AUTOMATIONSWITCH
// MCP SERVER DIRECTORY · 54 SERVERS · SYNCED MAY 1

FIND THE RIGHTMCP SERVER.

⋅ K
Try:Skip to index ↓
Share:
// What lives here

An independent, editorially reviewed index of MCP servers.

The Model Context Protocol lets LLM clients call out to servers that expose tools, read files, query databases, hit APIs, or automate your desk. Find the right one and your agent stops guessing and starts shipping.

This directory catalogs every published MCP server we can verify: official Anthropic reference servers, vendor-maintained connectors, and the community long tail. Each entry carries an editorial score, a security read, tool-by-tool notes, and copy-paste install configs for every major client.

We re-review servers weekly. When something ships a breaking change or a questionable permission, the score moves. When it ships something great, we pin it.

FIND SERVERS BY USE CASE

Clients · All
Language · All
Transport · All
Sort · Score ↓
54 results
Editor's PickVendor5Data / Analytics

Firecrawl

Mendable

Web intelligence layer that turns any URL into LLM-optimised markdown. Handles JavaScript rendering, pagination, and structured extraction so your agent reads the live web instead of stale training data.

{ "mcpServers": { "firecrawl": { "command": "npx", "args": ["firecrawl-mcp"], "env": { "FIRECRAWL_API_KEY": "your-key" } } } }
{ "mcpServers": { "firecrawl": { "command": "npx", "args": ["-y", "firecrawl-mcp"], "env": { "FIRECRAWL_API_KEY": "your-key" } } } }
Claude DesktopClaude CodeCursorVS CodeWindsurfCline
6 Tools3,200🔒 Auth
Official5

GitHub

GitHub

Codebase awareness layer for accessing repositories, pull requests, issues, code search, and GitHub Actions. Fine-grained PAT scopes keep access minimal.

npx @modelcontextprotocol/server-github
24 Tools18,000🔒 Auth
Vendor5

Supabase

Supabase

Persistence layer with full Postgres access and Row Level Security awareness. Query tables, manage schemas, handle auth users, and work with storage buckets.

npx @supabase/mcp-server-supabase
18 Tools4,200🔒 Auth
Official5

Filesystem

Anthropic

Local file access with scoped read and write permissions to configured directories. Path allow-listing enforced at the protocol layer. The safe default for local file operations.

npx @modelcontextprotocol/server-filesystem /path/to/allowed/dir
7 Tools2,100
Official5

Postgres MCP

Anthropic

Official MCP server for PostgreSQL. Provides read and write access to PostgreSQL databases with schema introspection, query execution, and transaction support. The reference implementation for database MCP servers.

npx -y @modelcontextprotocol/server-postgres
14 Tools4,200🔒 Auth
Community4.6

Codebase Memory MCP

DeusData

High-performance code intelligence MCP server for AI coding agents. Indexes a codebase into a queryable knowledge graph in milliseconds, with 14 MCP tools spanning structural search, call-chain tracing, impact analysis, dead-code detection, and Cypher queries. Single static C binary, 66 languages via tree-sitter, zero runtime dependencies.

curl -fsSL https://raw.githubusercontent.com/DeusData/codebase-memory-mcp/main/install.sh | bash
9 Tools1,929
Vendor4.5

AWS API MCP Server

AWS Labs

The official AWS Labs catch-all server. Bridges any AWS CLI command to MCP, giving agents universal access to the AWS API surface. Helps the agent select the right CLI command for a task; respects the local AWS credential chain.

uvx awslabs.aws-api-mcp-server@latest
2 Tools8,894🔒 Auth
Vendor4.5

Azure AKS MCP

Microsoft Azure

Official Microsoft Azure MCP server for Azure Kubernetes Service. Workload Identity with federated tokens, three access-level guardrails (readonly, readwrite, admin), and a unified two-tool surface (call_az + call_kubectl). Top commit cadence in this batch (10 commits on main in the last 30 days).

