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MCP server directory

Model Context Protocol · standardized access to tools and data sources

Built for evaluation and rollout: browse official reference / community / commercial servers—72 entries, each with install commands and typical scenarios. The matrix below summarizes how Claude Desktop, Claude Code, Cursor, and Windsurf usually handle stdio, remote, and OAuth-style tools (as of 2026-05; defer to vendor docs).

Official reference 17Community 43Commercial 12

Why MCP deserves deep coverage

MCP turns “what tools can the model call?” from IDE-specific wiring into an open protocol: the same server can plug into Claude, Cursor, Windsurf, and more. Teams care about what to install, how to install it, and which tasks it fits, plus whether a client supports stdio, remote transports, or OAuth-style flows.

Official registry & discovery:MCP Registry

Host client capability matrix

MCP host client capability matrix
ClientNotesstdio / local subprocessRemote SSE / HTTPOAuth-style sign-in tools
Claude DesktopAnthropic desktop client; configure local stdio subprocesses via `claude_desktop_config.json`.Supported (primary)Remote MCP / SSE follows official documentationSome connectors support OAuth (depends on the MCP)
Claude CodeTerminal agent; manage MCP servers with commands such as `claude mcp add`.SupportedRemote capabilities expand with releasesMatches product remote-MCP policies
CursorIDE Settings → MCP; declare commands and env vars in JSON.SupportedSee Cursor release notes (URL-style transport improving over time)Depends on the specific server implementation
WindsurfCascade MCP; workspace or global configuration.SupportedSee Codeium/Windsurf documentationDepends on the specific server implementation

Capabilities change quickly; if this table disagrees with official docs, defer to Claude / Cursor / Windsurf / Codeium release notes.

Server list

Showing 72 / 72

  • FilesystemOfficial reference

    Read and write files within allowed paths—suited for local codebases and document batch workflows.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-filesystem /path/to/project

    Use cases

    • Inspect source before batch refactors
    • Generate or update configuration files
    • Export reports inside a sandbox directory
    DetailsRepository
  • MemoryOfficial reference

    Persistent memory backed by a knowledge graph—keeps entities and relationships across sessions.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-memory

    Use cases

    • Long-running project context
    • Customer and domain terminology glossaries
    • Task state spanning conversations
    DetailsRepository
  • GitHubOfficial reference

    Work with repositories, issues, and PRs; requires a PAT. (Original reference impl moved to servers-archived; the npm package remains widely used in examples.)

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-github

    Use cases

    • Search PR discussions
    • Draft new issues
    • Summarize differences between branches
    DetailsRepository
  • GitLabOfficial reference

    Query and lightly operate GitLab projects, merge requests, and CI pipelines. (Reference impl archived.)

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-gitlab

    Use cases

    • MR review summaries
    • Locate failing pipeline logs
    • Sync milestones with issues
    DetailsRepository
  • GitOfficial reference

    Safe, read-focused local Git operations—status, log, diff, blame, etc. (Python reference impl; uvx recommended.)

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    uvx mcp-server-git

    Use cases

    • Pre-commit change summaries
    • Trace which revision introduced a line
    • Explain branching strategy
    DetailsRepository
  • Brave SearchCommercial

    Brave-maintained search MCP (reference impl relocated from the main MCP repos). Requires a Brave Search API key.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @brave/brave-search-mcp-server

    Use cases

    • Verify runtime and library versions
    • Compare competitor features
    • Scan news or policy headlines
    DetailsRepository
  • FetchOfficial reference

    HTTP requests to fetch HTML or JSON APIs (watch SSRF and compliance boundaries).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-fetch

    Use cases

    • Pull OpenAPI specs
    • Monitor public status pages
    • Scrape documentation site outlines
    DetailsRepository
  • PuppeteerOfficial reference

    Headless browser screenshots plus DOM and accessibility trees. (Reference impl archived; consider Playwright for production.)

