MCP (Model Context Protocol) servers give AI coding tools structured access to external systems. Instead of pasting screenshots or copying API responses into prompts, your AI agent calls MCP tools directly and gets structured data back.
MCP works with Claude Desktop, Cursor, Windsurf, Claude Code, and any MCP-compatible client. Each server exposes tools that the AI can discover and invoke at runtime.
| Server | What It Does |
|---|---|
| GitHub MCP Server | Browse repos, check PRs, search code, review issues |
| GitLab MCP Server | Access merge requests, pipelines, and project management |
| Bitbucket MCP Server | Atlassian repos, pull requests, and Pipelines access |
| Linear MCP Server | Issue tracking, project status, and sprint management |
| Jira MCP Server | Atlassian issue tracking and project boards |
| Retool MCP Server | Internal tool dashboards, workflows, saved queries, and app configs |
| ngrok MCP Server | Tunnel status, request logs, traffic policies, and edge configs |
| Clerk MCP Server | User signups, sessions, org membership, and webhook logs |
| Replit MCP Server | Repl status, console logs, deployments, and resource usage |
| Gitea MCP Server | Self-hosted repos, issues, pull requests, CI pipelines, and packages |
| Server | What It Does |
|---|---|
| AWS MCP Server | EC2, S3, Lambda, CloudWatch across your AWS account |
| Google Cloud MCP Server | Cloud Run, BigQuery, Cloud Logging, GKE monitoring |
| Kubernetes MCP Server | Pod status, deployments, logs, and cluster health |
| Terraform MCP Server | Infrastructure state, plans, and workspace management |
| Docker MCP Server | Container status, images, and compose management |
| Tailscale MCP Server | Device status, ACL rules, DNS config, and network topology |
| Portainer MCP Server | Container status, stacks, resource usage, and multi-environment management |
| Proxmox MCP Server | VM status, node health, storage pools, task logs, and cluster management |
| Traefik MCP Server | Routes, services, middleware chains, TLS certificates, and entrypoints |
| Synology MCP Server | Storage pools, disk health, Docker containers, backup status, and system logs |
| Home Assistant MCP Server | Device states, automations, energy data, sensor history, and system health |
| Pi-hole MCP Server | DNS query stats, blocked domains, top clients, and block list management |
| Immich MCP Server | Photo search, album metadata, ML pipeline status, and library statistics |
| Paperless-ngx MCP Server | Document search, OCR text, tags, correspondents, and processing queue |
| Unraid MCP Server | Array health, Docker containers, VMs, shares, and system notifications |
| Jellyfin MCP Server | Media library search, active streams, transcoding status, and user management |
| Vaultwarden MCP Server | User status, organization membership, vault diagnostics, and security events |
| Nextcloud MCP Server | File search, calendar events, Talk messages, Deck boards, and storage quota |
| Authentik MCP Server | User sessions, auth flows, OAuth2/SAML providers, groups, and audit events |
| AdGuard Home MCP Server | DNS query stats, blocked domains, client activity, filter lists, and upstream health |
| Audiobookshelf MCP Server | Library search, listening progress, podcast episodes, collections, and user activity |
| Firefly III MCP Server | Transaction search, budget status, account balances, categories, and bill tracking |
| Nginx Proxy Manager MCP Server | Proxy hosts, SSL certificates, redirects, access lists, and stream forwarding |
| Overseerr MCP Server | Media requests, approval status, user quotas, trending titles, and download progress |
| Sonarr MCP Server | Episode queues, missing episodes, series calendar, download progress, and indexer health |
| Radarr MCP Server | Movie queues, wanted movies, quality profiles, release calendar, and download status |
| Prowlarr MCP Server | Indexer health, search across all indexers, sync status, API limits, and failed search diagnostics |
| Tautulli MCP Server | Active streams, watch history, bandwidth monitoring, library stats, and user activity |