aks-mcp --transport stdio --access-level readonly
6 Tools132🔒 Auth
Vendor4.5

Chrome DevTools for Agents

Google · Chrome DevTools team

Vendor-official Chrome DevTools MCP server from the Chrome DevTools team at Google. Lets agents control and inspect a live Chrome browser for automation, debugging, and performance analysis.

npx -y chrome-devtools-mcp@latest
6 Tools37,543
Vendor4.5

Cloudflare MCP

Cloudflare

Cloudflare's MCP offering: 14 hosted remote MCP servers segmented by product surface (Workers Bindings, Observability, Radar, Browser Rendering, Logpush, AI Gateway, Audit Logs, DNS Analytics, DEX, CASB, GraphQL, Docs, Container, Builds) plus a Code Mode server for broader API access. All authenticate via OAuth.

npx mcp-remote https://docs.mcp.cloudflare.com/mcp
0 Tools3,665🔒 Auth
Community4.5

Excel MCP Server

Haris Musa

Manipulate Excel files locally or remotely with zero Microsoft Excel installation required. Three transport modes (stdio, SSE deprecated, Streamable HTTP recommended) and full coverage of formulas, formatting, charts, pivot tables, and conditional formatting. 3,767 stars.

uvx excel-mcp-server stdio
8 Tools3,767
Community4.5

Framelink MCP for Figma

Framelink (Glips)

The leading design-to-code MCP server. Bridges the Figma API to MCP clients, simplifying the API response to keep only layout and styling information so the model gets useful context with the agent's context budget kept tight. Specifically tuned for Cursor; works with any MCP client.

npx -y figma-developer-mcp --figma-api-key=YOUR-KEY --stdio
4 Tools14,550🔒 Auth
Community4.5

Google Workspace MCP

Taylor Wilsdon

Most feature-complete Google Workspace MCP available. One server covers Gmail, Calendar, Drive, Docs, Sheets, Slides, Forms, Tasks, Contacts, Apps Script, Chat, and Custom Search. OAuth 2.1 multi-user support, stateless mode, and an MIT license with no CLA.

uvx workspace-mcp
12 Tools2,233🔒 Auth
Vendor4.5

Grafana MCP Server

Grafana Labs

Vendor-official Grafana MCP server from Grafana Labs. Covers dashboards (search, get, summary, JSONPath extraction, patch), datasources (Prometheus, Loki, ClickHouse, CloudWatch, Elasticsearch), and direct query execution (PromQL, LogQL, InfluxQL/Flux, ClickHouse SQL).

uvx mcp-grafana
8 Tools2,929🔒 Auth
Community4.5

Kubernetes MCP Server

containers/ org (Red Hat-adjacent)

Native Go MCP server for Kubernetes and OpenShift from the containers/ org. Talks directly to the Kubernetes API server, supports Helm and Tekton, ships with OpenTelemetry observability built in. Distributed as a single native binary plus npm and PyPI packages.

npx -y kubernetes-mcp-server@latest
6 Tools1,502🔒 Auth
Vendor4.5

OpenSpec

Fission-AI

The leading spec-driven development workflow for AI agents. Implements the /opsx:propose → /opsx:apply → /opsx:archive cycle that scaffolds proposals, specs, design docs, and task checklists, then applies them and archives once shipped.

npm install -g @fission-ai/openspec@latest
7 Tools43,650
Vendor4.5

Qdrant MCP Server

Qdrant

Official Qdrant vector database MCP server. Acts as a semantic memory layer on top of Qdrant: store information with metadata, retrieve via similarity search. Two tools, very small surface area, exceptionally maintained by the Qdrant team. Configurable embedding provider (fastembed default), supports remote and local Qdrant clusters.

uvx mcp-server-qdrant
2 Tools1,373🔒 Auth
Vendor4.5

Sentry MCP Server

Sentry

Sentry's official MCP service. Runs as remote infrastructure at mcp.sentry.dev and ships a Claude Code plugin that auto-delegates Sentry questions. Designed for human-in-the-loop coding agents working through Sentry errors, traces, and performance data.

npx @sentry/mcp-server@latest --access-token=YOUR_TOKEN
6 Tools671🔒 Auth
Vendor4.5