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    npx -y @modelcontextprotocol/server-puppeteer

    Use cases

    • Capture SPA screenshots
    • Frontend visual regression comparisons
    • Capture public pages before login walls
    DetailsRepository
  • EverythingOfficial reference

    Demo server covering multiple tool types—useful for learning the MCP protocol.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-everything

    Use cases

    • Debug MCP clients locally
    • Experiment with protocol behavior
    • Teaching demos
    DetailsRepository
  • Sequential ThinkingOfficial reference

    Guides stepwise reasoning with explicit hypotheses and checks—good for complex decision trees.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-sequential-thinking

    Use cases

    • Architecture trade-off writeups
    • Root-cause analysis
    • Scheduling under multiple constraints
    DetailsRepository
  • TimeOfficial reference

    Time zone conversion and current-time queries to reduce model “time hallucination.”

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-time

    Use cases

    • Convert schedules across zones
    • Align log timestamps
    • Explain release windows
    DetailsRepository
  • PostgreSQLOfficial reference

    Read-only or controlled SQL plus schema introspection (tighten permissions; reference impl archived).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-postgres postgresql://user:pass@localhost/db

    Use cases

    • Generate data dictionaries
    • Assist slow-query attribution
    • Confirm report field definitions
    DetailsRepository
  • SQLiteOfficial reference

    Query local SQLite files—handy for single-file analytics and embedded scenarios. (Reference impl archived.)

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-sqlite /path/to/db.sqlite

    Use cases

    • Analyze mobile on-device databases
    • Inspect test fixture databases
    • Explore offline datasets
    DetailsRepository
  • SlackCommunity

    Search and post channel messages—successor implementation maintained by Zencoder (original MCP reference server archived).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @zencoderai/slack-mcp-server

    Use cases

    • Summarize on-call channels
    • Archive customer-support threads
    • Draft release announcements
    DetailsRepository
  • Google MapsOfficial reference

    Geocoding, routing, and place lookup (requires a Maps API key; reference impl archived).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-google-maps

    Use cases

    • Compute distances to storefronts
    • Estimate commute times
    • Find POIs around event venues
    DetailsRepository
  • SentryOfficial reference

    Query error events, releases, and grouped issues. (Reference impl archived.)

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-sentry

    Use cases

    • Explain production error clusters
    • Compare releases
    • Gather context before assigning owners
    DetailsRepository
  • RedisOfficial reference

    Key scan, TTL, type inspection, and read-oriented commands (use read-only creds in production; reference impl archived).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @modelcontextprotocol/server-redis redis://localhost:6379

    Use cases

    • Review cache key naming
    • Debug session data
    • Describe queue backlogs
    DetailsRepository
  • Kubernetes / OpenShiftCommunity

    Maintained under CNCF containers: read-oriented cluster ops tools (supports npx and uvx).

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    npx kubernetes-mcp-server@latest

    Use cases

    • Trace why a Pod will not start
    • Explain HPA behavior
    • Unified troubleshooting for OpenShift and Kubernetes
    DetailsRepository
  • AWS KB RetrievalOfficial reference

    Retrieve enterprise knowledge snippets from Amazon Bedrock Knowledge Bases. (Reference impl archived.)

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    npx -y @modelcontextprotocol/server-aws-kb-retrieval

    Use cases

    • Internal policy Q&A
    • Product-manual RAG
    • Locate compliance clauses
    DetailsRepository
  • Google DriveOfficial reference

    List and read Google Drive documents (OAuth). (Reference impl archived.)

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    npx -y @modelcontextprotocol/server-gdrive

    Use cases

    • Sync requirements docs
    • Search meeting notes
    • Shared spreadsheet metadata
    DetailsRepository
  • Playwright (community)Community

    Browser automation and E2E assistance built on Playwright.