| Caddy MCP Server | Routes, TLS certificates, reverse proxy upstreams, metrics, and server configuration |
| Homepage MCP Server | Service widgets, bookmarks, Docker integration, system info, and status monitoring |
| Server | What It Does |
|---|---|
| Datadog MCP Server | Metrics, dashboards, monitors, and APM traces |
| Sentry MCP Server | Error tracking, stack traces, and issue resolution |
| Prometheus MCP Server | Metric queries, alerting rules, and time series data |
| Grafana Loki MCP Server | Log streams, LogQL queries, label cardinality, and alerting rules |
| OpenTelemetry MCP Server | Distributed traces, spans, and service metrics |
| New Relic MCP Server | APM, browser monitoring, and infrastructure metrics |
| PostHog MCP Server | Product analytics, feature flags, funnels, and session replay |
| Power BI MCP Server | Dashboards, reports, datasets, DAX measures, and refresh status |
| Mixpanel MCP Server | Events, funnels, retention curves, cohorts, and experiment results |
| Looker MCP Server | Dashboards, explores, LookML models, reports, and query history |
| Hotjar MCP Server | Heatmaps, session recordings, surveys, NPS scores, and user feedback |
| Uptime Kuma MCP Server | Monitor status, response times, incidents, and heartbeat checks |
| Pendo MCP Server | Feature adoption, in-app guides, NPS scores, paths, and segments |
| Plausible MCP Server | Pageviews, traffic sources, goals, real-time visitors, and locations |
| Server | What It Does |
|---|---|
| PostgreSQL MCP Server | Query execution, schema inspection, and performance |
| MongoDB MCP Server | Collection queries, aggregations, and index management |
| Redis MCP Server | Key inspection, memory stats, and pub/sub monitoring |
| Upstash MCP Server | Serverless Redis keys, Kafka topics, QStash schedules, and usage metrics |
| Snowflake MCP Server | Data warehouse queries and resource monitoring |
| ClickHouse MCP Server | Real-time OLAP queries, cluster health, and system tables |
| Pinecone MCP Server | Vector similarity search, index stats, and namespace management |
| Neon MCP Server | Serverless Postgres branches, queries, and schema inspection |
| Turso MCP Server | Edge SQLite databases, replica sync, and multi-tenant groups |
| Convex MCP Server | Reactive backend tables, function logs, schemas, and real-time sync |
| PlanetScale MCP Server | Serverless MySQL branches, deploy requests, schema diffs, and query insights |
| Appwrite MCP Server | Open-source backend collections, auth users, storage, and function logs |
| Contentful MCP Server | Headless CMS content models, entries, locales, and publishing status |
| Sanity MCP Server | Structured content lake, GROQ queries, document schemas, and datasets |
| Strapi MCP Server | Open-source headless CMS content types, entries, media, and API routes |
| Payload CMS MCP Server | TypeScript-first headless CMS collections, field schemas, access control, and uploads |
| Directus MCP Server | Open-source data platform with REST/GraphQL APIs, collections, roles, and assets |
| Hasura MCP Server | Instant GraphQL over Postgres, table relationships, permissions, and event triggers |
| Ghost MCP Server | Publishing platform posts, member stats, newsletter configs, and tag structures |
| PocketBase MCP Server | Single-binary backend with SQLite collections, auth rules, real-time, and file storage |
| Meilisearch MCP Server | Search indexes, ranking rules, filterable attributes, and indexing task status |
| Algolia MCP Server | Hosted search indexes, query rules, merchandising, analytics, and synonyms |
| Typesense MCP Server | Open-source search collections, schemas, synonyms, geo-search, and vector search |
| Supabase MCP Server | Postgres, auth, storage, and edge functions |
| Airflow MCP Server | DAG runs, task status, pipeline logs, and scheduling |
| dbt MCP Server | Model status, lineage graphs, test failures, and run history |
| Databricks MCP Server | Notebooks, job runs, Unity Catalog, and cluster status |
| n8n MCP Server | Workflow executions, node outputs, error logs, and credential status |
| Make MCP Server | Scenario runs, module outputs, operation counts, and connection health |
