No-code automation platform from San Francisco with AI agents that work autonomously across 9,000+ apps, including HR workflows.
Best MCP servers for business (October 2026)
This category covers servers for the Model Context Protocol, the open standard that lets AI assistants such as Claude, ChatGPT, Cursor or Copilot connect to other software.
How results are ranked: How we review
Results
MCP server and API from Upstash that give AI coding assistants current, version-specific library documentation and code examples.
Managed MCP gateway that connects AI agents to 1,500+ apps with handled OAuth, a free tier and usage-based pricing.
Official Atlassian-hosted MCP server for Jira, Confluence, Jira Service Management, Bitbucket, Compass and Loom.
GitHub's official MCP server that lets AI assistants read and act on repositories, issues, pull requests and Actions.
Open-source MCP server from Google that connects AI agents to Google Cloud databases and many other databases.
Official MCP server for MongoDB databases and Atlas clusters with query, schema and administration tools.
Notion-hosted MCP server that lets AI assistants search, read, create and update content in a Notion workspace.
Microsoft MCP server that lets AI agents control browsers through the accessibility tree instead of screenshots.
Free, open-source prompt library, formerly Awesome ChatGPT Prompts, available as a website, MCP server or self-hosted company library.
Qdrant's official MCP server that gives AI assistants a semantic memory based on the Qdrant vector database.
Sentry's official MCP server that lets coding assistants query errors, issues and traces and use Seer analysis.
Open-source MCP toolkit from Oraios AI that gives coding agents semantic code retrieval and symbol-level editing.
Supabase's official MCP server that lets AI assistants query tables, apply migrations, deploy Edge Functions and read logs.
Community MCP server for Jira and Confluence that supports Server and Data Center installations as well as Cloud.

Hourtick
Vendor verifiedTime tracking app with tasks and team chat in which AI agents can be given work and log their own time, free for unlimited people.
How to choose MCP servers for business (October 2026)
This category covers servers for the Model Context Protocol, the open standard that lets AI assistants such as Claude, ChatGPT, Cursor or Copilot connect to other software. It is split into five areas: official servers maintained by the vendor of the connected app, community servers built by independent developers, office and productivity apps such as Notion, Jira or Confluence, developer and cloud tools such as GitHub or error monitoring, and databases and data sources.
An MCP server does not contain its own AI model. It exposes tools that an assistant can call, for example searching issues, reading a page, running a database query or clicking through a web page. The AI in the connected assistant decides which tool to use, fills in the parameters and works with the result. Some servers are hosted by the vendor and connect through OAuth, others run locally as a small process or in a container with an access token.
Every tool call acts with the permissions of the connected account, and the data returned is passed to the model provider of your AI client. Before connecting a server, check whether it is maintained by the vendor or by the community, whether it offers a read-only mode or fine-grained tool selection, and how credentials are stored. Define which assistants are approved for which data, keep manual approval for write actions and review connections regularly.
Questions about MCP servers for business (October 2026)
What is an MCP server?
It is a connector that follows the Model Context Protocol and exposes tools of an application, such as search or create functions, to AI assistants. The assistant calls these tools during a conversation and works with the results.
Should I prefer official or community servers?
Official servers are maintained by the vendor of the connected app and often hosted with OAuth. Community servers can cover gaps, such as self-managed installations, but come without vendor support, so review their code and maintenance activity.
Is it safe to connect an MCP server to company data?
It can be, with safeguards: use accounts with minimal rights, enable read-only mode where available, keep manual approval for write actions and check which model provider receives the returned data.
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