use case: Managing complex schedules on Apple devices, syncing with multiple calendar providers.
  • Calendly - Event types and bookings. Use case: Scheduling meetings, managing availability, automating appointment booking workflows.
  • Fantastical - Calendar management for Apple devices. Use case: Natural language event creation, calendar views, Apple ecosystem calendar management.
  • Google Calendar - Manage your schedule and coordinate meetings. Use case: Creating and updating events, finding free time, coordinating across multiple calendars, scheduling automation.

Cloud and Infrastructure

  • AWS API MCP - Manage AWS resources. Use case: Cloud infrastructure management, querying AWS services, deployment automation.
  • AWS Marketplace - Browse cloud solutions. Use case: Discovering SaaS tools and infrastructure components on AWS.
  • Cloudflare - Compute, storage, and AI on Cloudflare. Use case: Edge deployment, Workers management, CDN configuration, AI inference at the edge.
  • Databricks - Unity Catalog and Mosaic AI. Use case: Data engineering, ML model management, lakehouse analytics.
  • Dremio Cloud - Access lakehouse data. Use case: Querying data lakes, federated SQL across multiple data sources.
  • GCE - Google Compute Engine management. Use case: Managing GCP virtual machines, instance configuration, cloud compute workflows.
  • Kubernetes - Container orchestration cluster management via kubectl. Use case: Cluster management, pod debugging, deployment automation.
  • MotherDuck - DuckDB in the cloud. Use case: Serverless analytical queries, local-first data analysis that scales to cloud.
  • Netlify - Create, deploy, and manage websites. Use case: Static site deployment, serverless functions, CI/CD for web projects.
  • PlanetScale - Managed PostgreSQL and MySQL. Use case: Database branching, schema management, serverless database operations.
  • Starburst - Federated data access. Use case: Querying data across multiple sources with a single SQL interface.
  • Supabase - Databases, auth, and storage. Use case: Postgres-backed backend, real-time subscriptions, auth, file storage for modern apps.
  • Vercel - Analyze, debug, and manage deployments. Use case: Next.js deployment, serverless functions, edge config, deployment analytics.

CMS and Web Building

  • Adobe Experience Manager - Enterprise content and digital asset management. Use case: Large-scale web content management, digital asset workflows, omnichannel experience delivery for enterprises.
  • Base44 - Build and manage Base44 apps. Use case: Low-code app development on the Base44 platform.
  • Natoma - Internal tools and apps. Use case: Building internal dashboards and admin tools.
  • Sanity - Manage content in Sanity CMS. Use case: Headless CMS content management, structured content queries, editorial workflows.
  • Shopify - Build, manage, and analyze your Shopify store. Use case: Storefront management, product and inventory queries, order analytics, e-commerce automation.
  • Webflow - CMS and site management. Use case: Visual web development, CMS content management, design-to-production workflows.
  • Wix - Website creation and management on the Wix platform. Use case: Site building, e-commerce setup, domain management, blog publishing.
  • WordPress.com - Manage WordPress sites. Use case: Content management, plugin configuration, site administration for WordPress.

Communication

  • Circleback - Meeting context and notes. Use case: Pulling context from past meetings into current conversations.
  • Fathom - Meeting recording, transcription, and AI summaries. Use case: Automatic Zoom/Meet/Teams call recording, AI-generated summaries, action-item extraction, CRM sync.
  • Fellow.ai - Chat with your meeting data. Use case: Querying meeting transcripts, finding action items, reviewing past discussions.
  • Fireflies - Meeting transcripts and search. Use case: Searching across all meeting transcripts, extracting decisions and action items.
  • Gmail - Draft replies, summarize threads, and search your inbox. Use case: Email triage, composing context-aware replies, finding specific conversations, summarizing long threads.
  • Grain - Turn meetings into insights and next steps. Use case: Meeting recording, AI-generated highlights, deal-coaching insights, automated CRM updates.
  • Granola - AI notepad for meetings. Use case: Real-time meeting notes with AI enhancement, structured meeting summaries.
  • Krisp - Meeting transcripts. Use case: Noise-cancelled meeting transcription, speaker identification.
  • MeetGeek - Meetings and transcripts. Use case: Automated meeting recording, transcript search, meeting analytics.
  • Minutes - Local-only meeting transcription. Use case: Privacy-first meeting transcription that processes entirely on-device. No data leaves your machine.
  • Otter.ai - Meeting intelligence and transcription. Use case: Live meeting notes, searchable transcripts, automatic summaries and action items across Zoom/Meet/Teams.
  • Quo - Business phone with call insights and transcripts. Use case: Pulling call transcripts, surfacing missed-opportunity patterns from voice/SMS, querying voicemail history.
  • Slack - Send messages, create canvases, and fetch data from Slack. Use case: Team communication, searching channel history, posting updates, creating collaborative documents.
  • Superhuman Mail - Drive your email and calendar from Claude. Use case: Inbox triage at speed, AI-drafted replies in personal voice, calendar coordination, follow-up automation.
  • Zoom for Claude - Search, recap, and act on Zoom meetings. Use case: Meeting recaps, finding key moments in recordings, extracting action items from Zoom calls.

