Official
The official MathWorks MCP server: the agent starts and quits MATLAB, writes and runs code, and checks it for errors and style
MCP servers for AI agents
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. This section lists servers with their transport, auth method and environment variables, an install command and an access level with its reasons.
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Official
The docker mcp CLI plugin and gateway: MCP servers from Docker's catalog in isolated containers behind one connection point
Kubernetes MCP
MCP Server Kubernetes
MCP server for managing a Kubernetes cluster through kubectl and Helm, with a non-destructive mode
Official
HashiCorp's official MCP server for the Terraform Registry and HCP Terraform: providers, modules, policies and workspaces
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Brave's official MCP server: web, news, image, video and place search plus extracted page content for model context
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A local Microsoft MCP server for Power BI semantic models: an agent creates tables, DAX measures and relationships in Desktop, Fabric and PBIP files
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Official MongoDB MCP server: queries and aggregations, index management, Atlas clusters and local deployments
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Atlassian's official cloud MCP server for Jira, Confluence, Jira Service Management, Bitbucket, Compass and Loom, with skills
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Alpaca's official MCP server: orders for stocks, ETFs, crypto and options, position management and market data in plain language
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Official Cloudflare MCP server: the agent drives the whole Cloudflare API by searching the spec and running code
Sentry's official MCP server: search issues, inspect events and traces and analyze root causes from a coding agent
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Google Cloud MCP servers: gcloud commands, logs and metrics, Cloud Storage and Backup and DR
Russian stack
Official ClickHouse MCP server: the agent lists databases and tables and runs SQL, read-only by default
Jina AI MCP
Jina AI Remote MCP Server
Jina AI's official remote MCP server: pages to Markdown, web search, arXiv, reranking and embeddings
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Connects an agent to a running Next.js 16+ dev server: errors, routes, logs and docs for your installed version
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SonarSource's official MCP server: quality and security issues, quality gates and code analysis from SonarQube Server and Cloud
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Neon's official remote MCP server: projects, branches, SQL queries and Postgres migrations from your agent
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Redis's official MCP server: strings, hashes, streams, JSON and vector search from your agent
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Official Google MCP servers for SecOps, SOAR, Threat Intelligence and Security Command Center, plus a Gemini CLI extension for alert triage
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An MCP server from Mozilla: an agent drives Firefox through WebDriver BiDi, reads the console and network, takes page snapshots and profiles loading
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Salesforce's official DX MCP server: work with orgs, metadata, data, users and Apex tests from your agent
Hugging Face MCP Server
Hugging Face Official MCP Server
Hugging Face's official MCP server: Hub search and Gradio apps from Spaces as agent tools
Official
Yandex Cloud's official MCP server set: documentation, search, app deployment, serverless functions, containers and a data catalog
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Datadog's official managed MCP server: logs, metrics, traces and incidents right in your agent
Frequently asked questions
What is an MCP server?
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. The agent calls its tools while it works.
How do I connect an MCP server to an agent?
The entry lists how to run it (npx, uvx, docker or a remote URL) and the environment variables. A config snippet goes into the agent settings.
Do I need a key or a paid account?
It depends on the server. Each entry states the auth method and requirements, including paid accounts, in the limitations block.