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    npx -y @executeautomation/playwright-mcp-server

    Use cases

    • Probe E2E selectors
    • Screenshots across browsers
    • Replay form fills
    DetailsRepository
  • DockerCommunity

    Manage containers, images, and Compose stacks for ops and troubleshooting (Python package; uvx recommended).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    uvx mcp-server-docker

    Use cases

    • Local stack health checks
    • Explain image layer sizes
    • Debug port conflicts
    DetailsRepository
  • Context7Community

    Injects up-to-date library documentation snippets to reduce stale training-data hallucinations.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @upstash/context7-mcp

    Use cases

    • New major-version APIs
    • Framework migration guides
    • Verify signatures for niche packages
    DetailsRepository
  • SupabaseCommunity

    Assist with projects, tables, RLS, and Edge Functions.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @supabase/mcp-server-supabase@latest

    Use cases

    • Review RLS policies
    • Draft migration SQL
    • Discuss realtime subscription design
    DetailsRepository
  • LinearCommunity

    Query issues, projects, cycles, and team workflows.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @linear/mcp-server-linear

    Use cases

    • Sprint scope summaries
    • Blocked dependency chains
    • Draft release notes
    DetailsRepository
  • NotionCommunity

    Search pages and databases; read and write content blocks (integration token).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @notionhq/notion-mcp-server

    Use cases

    • Sync PRDs
    • Structure meeting notes
    • Cross-link knowledge-base pages
    DetailsRepository
  • Figma (desktop)Community

    Expose design context through Figma Desktop (requires the local app).

    C.Code LimitedC.Desk LimitedCursor LimitedWind Limited

    Install

    See Figma Dev Mode MCP docs (enable in the desktop app)

    Use cases

    • Align on component specs
    • Sync design tokens
    • Explain slices and spacing
    DetailsRepository
  • MySQLCommunity

    Read-only SQL and schema browsing (many community implementations—prefer well-starred repos).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @f4ww4z/mcp-mysql-server

    Use cases

    • Document legacy table layouts
    • Explain stored procedures
    • Discuss index recommendations
    DetailsRepository
  • MongoDBCommunity

    Assist with collections, indexes, and aggregation pipelines (read-only accounts).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y mongodb-mcp-server

    Use cases

    • Debug aggregations
    • Discuss shard keys
    • Explain schema evolution
    DetailsRepository
  • ElasticsearchCommunity

    Read-only inspection of index mappings, search DSL, and cluster health.

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    uvx mcp-server-elasticsearch  # or see each fork’s README

    Use cases

    • Debug mapping conflicts
    • Explain query performance
    • Review index templates for logs
    DetailsRepository
  • GitHub Actions insightsCommunity

    Community extensions around Actions runs and workflow YAML (multiple implementations coexist).

    C.Code stdioC.Desk stdioCursor stdioWind TBD

    Install

    Search GitHub for "mcp-server-github-actions" and pick an actively maintained repository

    Use cases

    • Summarize failed job logs
    • Explain matrix strategies
    • Suggest reusable workflows
    DetailsRepository
  • Home AssistantCommunity

    Assist with smart-home entity state and automation YAML.

    C.Code LimitedC.Desk stdioCursor stdioWind Limited

    Install

    pip install ha-mcp-server && ha-mcp-server  # per your chosen fork

    Use cases

    • Troubleshoot automations
    • Interpret energy curves
    • Plan device renames
    DetailsRepository
  • ObsidianCommunity

    Local vault notes—links, tags, and full-text search.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y obsidian-mcp-server

    Use cases

    • Personal knowledge graphs
    • Chain meeting notes
    • Unify tag taxonomies
    DetailsRepository
  • DiscordCommunity

    Bot-based channel history and messaging (minimize granted permissions).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @antvirf/discord-mcp-server

    Use cases

    • Summarize community FAQs
    • Archive ticket channels
    • Draft event announcements
    DetailsRepository
  • TelegramCommunity

    Bot API wrapper for fetching and sending messages.

    C.Code LimitedC.Desk stdioCursor stdioWind Limited

    Install

    uvx mcp-server-telegram  # per README

    Use cases

    • Summarize ops alerts
    • Assist customer-service bots
    • Monitor channel subscriptions
    DetailsRepository
  • X (Twitter) readCommunity

    Read-only timelines and posts (respect platform terms and API tiers).