Terraform MCP Server

HashiCorp

Vendor-official Terraform MCP server from HashiCorp. Integrates with the public Terraform Registry (providers, modules, policies) and HCP Terraform / Terraform Enterprise (workspace management, organisation listing, run management, private registry access).

docker run -i --rm hashicorp/terraform-mcp-server:0.5.2
7 Tools1,346🔒 Auth
Vendor4.3

Argo CD MCP

Argo Project Labs (donated by Akuity)

Argoproj-Labs-blessed Argo CD MCP server, originally donated by Akuity. Both stdio and HTTP-stream transports out of the box, MCP_READ_ONLY mode for production safety, and a tool surface covering the full Argo CD application lifecycle (list/get/sync/delete plus resource-tree traversal and workload logs).

npx argocd-mcp@latest stdio
8 Tools416🔒 Auth
Vendor4.3

ElevenLabs MCP

ElevenLabs

Official ElevenLabs MCP server. Wraps the full ElevenLabs API surface: text-to-speech, voice cloning, speech-to-text, dubbing, sound effect generation, audio isolation, voice design. MIT-licensed, distributed via PyPI as elevenlabs-mcp. Free tier with 10,000 credits per month.

uvx elevenlabs-mcp
7 Tools1,333🔒 Auth
Community4.3

Obsidian MCP Server

cyanheads

Obsidian vault MCP server with read, write, search, and surgical edit tools via the Local REST API plugin. 14 tools, three search modes (text, Dataview DQL, JSONLogic), STDIO and Streamable HTTP transports.

npx -y obsidian-mcp-server
7 Tools481🔒 Auth
Community4.3

mcp-server-kubernetes (Flux159)

Flux159 (community)

Community-favourite TypeScript Kubernetes MCP. Uses local kubectl plus Helm v3, distributed via npm, and ships as an mcpb extension for one-click Claude Desktop install. Mature 3.x release stream with consistent monthly cadence.

npx mcp-server-kubernetes
5 Tools1,382🔒 Auth
Vendor4.2

Amazon ECS MCP Server

AWS Labs

Vendor-built ECS MCP server covering the full container deployment lifecycle: containerize, push to ECR, deploy via ECS Express Mode with ALB, troubleshoot. Notable for ALLOW_WRITE and ALLOW_SENSITIVE_DATA environment flags that make read-only mode a configuration default.

uvx awslabs.ecs-mcp-server@latest
8 Tools8,894🔒 Auth
Vendor4.2

Browserbase MCP Server

Browserbase

Vendor-built Browserbase MCP server combining cloud browser automation (Browserbase) with natural-language-to-action mapping (Stagehand). 6 tools: start, end, navigate, act, observe, extract. Available as a hosted endpoint at https://mcp.browserbase.com/mcp (LLM costs covered for Gemini) or self-hostable via @browserbasehq/mcp.

npx mcp-remote https://mcp.browserbase.com/mcp
6 Tools3,295🔒 Auth
Vendor4.2

Excalidraw MCP App

Excalidraw

Vendor-official Excalidraw MCP server that streams hand-drawn diagrams with smooth viewport camera control and interactive fullscreen editing. Uses the MCP Apps extension to render interactive HTML inside the chat window alongside the text response. Available as a hosted endpoint at https://mcp.excalidraw.com or as a local install.

npx mcp-remote https://mcp.excalidraw.com
3 Tools4,217
Community4.2

MCP Atlassian

sooperset

Community-built MCP server for Atlassian products covering Jira and Confluence across both Cloud and Server/Data Center deployments. Supports three authentication paths: API tokens (Cloud), Personal Access Tokens (Server/Data Center), and OAuth 2.0.

uvx mcp-atlassian
8 Tools5,055🔒 Auth
Community4.2

kubectl MCP Server

Rohit Ghumare (CNCF Ambassador)

CNCF Landscape-listed community kubectl MCP server. 253 tools spanning kubectl, Helm, RBAC audit, cost optimisation, network diagnostics, and a 3D cluster topology UI. Multi-distribution via npm, PyPI, Docker Hub, and GHCR.