| Server | What It Does |
|---|---|
| Slack MCP Server | Channel messages, search, and team communication |
| Notion MCP Server | Pages, databases, and workspace search |
| Confluence MCP Server | Documentation search and page access |
| Google Drive MCP Server | File search, document access, and sharing |
| Microsoft Teams MCP Server | Chat, channels, and meeting context |
| SendGrid MCP Server | Delivery stats, bounces, templates, and sender reputation |
| Resend MCP Server | Email delivery data, bounce logs, domain health, and API analytics |
| Canva MCP Server | Designs, brand assets, templates, folders, and export URLs |
| Miro MCP Server | Boards, sticky notes, diagrams, frames, and project content |
| Loom MCP Server | Video transcripts, view analytics, comments, and team libraries |
| Telegram MCP Server | Bot messages, channel stats, group activity, and webhook data |
| beehiiv MCP Server | Subscriber growth, open rates, revenue metrics, and referral data |
| Framer MCP Server | Page structure, CMS collections, site analytics, and component data |
| Server | What It Does |
|---|---|
| WooCommerce MCP Server | Orders, products, inventory, coupons, and store settings |
| Shopify MCP Server | Orders, products, analytics, and customer data |
| Stripe MCP Server | Payments, subscriptions, invoices, and customer billing |
| HubSpot MCP Server | CRM contacts, deals, pipelines, and marketing data |
| Zoho MCP Server | CRM deals, Books invoices, Projects tasks, and Desk tickets across 40+ apps |
| Apollo MCP Server | Sales intelligence, contact search, lead enrichment, and sequence analytics |
| Xero MCP Server | Invoices, bank reconciliation, contacts, and financial reports |
| DocuSign MCP Server | Envelope status, signer tracking, templates, and audit trails |
| Klaviyo MCP Server | Campaign metrics, flow performance, segments, and subscriber data |
| BigCommerce MCP Server | Orders, products, inventory, customers, and multi-channel analytics |
| Square MCP Server | Transactions, POS sales, inventory, customers, and appointment bookings |
| FreshBooks MCP Server | Invoices, expenses, time entries, clients, and financial reports |
| Squarespace MCP Server | Orders, analytics, page content, inventory, and scheduling data |
| Chargebee MCP Server | Subscriptions, invoices, revenue recognition, dunning, and hosted checkout |
| Gong MCP Server | Call transcripts, deal intelligence, pipeline health, and coaching scores |
| Attio MCP Server | Contacts, deals, relationship intelligence, and custom objects |
| Server | What It Does |
|---|---|
| GitHub Actions MCP Server | Workflow runs, job status, and build logs |
| Jenkins MCP Server | Build status, pipeline monitoring, and job history |
| Vercel MCP Server | Deployment status, logs, and project configuration |
| ArgoCD MCP Server | GitOps sync status and application health |
| CircleCI MCP Server | Pipeline monitoring and build insights |
| Railway MCP Server | Deployments, service logs, environment variables, and usage metrics |
| Fly.io MCP Server | App status, machine logs, volumes, and deployment metrics |
| Render MCP Server | Service status, deploy logs, databases, and environment groups |
| DigitalOcean MCP Server | Droplet status, app logs, managed databases, and billing |
| Heroku MCP Server | Dyno status, release logs, add-on metrics, and pipeline promotions |
| Cloud Run MCP Server | Service revisions, traffic splits, request logs, and scaling metrics |
| Coolify MCP Server | Deployment status, build logs, server resources, and service health |
Three main approaches:
DataFaucet works for any tool with a web UI, including internal dashboards, admin panels, and systems without public APIs.
claude mcp add my-server https://your-mcp-server-url/sseAdd to .cursor/mcp.json:
{
"mcpServers": {
"my-server": { "url": "https://your-mcp-server-url/sse" }
}
}Add to MCP settings in the Windsurf configuration panel.
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Related: How to Create an MCP Server, What is MCP?, MCP Server Examples
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