Customer Support

  • Guru - Access company knowledge base. Use case: Finding internal documentation, answering team questions from a centralized knowledge source.
  • Intercom - Customer insights and support data. Use case: Analyzing customer conversations, tracking support trends, surfacing customer feedback.
  • Lorikeet - Universal support concierge. Use case: Automated customer support workflows, ticket routing, response generation.
  • Pylon - Support issues management. Use case: Tracking and managing support tickets, escalation workflows.
  • RT (Request Tracker) - Search tickets and manage queues. Use case: IT helpdesk workflows, ticket search, queue management for open-source RT installations.
  • Unthread - Support ticket management. Use case: Converting Slack messages into trackable support tickets.
  • Zoho Desk - Helpdesk and support ticket automation. Use case: Ticket routing, SLA management, customer support analytics, knowledge base integration.

Data and Analytics

  • Amplitude - Search and get product analytics insights. Use case: Understanding user behavior, funnel analysis, retention metrics, A/B test results.
  • Aura - Company and workforce analytics. Use case: HR analytics, workforce planning, organizational insights.
  • BigQuery - Analytical insights from Google BigQuery. Use case: Large-scale data analysis, SQL queries against data warehouses, business intelligence.
  • CKAN - Access open data portals. Use case: Querying government and public datasets, open data exploration for research.
  • Contentsquare - Digital experience analytics and session replay. Use case: Understanding user behavior across web and mobile, identifying UX friction, conversion optimization.
  • Coupler.io - Pull data from hundreds of sources. Use case: Cross-platform data aggregation, building dashboards from multiple SaaS tools.
  • Enterpret Wisdom - Unified customer feedback analysis. Use case: Aggregating feedback from multiple channels, identifying product themes and trends.
  • Hex - Answer questions with Hex notebooks. Use case: Data science workflows, querying databases via notebooks, sharing analytical results.
  • Metabase - Analytics and dashboards. Use case: Business intelligence, SQL-free data exploration, embedded analytics.
  • Microsoft Clarity - Session replays and heatmaps. Use case: Understanding how users interact with your website, identifying UX friction points.
  • Mixpanel - Analyze and query product data. Use case: Event-based analytics, cohort analysis, engagement tracking.
  • Omni Analytics - Query data via natural language. Use case: Asking business questions in plain English against your data warehouse.
  • Orion by Gravity - Autonomous AI analyst for your data stack. Use case: Proactive data monitoring, automated insight generation, Looker and warehouse analysis delivered to Slack.
  • Pigment - Analyze business planning data. Use case: Financial planning, revenue forecasting, scenario modeling.
  • PostHog - Query and manage product insights. Use case: Open-source product analytics, feature flags, session recording analysis.
  • Similarweb - Web, mobile app, and market data. Use case: Competitive analysis, traffic estimation, market research.
  • Snowflake - Structured and unstructured data. Use case: Data warehousing, cross-cloud analytics, data sharing.
  • Stats Compass - Data science tools for loading, visualization, and ML. Use case: Statistical analysis, data visualization, running ML models within Claude.
  • Supermetrics - Marketing performance data. Use case: Aggregating marketing metrics across ad platforms, reporting automation.
  • Tableau - Data visualization and business intelligence dashboards. Use case: Interactive analytics, visual data exploration, cross-source reporting, dashboard publishing.
  • Visier - People and productivity insights. Use case: Workforce analytics, talent planning, organizational health metrics.
  • Windsor.ai - Connect 325+ marketing data sources. Use case: Marketing attribution, cross-channel performance analysis.
  • Zocks - Analyze client conversations. Use case: Financial advisor conversation analysis, compliance review, client insight extraction.

Design and Creative

  • Autodesk Fusion - Create, modify, and inspect CAD geometry in Fusion. Use case: Parametric CAD modeling, mechanical part design, engineering geometry inspection.
  • B12 Website Generator - Create websites with AI. Use case: Rapid website prototyping, small business site generation.
  • Blender - Natural language interface to Blender's Python API and docs. Use case: 3D modeling automation, scene scripting, animation workflows controlled by natural language.
  • Canva - Create, autofill, and export designs. Use case: Quick graphics, social media posts, presentation slides, brand-consistent visual content.
  • Excalidraw - Interactive hand-drawn style diagrams. Use case: Whiteboarding, architecture sketches, informal diagrams that feel approachable.
  • Figma - Generate diagrams and code from Figma designs. Use case: Design-to-code workflows, inspecting Figma files, extracting design tokens.
  • Gamma - AI-powered presentations, docs, and webpages. Use case: Rapid presentation generation, visual document creation, landing pages.
  • Lens Studio - Build, debug, and generate Lenses for Snapchat and Spectacles. Use case: AR Lens development, asset and effect generation, Snap Spectacles content creation.
  • Lucid - Ideation and diagramming. Use case: Flowcharts, org charts, process maps, collaborative visual planning.
  • Magic Patterns - AI-powered UI pattern exploration and component prototyping. Use case: UI pattern exploration, design iteration, component prototyping.
  • Mermaid Chart - Validate Mermaid syntax and render SVG diagrams. Use case: Architecture diagrams, sequence diagrams, flowcharts rendered from code. Clean SVG output for docs and papers.
  • Miro - Collaborative online whiteboard for teams. Use case: Mind mapping, workshop facilitation, brainstorming, visual project planning.
  • Resolume Arena - Control Resolume Arena VJ software. Use case: Live visual performance, video mixing, projection mapping driven by natural language.
  • Resolume Wire - Control Resolume Wire node-based effects. Use case: Building real-time visual effects, generative graphics patches, VJ effect chains.
  • Sketch - Explore designs in Sketch. Use case: Inspecting Sketch files, extracting assets, reviewing design specs on macOS.
  • Three.js 3D Viewer - Interactive 3D scenes. Use case: 3D visualization, WebGL prototyping, rendering 3D models.
  • tldraw - Sketch, draw, and diagram. Use case: Quick sketching, informal diagrams, lightweight whiteboarding.