    C.Code LimitedC.Desk LimitedCursor LimitedWind TBD

    Install

    Search GitHub for "twitter mcp server" and pick a compliant implementation

    Use cases

    • Rapid sentiment scans
    • Track competitor accounts
    • Collect takes from technical influencers
    DetailsRepository
  • Open-Meteo / WeatherCommunity

    API-key-free forecasts and historical weather (community wrappers).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @mcp-sdk/server-weather  # or use an Open-Meteo MCP fork

    Use cases

    • Plan outdoor events
    • Weather factors in logistics delays
    • Rough energy-load estimates
    DetailsRepository
  • arXivCommunity

    Search preprints and abstracts for research assistance.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    uvx mcp-server-arxiv

    Use cases

    • Kick off literature reviews
    • Benchmark methods sections
    • Expand citation networks
    DetailsRepository
  • PodmanCommunity

    Manage local or remote Podman containers and images (often paired with the Kubernetes MCP).

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    See https://github.com/manusa/podman-mcp-server README (often via container or local binary)

    Use cases

    • Debug rootless containers
    • Local iteration with OpenShift
    • Interpret image build logs
    DetailsRepository
  • Perplexity SearchCommunity

    Web QA search with citations (requires Perplexity API; package name depends on your chosen open-source wrapper README).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    Search npm or GitHub for "perplexity mcp server" and pick an actively maintained implementation

    Use cases

    • Trace citations for technical decisions
    • Verify news claims
    • Multi-source comparison briefs
    DetailsRepository
  • TavilyCommunity

    MCP adapter for Tavily’s LLM-oriented search and extraction APIs.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y tavily-mcp

    Use cases

    • Deep-research agents
    • Structured extraction from competitor sites
    • News digests
    DetailsRepository
  • ExaCommunity

    Semantic search and page content retrieval (commercial API).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y exa-mcp-server

    Use cases

    • Find similar papers or blogs
    • Locate a company’s public tech-stack page
    • Discover docs for niche libraries
    DetailsRepository
  • FirecrawlCommunity

    Site-wide crawling and Markdown conversion—useful for site-scale context.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y firecrawl-mcp

    Use cases

    • Mirror doc sites into vector stores
    • Inventory features across a competitor site
    • Content audits before migrations
    DetailsRepository
  • BrowserbaseCommunity

    Cloud headless browser sessions for CI and shared team environments.

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    npx -y @browserbasehq/mcp-server-browserbase

    Use cases

    • Reproduce bugs in the cloud
    • Screenshot pipelines without a local GUI
    • Multi-region access tests
    DetailsRepository
  • Azure DevOpsCommunity

    Query repos, pipelines, and boards; sync status updates.

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    Search GitHub for "azure devops mcp" for Microsoft- or community-maintained builds

    Use cases

    • Link PRs with work items
    • Explain pipeline parameters
    • Look up artifact paths
    DetailsRepository
  • Jira CloudCommunity

    Assist with issues, sprints, board columns, and JQL (many community implementations; no single canonical npm name).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    Search GitHub for "jira mcp server" or filter the MCP Registry for Atlassian-related entries

    Use cases

    • Map dependencies across projects
    • Release-train scope
    • Clustered bug reports
    DetailsRepository
  • ConfluenceCommunity

    Search spaces and page trees; export page bodies as model context.

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    Search GitHub for "confluence mcp server"

    Use cases

    • Locate runbooks
    • Mine decision records
    • Outline onboarding for new hires
    DetailsRepository
  • PulumiCommunity

    Explain infrastructure state and preview diffs (community).

    C.Code LimitedC.Desk LimitedCursor LimitedWind TBD

    Install

    pulumi mcp serve  # per Pulumi docs

    Use cases

    • Assess impact of IaC changes
    • Explain stack outputs
    • Review policy-as-code
    DetailsRepository
  • Terraform / OpenTofuCommunity

    Interpret plan output and narrate module dependency graphs.