npx -y kubectl-mcp-server
7 Tools877🔒 Auth
Community4.1

Google Drive MCP

piotr-agier

Google Drive MCP server. Covers Drive plus Docs, Sheets, Slides, and Calendar. OAuth 2.0 with token storage and revocation flows. File revisions tools added in v1.7.0.

npx -y @piotr-agier/google-drive-mcp
8 Tools140🔒 Auth
Vendor4

AWS Infrastructure as Code MCP Server

AWS Labs

AWS Labs server for Infrastructure as Code lifecycle. Validates CloudFormation templates with cfn-lint, checks compliance via cfn-guard against AWS Guard Rules and Control Tower controls, troubleshoots failed deployments with pattern-matched analysis, searches CloudFormation and CDK documentation.

uvx awslabs.aws-iac-mcp-server@latest
7 Tools8,894
Community4

Airtable MCP Server

domdomegg

Schema-aware Airtable MCP server. 9 tools covering base and table discovery, schema introspection at three detail levels, and per-record CRUD. Available as a Claude Desktop Extension via the Extensions browser.

npx -y airtable-mcp-server
9 Tools440🔒 Auth
Vendor4

Amazon EKS MCP Server

AWS Labs

AWS Labs server for Amazon EKS covering cluster creation via CloudFormation, full Kubernetes resource lifecycle, log retrieval, event fetching, and troubleshooting. Read-only and write IAM policies documented separately for scoped credential setup.

uvx awslabs.eks-mcp-server@latest
7 Tools8,894🔒 Auth
Vendor4

Context7

Upstash

Documentation quality layer that fetches current, version-specific library documentation. Resolves library IDs and returns focused doc sections so your agent works with accurate API references.

npx @upstash/context7-mcp
2 Tools8,500
Community4

DuckDuckGo Search MCP

nickclyde

Community-built DuckDuckGo Search MCP server with web search, content fetching, and intelligent text extraction. Built-in rate limiting protects against DuckDuckGo blocking. SafeSearch and region configuration via env vars.

uvx duckduckgo-mcp-server
2 Tools1,043
Vendor4

Infisical MCP

Infisical

Official Infisical MCP server for secrets management. 10 tools cover the full secret lifecycle plus project, environment, folder, and member management. Two authentication methods (machine identity universal-auth and access-token), self-hostable instance support via INFISICAL_HOST_URL.

npx -y @infisical/mcp
10 Tools45🔒 Auth
Community4

MCP Unity Editor

CoderGamester

Community-built Unity Editor MCP bridge. Combines a Unity package (runs inside the editor) with a Node.js MCP server (translates between MCP clients and the editor) to give agents access to scene, GameObject, and component operations.

See README for two-part install: Unity package + Node.js bridge
7 Tools1,626
Vendor4

MindsDB

MindsDB

A federated query engine that exposes 200+ data sources as MCP tools through a unified SQL-compatible interface. Built around a Connect → Unify → Respond workflow with structured tables fused with vectorized data inside Knowledge Bases.

docker run --name mindsdb_container -e MINDSDB_APIS=http,mysql -p 47334:47334 -p 47335:47335 mindsdb/mindsdb:latest
6 Tools39,077🔒 Auth
Vendor4

MongoDB MCP Server

MongoDB Inc.

Vendor-built MongoDB MCP server covering both direct database operations (against any MongoDB connection string) and MongoDB Atlas API operations (via Service Accounts credentials). Ships with --readOnly enabled by default in every official install snippet.

npx -y mongodb-mcp-server@latest --readOnly
8 Tools1,011🔒 Auth
Community4

Neo4j MCP (Labs)

Neo4j Labs

Four Neo4j MCP servers maintained by the Neo4j Field GenAI team as part of Neo4j Labs: cypher (natural-language-to-Cypher with schema introspection), memory (knowledge-graph memory across agent sessions), cloud-aura-api (Aura cloud instance management), and data-modeling (graph data modelling and visualization). Each is a separate installable PyPI package.