Desktop Automation

  • Android-MCP - Control Android devices. Use case: Android app testing, mobile automation workflows, device management.
  • Control Chrome - Chrome tab and navigation control. Use case: Browser automation, tab management, web scraping from Chrome.
  • Control your Mac - Execute AppleScript to automate macOS. Use case: System-level Mac automation, app control, file management via AppleScript.
  • Dash - Search documentation in Dash. Use case: Quick API reference lookups from the Dash documentation browser on macOS.
  • Desktop Commander - Local machine automation. Use case: File system operations, process management, system-level tasks.
  • macOS - Lightweight macOS system interaction. Use case: Basic Mac control, window management, system queries.
  • Read and Send iMessages - Send and read Apple Messages. Use case: Messaging automation, reading conversation history, sending quick replies from Claude.
  • Vybit Notifications - Custom push notification routing and alert delivery. Use case: Custom alert systems, notification routing, event-driven alerts.
  • Windows-MCP - Windows OS automation and system control. Use case: Windows application automation, file management, system administration tasks.

Development Tools

  • Atlassian Rovo - Access Jira and Confluence. Use case: Issue tracking, searching wiki documentation, project management within the Atlassian ecosystem.
  • Autodesk Product Help - Securely access Autodesk product documentation. Use case: Looking up AutoCAD/Revit/Maya/Fusion docs, troubleshooting Autodesk software, in-context help retrieval.
  • Clerk - Authentication and billing management. Use case: User management, auth configuration, billing setup for web applications.
  • Context7 - Up-to-date documentation for libraries, frameworks, and SDKs. Use case: Getting current API docs instead of relying on training data. Essential for coding against any library that updates frequently.
  • DevRev - Company knowledge graph. Use case: Connecting product, support, and engineering data into a unified graph.
  • GitLab - Code hosting, CI/CD, and DevOps platform. Use case: Source control, pipeline management, issue tracking, merge request workflows for software teams.
  • GraphOS MCP Tools - Apollo GraphQL documentation and best practices. Use case: GraphQL schema design guidance, Apollo Connectors specification lookup, agentic GraphQL development.
  • GrowthBook - Feature flags and experiments. Use case: A/B testing, gradual rollouts, experiment analysis.
  • Kapture - Browser control via DevTools. Use case: Browser automation using Chrome DevTools Protocol.
  • KARP Inspector - Semantic codebase search. Use case: Understanding unfamiliar codebases, finding relevant code by meaning rather than keywords.
  • Mailtrap - Email testing and templates. Use case: Testing email delivery, previewing templates, email sandbox for development.
  • Microsoft Learn - Microsoft documentation. Use case: Azure, .NET, Office, and Windows development documentation.
  • pg-aiguide - PostgreSQL docs and skills. Use case: PostgreSQL query help, configuration guidance, performance tuning.
  • Port IO - Developer portal context lake. Use case: Internal developer platform management, service catalog, developer experience.
  • Postman - API context and collections. Use case: API testing, documentation, sharing request collections across teams.
  • Postman MCP (Minimal) - Lightweight API access on Postman. Use case: Quick API exploration without the full Postman suite.
  • Qase Test Management - Manage test cases, runs, plans, and suites. Use case: QA test management, test plan automation, run tracking and reporting for engineering teams.
  • React Aria - Accessible React UI primitives from Adobe. Use case: Building keyboard- and screen-reader-accessible components, custom design systems on top of WAI-ARIA-compliant hooks.
  • React Spectrum (S2) - Adobe's React Spectrum component library. Use case: Building apps on Adobe's design system, themed UI development, accessible component composition.
  • Shadcn UI - shadcn/ui component source and demos. Use case: Browsing component implementations, copying component code, exploring the shadcn/ui library.
  • Socket - Dependency security scanning. Use case: Checking npm/PyPI packages for supply chain risks, vulnerability detection.
  • Stytch - Authentication management. Use case: Passwordless auth, OAuth, session management for web apps.
  • Tomba - Professional email address discovery and verification. Use case: Finding work emails for outreach, domain-based contact search, email deliverability verification.