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    Search GitHub for "terraform mcp server"

    Use cases

    • Discuss state drift
    • Assess risks when upgrading modules
    • Explain multi-environment workspaces
    DetailsRepository
  • CloudflareCommunity

    Read-only or management helpers for Workers, KV, R2, DNS, and more (multiple implementations).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @cloudflare/mcp-server-cloudflare

    Use cases

    • Edge function logs
    • Explain cache rules
    • Check DNS cutovers
    DetailsRepository
  • VercelCommunity

    Deployments, domains, and serverless function logs.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @vercel/mcp-server

    Use cases

    • Preview-environment diffs
    • Attribute build failures
    • Explain Edge Config
    DetailsRepository
  • NetlifyCommunity

    Site builds, deploy history, and form submissions.

    C.Code LimitedC.Desk stdioCursor stdioWind Limited

    Install

    Search GitHub for "netlify mcp"

    Use cases

    • Suggest rollbacks for static sites
    • Discuss serverless cold starts
    • Split build caches
    DetailsRepository
  • Sentry (alt integrations)Community

    Community enhancements alongside official server-sentry (custom queries, etc.).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    Prefer official @modelcontextprotocol/server-sentry

    Use cases

    • Custom Discover queries
    • Switch between organizations
    DetailsRepository
  • PrometheusCommunity

    Read-only PromQL and scrape-target status queries.

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    Search GitHub for "prometheus mcp server"

    Use cases

    • Explain SLO burn rates
    • Review recording rules
    • Summarize alert storms
    DetailsRepository
  • GrafanaCommunity

    Retrieve dashboards, panels, and datasource metadata.

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    Search GitHub for "grafana mcp server"

    Use cases

    • Plan dashboard migrations
    • Explain variables and templates
    • Review alert channels
    DetailsRepository
  • OpenAPI / SwaggerCommunity

    Generate endpoint descriptions and example requests from openapi.json.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @openapi-mcp/server

    Use cases

    • Draft SDKs
    • Brainstorm contract tests
    • Flag deprecated fields
    DetailsRepository
  • PostmanCommunity

    MCP wrappers around exported collections and environments (multiple implementations).

    C.Code LimitedC.Desk LimitedCursor LimitedWind TBD

    Install

    See Postman MCP / Newman-related community repositories

    Use cases

    • Move collections into code
    • Contrast environment deltas
    • Document mock servers
    DetailsRepository
  • GraphQL introspectionCommunity

    Document schemas for endpoints that allow public introspection.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    Search GitHub for "graphql mcp server"

    Use cases

    • Recommend field pruning on the frontend
    • Discuss N+1 risks
    • Explain federation subgraph boundaries
    DetailsRepository
  • SQLAlchemy / ORM helperCommunity

    Assist with models and migration scripts inside Python projects (community).

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    uvx mcp-sqlalchemy  # exact package name may vary

    Use cases

    • Review Alembic migrations
    • Relationship loading strategies
    • Map slow queries to ORM calls
    DetailsRepository
  • RailwayCommunity

    Read-only views of deployments, variables, and usage (community).

    C.Code LimitedC.Desk stdioCursor stdioWind Limited

    Install

    Search GitHub for "railway mcp"

    Use cases

    • Control costs on hobby projects
    • Discover inter-service URLs
    • Analyze build-cache hits
    DetailsRepository
  • Fly.ioCommunity

    Query Machines, volumes, and region placement.

    C.Code LimitedC.Desk stdioCursor stdioWind Limited

    Install

    Search GitHub for "fly.io mcp"

    Use cases

    • Latency across global regions
    • Plan volume scaling
    • Describe private-network topology
    DetailsRepository
  • StripeCommercial

    Assist with customers, subscriptions, invoices, and webhook debugging.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y @stripe/mcp-server

    Use cases

    • Explain reconciliation gaps
    • Walk through subscription lifecycle changes
    • Design test-clock scenarios
    DetailsRepository
  • ShopifyCommercial

    Operational tools for products, orders, and store configuration.

    C.Code LimitedC.Desk stdioCursor stdioWind Limited

    Install

    Search Shopify developer docs for "MCP" for official or partner package names

    Use cases

    • Resolve conflicting promos
    • Inventory sync strategies
    • Explain theme JSON templates
    DetailsRepository
  • TwilioCommercial

    Query SMS/voice/Verify resources plus sandbox workflows.