uvx mcp-neo4j-cypher@latest
8 Tools940🔒 Auth
Vendor4

Neon MCP

Neon

MCP server for Neon serverless Postgres. Provides database branching, query execution, and project management. Branch-per-query makes every schema change reversible.

npx -y @neondatabase/mcp-server-neon
9 Tools1,800🔒 Auth
Vendor4

Notion

Notion

Knowledge base layer providing read and write access to Notion workspaces. Query databases, create pages, update blocks, and search across your workspace.

npx @notionhq/notion-mcp-server
12 Tools1,800🔒 Auth
Official4

Playwright

Anthropic

Browser interaction layer for navigating pages, clicking elements, filling forms, and taking screenshots. Runs headless Chromium with configurable viewport and user agent.

npx @anthropic/mcp-playwright
11 Tools5,400
Vendor4

Salesforce DX MCP Server

Salesforce

Official Salesforce CLI org MCP server. Beta status with rapid release cadence and Apache-2.0 licensing. Wraps Salesforce DX tooling for LLM access across orgs, metadata, data, and users toolsets.

npx -y @salesforce/mcp --orgs DEFAULT_TARGET_ORG --toolsets orgs,metadata,data,users
5 Tools386🔒 Auth
Official4

Slack

Slack

Team communication layer for reading channels, searching messages, posting updates, and managing threads. Honors Slack rate limits and surfaces ephemeral messages correctly.

npx @modelcontextprotocol/server-slack
9 Tools980🔒 Auth
Vendor4

Stripe

Stripe

Financial intelligence layer for customer lookup, subscription management, payment history, and refund processing. Restricted keys enforce least-privilege access by default.

npx @stripe/mcp --tools=all --api-key=$STRIPE_KEY
14 Tools1,800🔒 Auth
Vendor4

Vercel

Vercel

Deployment layer for managing Vercel projects, deployments, environment variables, and domains. Deploy, promote, rollback, and inspect from your agent context.

npx @vercel/mcp
16 Tools2,400🔒 Auth
Community3.9

Trello MCP Server

delorenj

Trello MCP server with workspace and board discovery, list and card lifecycle, checklist management, and recent activity feed. 9 commits on main in the last 30 days.

npx -y @delorenj/mcp-server-trello
8 Tools322🔒 Auth
Vendor3.8

GKE MCP Server

GoogleCloudPlatform org

Google Kubernetes Engine MCP server in the GoogleCloudPlatform org. Adds GKE-specific tools (cluster management, upgrade risk reports, log queries) plus Gemini CLI extension support. Maintainers explicitly state this is for education and experimentation and is NOT FOR PRODUCTION USE.

go install github.com/GoogleCloudPlatform/gke-mcp@latest
8 Tools147🔒 Auth
Vendor3.8

Pinecone Developer MCP

Pinecone

Official Pinecone MCP for developer workflows. Lets coding assistants search Pinecone documentation, list and configure indexes, generate code informed by index data, and upsert/query records during dev iteration. Apache-2.0, npm-distributed as @pinecone-database/mcp.

npx -y @pinecone-database/mcp
9 Tools65🔒 Auth
Community3.8

Podman MCP Server

Marc Nuri (Red Hat-aligned maintainer)

Multi-runtime MCP for Podman and Docker. Auto-detects runtime: Podman REST API via Unix socket preferred, Docker CLI fallback. Apache-2.0, triple distribution (npm, PyPI, binaries), three transport modes. Maintained by Marc Nuri (also operates containers/kubernetes-mcp-server (1,500 stars, top-ranked Kubernetes MCP in our directory)).

npx -y podman-mcp-server@latest
8 Tools70
Vendor3.8

Trivy MCP

Aqua Security

Official Aqua Security Trivy plugin that turns Trivy scanning capabilities into an MCP server. Distributed as a Trivy plugin: `trivy plugin install mcp`. Three transport modes (stdio, streamable HTTP, SSE), IDE integration for VS Code, Cursor, JetBrains, and Claude Desktop.

trivy plugin install mcp
4 Tools37
Community3.7

Asana MCP Server

roychri

Asana MCP server with 33 tools covering workspaces, projects, tasks, subtasks, dependencies, project status, sections, and stories. READ_ONLY_MODE disables write operations for safety.