Documents and Files

  • Box - Enterprise cloud content management and file sharing. Use case: Document collaboration, secure file sharing, content governance, workflow automation.
  • Docling MCP - Document processing and extraction. Use case: Parsing PDFs, extracting structured data from documents.
  • DocuSeal - Sign and manage documents. Use case: Digital signature workflows, document template management.
  • Docusign - Contract management and e-signatures. Use case: Sending documents for signature, managing contract lifecycle, tracking envelope status.
  • Egnyte - Access Egnyte content. Use case: Enterprise file sharing, content governance, hybrid cloud storage management.
  • Filesystem - Local filesystem read and write. Use case: File management, reading and writing files on your machine. Note: Claude Code has this built in.
  • Google Drive - Find and analyze files in Drive. Use case: Searching Google Drive, summarizing documents, cross-referencing files.
  • Lumin - Documents, signatures, and Markdown-to-PDF conversion. Use case: PDF annotation, e-signatures, converting Markdown to formatted PDFs.
  • PDF (By Anthropic) A - Read and interact with PDFs. Use case: Extracting text from PDFs, answering questions about PDF content.
  • PDF Tools A - Fill, analyze, and extract from local PDFs. Use case: PDF form filling, data extraction, local PDF processing without uploading.
  • PDF Viewer A - Render PDFs from URLs. Use case: Quick preview of PDFs from arxiv.org and other URL-based sources.
  • PowerPoint (By Anthropic) A - Control PowerPoint with AppleScript. Use case: Creating and modifying presentations programmatically on macOS.
  • Send - Create shareable documents, one-pagers, and decks. Use case: Turning conversations into tracked, shareable web documents with view analytics — no re-sharing required when content updates.
  • SignNow - Automate e-signatures. Use case: Bulk signature requests, document workflow automation.
  • SignWell - E-signature workflows. Use case: Simple document signing, tracking signature completion.
  • Word (By Anthropic) A - Control Microsoft Word with AppleScript. Use case: Creating and editing Word documents programmatically on macOS. Useful for formatted reports and documents.

Education

  • Learning Commons - K-12 standards and skills. Use case: Curriculum alignment, standards-based assessment, educational content mapping.
  • Udemy Business - Skill-building resources. Use case: Employee training, course discovery, learning path management.

Entertainment

  • Ableton Knowledge - Ask Claude about Ableton products. Use case: Music production help, Ableton Live and Push reference lookups, workflow guidance for producers.
  • Audible - Audiobook recommendations and library access. Use case: Discovering new audiobooks, managing listening queue, exploring genres and series.
  • Melon - Music charts and data. Use case: Music industry analytics, charting data, trend tracking.
  • Play Sheet Music - Generate and play sheet music. Use case: Music composition, MIDI playback, music theory exploration.
  • Spotify - Control Spotify playback. Use case: Music control, playlist management, listening history.

Finance and Trading

  • Aiera - Financial events, filings, and publications. Use case: Earnings call analysis, SEC filing search, financial event monitoring.
  • Airwallex - Global payment platform. Use case: Cross-border payments, multi-currency accounts, payment processing.
  • Aiwyn Tax - Tax estimation and analysis. Use case: Tax planning, estimation workflows, accounting firm automation.
  • Bigdata.com - Real-time financial data. Use case: Market data feeds, stock screening, financial research.
  • Brex - Corporate card management and spend automation. Use case: Expense tracking, corporate card controls, receipt management, budget monitoring.
  • Campfire - AI-native ERP and accounting platform. Use case: General ledger automation, revenue recognition, close management for high-growth finance teams.
  • Cash App - Personal finance, payments, and merchant discovery. Use case: Send and receive money, discover local merchants and food spots, track spending.
  • Chronograph - Private market data. Use case: Private equity analytics, fund performance tracking.
  • Clarity AI - Sustainability data and SFDR fund classification. Use case: ESG reporting, SFDR 2.0 fund categorization, sustainable investment disclosures.
  • Credit Karma - Credit score insights. Use case: Personal credit monitoring, financial health assessment.
  • Crypto.com - Cryptocurrency trading. Use case: Crypto portfolio management, trading, market data.
  • Daloopa - Financial KPIs from public filings. Use case: Fundamental analysis, extracting KPIs from 10-Ks and 10-Qs.
  • Digits - Real-time bookkeeping and financial intelligence for small businesses. Use case: Automated transaction categorization, cash-flow forecasting, expense analysis, AI-assisted accounting.
  • FactSet - Institutional financial data. Use case: Enterprise-grade market data, quantitative analysis, portfolio analytics.
  • Fiscal.ai - Clean public equity fundamental data. Use case: Stock fundamentals, financial statement analysis, equity research.
  • GoCardless - Bank-to-bank payment collection and recurring direct debit API. Use case: Recurring billing, subscription payments, open banking payment initiation.
  • Gusto - Payroll, benefits, and HR for small businesses. Use case: Running payroll, managing benefits, onboarding employees, tax filing automation.
  • ICE Data Services - U.S. fixed income trade and reference data. Use case: Bond pricing, fixed income trade analysis, reference data for institutional fixed income desks.
  • Jaz Accounting - Full accounting platform. Use case: Bookkeeping, financial reporting, invoice management.
  • LSEG - Data across asset classes. Use case: Institutional market data, fixed income, derivatives, ESG data from London Stock Exchange Group.
  • LunarCrush - Social media data for markets. Use case: Social sentiment analysis for crypto and stocks, trending asset detection.
  • Massive Market Data - Stocks, options, and indices via Massive.com. Use case: Real-time and historical market data, options chains, backtesting data feeds.
  • Mercury - Banking and finances on Mercury. Use case: Startup banking, transaction management, financial operations for Mercury customers.
  • Moodys - Credit risk analytics and economic forecasting. Use case: Fixed income analysis, credit risk assessment, economic scenario modeling.
  • Morningstar - Investment insights. Use case: Fund analysis, stock ratings, portfolio research for individual and institutional investors.
  • MSCI - Data-to-insight platform. Use case: ESG ratings, factor models, risk analytics for institutional investors.
  • MT Newswires - Real-time global financial news. Use case: Breaking financial news, market-moving event detection, news-based trading signals.
  • NetSuite - Access NetSuite data. Use case: ERP data, financial reporting, inventory management within Oracle NetSuite.
  • PayPal - Payment processing and transaction history. Use case: Transaction management, payment tracking, dispute monitoring, financial reporting.
  • PitchBook - Private market data. Use case: Venture capital research, startup valuations, M&A data, fundraising intelligence.
  • Plaid - Financial data integration. Use case: Bank account linking, transaction data, identity verification for fintech apps.
  • Quartr - Earnings call transcripts and investor presentation research. Use case: Fundamental analysis, listening to management commentary, tracking company guidance.
  • QuickBooks - Small business accounting, invoicing, and financial reporting. Use case: Bookkeeping, expense categorization, invoice management, tax preparation.
  • Ramp - Financial data from Ramp. Use case: Corporate spend management, expense tracking, vendor management.
  • Razorpay - Payment processing and subscription management for Indian markets. Use case: Online payment collection, recurring billing, payment analytics.
  • Revolut X - Advanced crypto exchange with low fees. Use case: Crypto trading, market and limit orders, backtesting, portfolio management for active traders.
  • Rillet - Live general-ledger and financials querying in plain English. Use case: Natural-language GL queries, real-time financial reporting, finance team self-service analytics.
  • S&P Global - Query financial datasets. Use case: Market intelligence, credit ratings, commodity data, institutional research.
  • Square - Transaction and payment data. Use case: POS data, payment analytics, merchant services management.
  • Stripe - Payment processing infrastructure. Use case: Payment management, subscription billing, revenue analytics, checkout configuration.
  • TurboTax - Consumer tax preparation and refund estimation. Use case: Tax filing assistance, deduction identification, refund estimation.
  • Tropic - SaaS procurement and contract negotiation intelligence. Use case: Software spend benchmarking, renewal negotiation, vendor contract management.
  • Vendr - Software pricing insights. Use case: SaaS procurement, license negotiation, software spend optimization.
  • Xero - Cloud accounting for small business. Use case: Bank reconciliation, invoicing, expense tracking, financial reporting from your Xero ledger.
  • Zoho Books - Online accounting and finance operations. Use case: Invoicing, expense management, bank reconciliation, financial reporting within the Zoho ecosystem.