    C.Code LimitedC.Desk stdioCursor stdioWind TBD

    Install

    Search GitHub for "twilio mcp server"

    Use cases

    • Design 2FA flows
    • Troubleshoot delivery issues
    • Review sub-account isolation
    DetailsRepository
  • SnowflakeCommercial

    Snowflake Cortex / external MCP integrations (enterprise features follow official docs).

    C.Code LimitedC.Desk LimitedCursor LimitedWind TBD

    Install

    See Snowflake documentation: Model Context Protocol integration

    Use cases

    • Governed data-lake queries
    • Explain SQL under policy controls
    • Discover secured views
    DetailsRepository
  • DatabricksCommercial

    Lakehouse, notebooks, and Unity Catalog–related MCP (follow official releases).

    C.Code LimitedC.Desk LimitedCursor LimitedWind TBD

    Install

    See Databricks Partner Connect / MCP documentation

    Use cases

    • Explain table lineage
    • Parameterize job templates
    • Compare MLflow experiments
    DetailsRepository
  • MongoDB AtlasCommercial

    Management-oriented capabilities for Atlas clusters, Search indexes, and Vector Search.

    C.Code stdioC.Desk stdioCursor stdioWind stdio

    Install

    npx -y mongodb-mcp-server  # Atlas connection string

    Use cases

    • Tune vector-search thresholds
    • Global Writes topology
    • Plan backup windows
    DetailsRepository
  • AWS DocumentationCommercial

    Retrieve AWS documentation snippets and knowledge-base style answers (many products and versions).

    C.Code stdioC.Desk stdioCursor stdioWind Limited

    Install

    Search AWS documentation or GitHub aws-samples for MCP server

    Use cases

    • Craft least-privilege IAM policies
    • Check service quotas
    • Cross-region replication patterns
    DetailsRepository
  • Google CloudCommercial

    Explain console resources and gcloud output (enterprise / partner MCPs).

    C.Code LimitedC.Desk LimitedCursor LimitedWind TBD

    Install

    See Google Cloud MCP / Gemini Enterprise integration documentation

    Use cases

    • Attribute BigQuery spend
    • Cloud Run scaling policies
    • Review VPC firewall rules
    DetailsRepository
  • Microsoft AzureCommercial

    MCP adapters for Azure Resource Graph, monitoring, and DevOps pipelines.

    C.Code LimitedC.Desk LimitedCursor LimitedWind TBD

    Install

    See Microsoft Foundry / Azure MCP preview documentation

    Use cases

    • Subscription cost lenses
    • Key Vault reference chains
    • Pre-upgrade AKS checklists
    DetailsRepository
  • OpenAI Apps / remote MCPCommercial

    Remote MCP connectors for the ChatGPT / OpenAI ecosystem (capabilities evolve with the product).

    C.Code TBDC.Desk TBDCursor TBDWind TBD

    Install

    See OpenAI developer documentation: Connectors & MCP

    Use cases

    • One-click SaaS access from ChatGPT
    • Corporate data-boundary controls
    • Tool approval workflows
    DetailsRepository
  • Anthropic remote MCPCommercial

    Remote MCP / connector surfaces inside Claude products (follow official changelog).

    C.Code NativeC.Desk NativeCursor TBDWind TBD

    Install

    See the Anthropic console and Claude Help Center

    Use cases

    • Managed enterprise tool catalogs
    • Align audit logs
    • Compliant multi-region deployments
    DetailsRepository

Tutorials & on-site resources

  • Build an MCP server development workflow

    Step-by-step from environment setup to iteration—ideal for your first custom MCP.

    Open

  • What is Model Context Protocol?

    Protocol scope, capabilities, and how it maps to our tools catalog.

    Open

  • FastMCP quick start

    Common TypeScript scaffolds and toolchain patterns.

    Open

  • Playwright MCP

    Browser automation MCP tooling overview.

    Open

Install commands and package names follow each upstream README; archived reference servers may differ in security posture and maintenance status.

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