npx -y @roychri/mcp-server-asana
8 Tools138🔒 Auth
Vendor3.7

CircleCI MCP Server

CircleCI

Official CircleCI-Public MCP server for build-failure triage, flaky-test detection, and pipeline operations. 17-tool surface, npm + Docker distribution, self-hosted remote MCP option for on-prem CircleCI. Two open Claude Code bugs at time of review (#109, #110) flagged in weaknesses.

npx -y @circleci/mcp-server-circleci@latest
8 Tools84🔒 Auth
Vendor3.7

Okta MCP Server

Okta

Official Okta IAM MCP. Full CRUD on users, groups, applications, and policies via the Okta Python SDK. Two authentication methods (Device Authorization Grant for interactive use, Private Key JWT for server-to-server) and integration with the MCP Elicitation API for confirming destructive operations.

docker-compose up -d # Docker recommended; uv-based path also available
6 Tools31🔒 Auth
+ firecrawl-mcp///+ github-mcp///+ supabase-mcp///+ filesystem-mcp///+ postgres mcp-mcp///+ codebase memory mcp-mcp///+ aws api mcp server-mcp///+ azure aks mcp-mcp///+ firecrawl-mcp///+ github-mcp///+ supabase-mcp///+ filesystem-mcp///+ postgres mcp-mcp///+ codebase memory mcp-mcp///+ aws api mcp server-mcp///+ azure aks mcp-mcp///
// Frequently Asked

QUESTIONS BEFORE
YOU INSTALL.

The short version of everything we get asked about MCP. Deeper dives live in the articles section.

How do I install an MCP server?

Every server card on this page has copy-paste install snippets for Claude Desktop, Cursor, VS Code, Windsurf, and Cline. For most stdio servers, edit your client config file (e.g. ~/Library/Application Support/Claude/claude_desktop_config.json) and restart the client.

Remote servers (SSE, Streamable HTTP) are usually a URL plus an auth token. Cloud-hosted options skip the local install entirely.

What is the difference between stdio, SSE, and Streamable HTTP?

stdio is the default for local servers. The client spawns the server as a subprocess and talks over standard input/output. Fast, simple, and the server runs on your machine.

SSE (Server-Sent Events) and Streamable HTTP are network transports. The server runs anywhere reachable over HTTPS and streams responses back. Use these for team-shared servers, cloud connectors, or anything you prefer to keep off your local machine.

How do you score servers?

Every scored server is tested against a real workflow we would actually run. We look at: tool coverage vs. what the underlying API offers, error handling, documentation quality, install friction, auth story, and security posture. Scores are out of 5.

Scores are living. When a server ships a breaking change, abandons maintenance, or introduces a questionable permission, we re-review.

Is it safe to install a community server?

That depends entirely on the server. stdio servers run with your user permissions and can read files, hit the network, and execute commands. Treat them the way you treat any CLI tool from GitHub: check the source, pin a version, and prefer scoped auth tokens where offered.

Every card flags Requires Auth, Writes to Disk, and Network Egress so you can triage at a glance. Official and vendor-maintained servers receive a tighter security review than community submissions.

Which clients support MCP?

Claude Desktop, Claude Code, Cursor, VS Code (via the MCP extension), Windsurf, Cline, and a growing list of smaller agents. Each card shows a compatibility row indicating which clients the server has been tested against.

How do I submit a server to this directory?

Open a PR against our public server index, or reach out via the submit form on the contact page. We accept editorial submissions only. Every listing is editorially chosen.

Does AutomationSwitch build MCP servers?

Our parent company Scaletific does, specifically for internal APIs, proprietary systems, and infrastructure that falls outside commodity SaaS. AutomationSwitch itself is the editorial and directory side. If the directory covers your use case, install and go. If you need something custom, the Scaletific CTA below is where to start.

// Scaletific

BUILDING A CUSTOM MCP SERVER?

If the directory covers your use case, install and go. If you need a server for your internal APIs or proprietary systems, Scaletific builds custom MCP servers end-to-end.