Government and Nonprofit

  • Benevity - Nonprofit discovery and corporate giving platform. Use case: Corporate social responsibility programs, donation matching, nonprofit vetting.
  • Candid - Research nonprofits and funders. Use case: Grant research, foundation discovery, nonprofit due diligence.
  • Granted - Discover grant opportunities. Use case: Finding federal, state, and foundation grants. Useful for researchers, nonprofits, and anyone writing grant applications.
  • GovTribe - Federal procurement, awards, and spending intelligence. Use case: Government contract discovery, competitive intelligence, agency spending analysis, capture management.
  • Kindora - AI funder discovery for nonprofits. Use case: Matching mission-aligned funders, grant prospecting, personalized funder outreach for fundraising teams.
  • MoSPI - India official statistics. Use case: Indian economic data, demographic statistics, government datasets.
  • Tango - US Government contracting data. Use case: Federal procurement research, contract analysis, government sales intelligence.

Healthcare and Life Sciences

  • 10x Genomics Cloud - Access the 10x Genomics platform. Use case: Single-cell genomics, spatial transcriptomics, chromatin accessibility analysis.
  • AdisInsight - Drug, clinical trial, and pharma pipeline intelligence. Use case: Drug development tracking, competitive pipeline analysis, licensing opportunity identification.
  • Benchling - R&D data and notebooks. Use case: Lab notebook management, experiment tracking, biological sequence design.
  • BioRender - Scientific templates and icons. Use case: Creating publication-quality scientific figures, graphical abstracts, pathway diagrams.
  • bioRxiv - Access bioRxiv and medRxiv preprint data. Use case: Preprint search for biology and medicine, catching research 6-12 months before peer review.
  • ChEMBL - Access ChEMBL drug compound data. Use case: Drug discovery research, compound activity data, target-drug relationships.
  • Clinical Trials - Access ClinicalTrials.gov data. Use case: Finding active trials, checking eligibility criteria, tracking trial results, identifying recruiting studies.
  • CMS Coverage - Access the CMS Coverage Database. Use case: Checking Medicare coverage determinations, prior authorization requirements, coverage policy lookups.
  • Consensus - Explore scientific research with AI synthesis. Use case: Evidence-based research across 200M+ papers, systematic literature review, finding consensus across studies.
  • Enrichr MCP Server - Gene set enrichment analysis. Use case: Genomics research, pathway analysis, gene ontology enrichment.
  • Function Health - Lab test insights and health answers (beta). Use case: Biomarker data analysis, lab result trends, personalized health insights from blood work.
  • HealthEx - Connect health records (beta). Use case: Health record integration, personal health data access.
  • ICD-10 Codes - Access ICD-10-CM and ICD-10-PCS code sets. Use case: Clinical coding, diagnostic classification, billing code lookup, health informatics.
  • Ketryx - Regulated software lifecycle data for medical device and life sciences teams. Use case: FDA-compliant SDLC tracking, design control, traceability for SaMD/SiMD development.
  • Medidata - Clinical trial software. Use case: Clinical trial data management, EDC systems, regulatory compliance in trials.
  • NPI Registry - US National Provider Identifier lookup. Use case: Provider verification, referral workflows, healthcare directory lookups, credentialing.
  • Open Targets - Drug target discovery. Use case: Target identification, disease-gene associations, drug repurposing research.
  • PopHIVE Public Health - Public health dashboards. Use case: Epidemiological data, population health metrics, public health surveillance.
  • PubMed - Search biomedical literature. Use case: Medical literature search, finding clinical evidence, systematic reviews, accessing abstracts and full-text articles via NCBI.
  • Synapse.org - Access scientific data on Synapse. Use case: Open science data sharing, collaborative research datasets, challenge platforms.

Jobs

  • Dice - Technology-focused job search and career marketplace. Use case: Finding tech roles, salary benchmarking, tech hiring market data.
  • Indeed - Job search across all industries and experience levels. Use case: Job discovery, salary research, employer reviews, hiring market analysis.
  • Metaview - AI recruiting and interview intelligence. Use case: Interview transcription and summarization, candidate search, automated ATS updates for hiring teams.

Legal

  • Harvey - Legal queries, vault search, and research. Use case: Legal research, case law analysis, contract review, document search within Harvey's legal AI platform.
  • Intapp Celeste - Agentic AI for regulated professional firms. Use case: Conflict clearance, ethical walls, compliance-aware workflows for law firms and advisory services.
  • LegalZoom - Business formation and attorney-assisted legal services. Use case: LLC formation, trademark filing, estate planning documents, on-demand attorney guidance.
  • Midpage Legal Research - Legal research and work product. Use case: Case law search, legal citation analysis, brief drafting support, jurisdiction-specific research.

Lifestyle and Local

  • Instacart - Grocery and household delivery as fast as 30 minutes. Use case: Grocery shopping automation, recipe-to-cart workflows, household supply restocking.
  • Resy - Restaurant discovery and reservation booking. Use case: Finding restaurants, booking tables, managing dining plans.
  • Taskrabbit - Find and book local Tasker services. Use case: Furniture assembly, moving help, handyman services, errands, local task booking.
  • Thumbtack - Find and hire local pros. Use case: Home services, contractors, event vendors, professional services discovery and booking.
  • Uber Eats - Restaurant discovery and food delivery. Use case: Restaurant search, dish recommendations, order placement, delivery tracking.

Marketing and Sales

  • ActiveCampaign - Marketing automation. Use case: Email campaigns, lead scoring, CRM automation, customer journey mapping.
  • Adobe Journey Optimizer - Campaign and customer journey orchestration. Use case: Cross-channel campaign troubleshooting, journey performance analysis, marketing automation diagnostics.
  • Adobe Marketing Agent - Marketing campaign and audience insights from the Adobe stack. Use case: Campaign performance analysis, audience segmentation, cross-product Adobe marketing diagnostics.
  • Affinity - Relationship intelligence CRM for private capital. Use case: Venture capital and private equity deal sourcing, warm-intro mapping, automatic CRM enrichment.
  • Apollo.io - Find buyers and book meetings. Use case: Sales prospecting, lead enrichment, outbound campaign management.
  • Attio - Search and manage CRM data. Use case: Modern CRM workflows, relationship tracking, deal management.
  • Braze - Access Braze REST API. Use case: Customer engagement campaigns, push notification management, marketing automation.
  • CB Insights - Predictive intelligence. Use case: Market research, startup tracking, industry trend analysis, competitive intelligence.
  • Clarify - Query CRM and create records. Use case: CRM data management, contact creation, pipeline tracking.
  • Clay - Find prospects, research, and outreach. Use case: Lead enrichment, personalized outreach, prospect research automation.
  • Close - Inside sales CRM for calls, emails, and pipeline. Use case: Sales pipeline management, call tracking, email sequences for inside sales teams.
  • Common Room - Community and go-to-market signal detection across social, product, and support channels. Use case: Identifying high-intent prospects, tracking community engagement, surfacing buying signals.
  • Crossbeam - Partner data and ecosystem intelligence. Use case: Partner overlap analysis, co-selling opportunities, ecosystem mapping.
  • Customer.io - Explore customer data. Use case: Behavioral messaging, customer segmentation, lifecycle email campaigns.
  • Day AI - AI-powered CRM with automatic relationship tracking. Use case: Prospect research, contact enrichment, pipeline management, meeting prep.
  • G2 - B2B software buyer intent and review data. Use case: Identifying accounts researching your category, competitive analysis, leveraging review insights for sales.
  • Gainsight - Customer success management and health scoring. Use case: Renewal forecasting, churn prevention, customer health monitoring, expansion tracking.
  • Harmonic - Discover companies and people. Use case: Company discovery, people search, market mapping for sales and recruiting.
  • HubSpot - All-in-one CRM, marketing, and sales platform. Use case: CRM queries, marketing analytics, sales pipeline management, inbound marketing.
  • Intuit Mailchimp - Marketing campaign management. Use case: Email campaigns, audience segmentation, marketing analytics.
  • Klaviyo - Real-time marketing data. Use case: E-commerce email and SMS marketing, customer segmentation, predictive analytics.
  • Lusha - B2B contact and company enrichment. Use case: Sales prospecting, verified email and direct-dial discovery, CRM data enrichment, buying-signal detection.
  • MailerLite - Email marketing and subscriber management. Use case: Newsletter campaigns, landing pages, automation workflows, subscriber segmentation.
  • Outreach - Team performance and engagement. Use case: Sales engagement, sequence automation, pipeline management.
  • Peec AI - Brand visibility analytics across LLMs. Use case: Tracking how brands appear in ChatGPT/Claude/Gemini answers, AI-search SEO, generative-engine optimization.
  • Pendo - Product and user insights. Use case: Product analytics, in-app guidance, user onboarding, feature adoption tracking.
  • Sprouts Data Intelligence - Query to qualified lead. Use case: Lead qualification, data enrichment, sales intelligence.
  • Sybill - Sales calls and pipeline intelligence. Use case: AI meeting summaries, behavioral analysis of sales calls, pipeline updates.
  • Vibe Prospecting - Company and contact data. Use case: B2B prospecting, company information, contact discovery.
  • Zoho CRM - CRM pipeline and workflow automation within the Zoho ecosystem. Use case: Contact management, deal tracking, sales automation, lead scoring.
  • ZoomInfo - Enrich contacts and accounts. Use case: B2B data enrichment, company intelligence, contact information, sales targeting.

Observability and Monitoring

  • Dynatrace - Observability via DQL. Use case: Application performance monitoring, infrastructure observability, root cause analysis.
  • Grafana - Dashboards and alerting. Use case: Monitoring infrastructure, querying Prometheus/Loki, visualizing metrics.
  • Honeycomb - High-cardinality observability for distributed systems. Use case: Distributed tracing, debugging production issues, query-driven investigation.
  • incident.io - Incident management. Use case: Declaring and managing incidents, post-mortems, on-call coordination.
  • Instana - Observability platform. Use case: Auto-instrumented application monitoring, infrastructure visibility.
  • Jam - Screen recording for bug reports. Use case: Capturing and sharing browser-based bug reproductions with context.
  • PagerDuty - Incidents and on-call management. Use case: Incident response, on-call scheduling, alerting workflows.
  • Sentry - Error tracking and debugging. Use case: Monitoring production errors, stack trace analysis, performance monitoring, release health.

Productivity

  • Airtable - Structured data in Claude. Use case: Database-spreadsheet hybrid, project tracking, content calendars, inventory management.
  • Craft - Notes and second brain. Use case: Linked note-taking, document creation, knowledge management on Apple devices.
  • Drafts - Access Drafts on macOS. Use case: Quick text capture, processing notes into actions, markdown drafting.
  • Dovetail - Customer feedback and research repository. Use case: User research synthesis, customer interview analysis, feedback theming and decision tracking.
  • Glean - Enterprise context and search. Use case: Searching across all company knowledge sources, finding internal information.
  • Goodnotes - AI insights from documents. Use case: Handwritten note analysis, document search, study note management.
  • Jotform - Online form builder and submission management. Use case: Custom form creation, collecting payments and registrations, routing submissions to downstream tools.
  • LILT - Enterprise translation and localization platform. Use case: Multilingual content management, translation memory, real-time document translation workflows.
  • Mem - AI-powered self-organizing notebook. Use case: Auto-tagged note management, knowledge retrieval, meeting notes with semantic search.
  • Microsoft 365 - SharePoint, OneDrive, Outlook, and Teams access. Use case: Enterprise document search, email and calendar workflows, Teams chat context, SharePoint knowledge mining.
  • Noteplan - Markdown-based planning and daily notes for macOS. Use case: Markdown-based planning, daily notes, task management integrated with calendar.
  • Notion - Connect your Notion workspace. Use case: Knowledge base management, project documentation, wiki search, database queries.
  • Read and Write Apple Notes - Read, write, and organize notes in Apple Notes. Use case: Quick capture, reading note content, creating structured notes from Claude.
  • SurveyMonkey - Design surveys, collect responses, and analyze results. Use case: Survey design, distribution, response analysis, quantitative research workflows.

Project Management

  • Asana - Tasks, projects, and goals. Use case: Team task management, project planning, goal tracking, workflow automation.
  • ClickUp - All-in-one project and task management platform. Use case: Team task tracking, time management, document collaboration, sprint planning.
  • Linear - Issues, projects, and team workflows. Use case: Software development project tracking, issue management, sprint planning. Popular with engineering teams.
  • monday.com - Projects, boards, and workflows. Use case: Visual project management, cross-team workflows, custom automations.
  • Pathmode - Strategic context and dependency graphs. Use case: Strategic planning, dependency visualization, project prioritization.
  • Process Street - Process and workflow data. Use case: Standard operating procedures, recurring workflow management, compliance checklists.
  • Smartsheet - Analyze and manage data. Use case: Enterprise work management, resource planning, portfolio management.
  • Zoho Projects - Task and project automation. Use case: Project management within the Zoho ecosystem, Gantt charts, time tracking.

Real Estate

  • Yardi Virtuoso - Real estate and property management data from Yardi. Use case: Property management, real estate portfolio analytics, tenant management.

Research and Academic

  • Scholar Gateway - Scholarly research and citation discovery. Use case: Academic paper search, citation analysis, cross-disciplinary research that spans beyond biomedical literature.
  • Scite - Evidence-based answers grounded in research. Use case: Smart citations showing whether papers support or contrast a claim, AI-assisted literature review, citation context analysis.

SAP

  • SAP CAP - SAP Cloud Application Programming Model. Use case: Building enterprise apps on SAP Business Technology Platform.
  • SAP Fiori - Enterprise UX development for SAP applications. Use case: SAP enterprise UX development, Fiori element configuration.
  • SAP MDK - SAP Mobile Development Kit. Use case: Building SAP mobile apps, offline-capable enterprise mobile development.
  • SAPUI5 - SAP web application development using the SAPUI5 framework. Use case: SAP web application development using the SAPUI5 framework.

Security

  • Conviso - Application security metrics. Use case: AppSec posture management, vulnerability tracking, security program metrics.
  • DataGrail - Agentic data privacy orchestration. Use case: DSR fulfillment, privacy impact assessments, PII discovery across SaaS stacks, AI governance.
  • Defense.com - Cybersecurity threat intelligence and monitoring. Use case: Attack surface management, threat detection, vulnerability prioritization.
  • Malwarebytes - Check links, phone numbers, and emails for scams. Use case: On-demand scam detection for suspicious URLs and contacts, phishing triage, consumer-grade threat checks.
  • Miggo - Vulnerability and findings management. Use case: Security finding triage, vulnerability management, risk assessment.
  • PanOS MCP - Palo Alto Networks firewall management. Use case: Firewall rule management, network security configuration, PAN-OS administration.
  • Rapid7 Bulk Export - Bulk export of Rapid7 vulnerability and exposure data. Use case: Pulling InsightVM/InsightAppSec findings into reports, bulk asset and vulnerability data analysis.
  • Zscaler - Zero Trust Exchange. Use case: Zero trust network access, cloud security, secure web gateway management.

SEO and Web

  • Ahrefs - SEO and AI search analytics. Use case: Backlink analysis, keyword research, site audits, competitive SEO analysis.
  • AirOps - Content that wins AI search. Use case: SEO content optimization, AI-era search strategy, programmatic content.
  • Apify MCP server - Extract data from any website. Use case: Web scraping, data extraction, automated content collection at scale.
  • Bitly - Link shortening and QR codes. Use case: Link management, click analytics, branded short URLs, QR code generation.
  • Cloudinary - Image and video management. Use case: Media asset optimization, image transformation, CDN delivery.
  • Cloudinary Asset Mgmt - Digital asset management. Use case: Media library management, asset organization, DAM workflows.
  • Exa - Neural web search and code documentation search. Use case: AI-powered web search that understands intent. Describe the ideal page in natural language instead of keywords. Returns clean content ready for LLM use.
  • GoDaddy - Domain search and availability. Use case: Domain registration, DNS management, domain availability checking.
  • Local Falcon - Local search intelligence. Use case: Local SEO tracking, Google Maps ranking analysis, local search visibility.
  • Tavily - Connect AI agents to the web. Use case: Web search API for AI applications, real-time web data access.

Ticketing and Events

  • Fever - Discover live events and experiences worldwide. Use case: Finding concerts, immersive experiences, tours, and cultural events across 200+ cities.
  • StubHub - Secondary-market ticket marketplace for concerts, sports, and theater. Use case: Finding event tickets, price comparison across the world's largest ticket marketplace, last-minute event access.
  • Ticket Tailor - Event platform for tickets and orders. Use case: Event ticketing, order management, attendee tracking.

Travel

  • AllTrails - Hike, bike, and trail discovery with reviews and maps. Use case: Finding nearby trails, planning outdoor activities, accessing trail conditions and reviews.
  • Booking.com - Hotels, homes, apartments, and accommodations worldwide. Use case: Hotel search, vacation rental booking, multi-property comparison, travel planning.
  • DirectBooker - Compare and book hotels. Use case: Hotel search, price comparison, direct booking.
  • Kiwi.com - Flight search with multi-city and self-transfer routing. Use case: Complex itinerary building, budget flight discovery, multi-carrier route planning.
  • lastminute.com - Last-minute travel deals for flights and hotels. Use case: Spontaneous trip planning, discounted flight and hotel packages.
  • TomTom Maps - Maps, routing, and traffic. Use case: Route planning, real-time traffic data, geocoding, map visualization.
  • Tripadvisor - Hotel discovery powered by traveler reviews. Use case: Review-driven hotel selection, restaurant and attraction discovery, trip planning research.
  • Trivago - Hotel price comparison across booking platforms. Use case: Finding the best hotel rates, comparing properties, travel planning.
  • Uber - Ride pricing and ETA estimates for any ride option. Use case: Comparing ride options, trip cost estimation, transportation planning.
  • Viator - Tours, activities, and travel experiences worldwide. Use case: Booking travel experiences, day tours, multi-day itineraries, attraction tickets.
  • Wyndham - Discover Wyndham hotels. Use case: Wyndham property search, loyalty program management, hotel booking.

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To the extent possible under law, Ralph Martello has waived all copyright and related or neighboring rights to this work.

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