MCP integrations, tool by tool
Every integration guide here answers the same three questions in the same order: does a server actually exist for this tool, what can an agent do once it is connected, and what will bite you in production. Vendor quick-starts stop after step two.
The pattern that repeats across every platform: the setup is rarely the hard part. The hard parts are permission scope (an integration account with the narrowest role you can get away with), result-set size (a query that returns 50k rows will blow through your context window long before it blows through the API quota), and the gap between what the API exposes and what the MCP server actually wraps.
Start read-only. Every guide below tells you how to do that for its specific platform, because 'read-only' means something different in ServiceNow than it does in Postgres.
If you only change one thing after reading any guide here: give the agent its own credentials with its own role, not yours.
42 articles · page 1 of 3
Splunk MCP Server: Setup, Tools & Real Limits
Splunk MCP gives AI clients a governed route into SPL searches and metadata, but its guardrails, query cost, and context limits define where it belongs.
Tableau MCP Server: Setup, Tools & Real Limits
Tableau MCP gives AI agents governed access to published Tableau data and content, but it is an API bridge—not a replacement for Tableau authoring or careful access control.
ServiceNow MCP Server: Setup, Tools & Real Limits
ServiceNow now has a first-party MCP server, but licensing, narrow default tools, and write risk make a read-only pilot the sensible starting point.
Gong MCP Server: Setup, Tools & Real Limits
The official Gong MCP server brings account, deal, and brief insights into AI clients, but its read-only scope, permissions, and credit model matter.
Zoom MCP Server: Setup, Tools & Real Limits
Zoom MCP now has first-party hosted servers, but useful results still depend on licensing, recording settings, narrow OAuth scopes, and disciplined result retrieval.
LangChain MCP: Use MCP Tools in LangChain Agents
LangChain's MCP adapter lets agents call external tools, but production success depends more on server quality and permission design than on connection code.
Zoho MCP Server: Setup, Tools & Real Limits
A practical guide to Zoho’s hosted MCP service, its verified tools, secure setup, production risks, and better alternatives for fixed workflows.
Oracle MCP Server: Setup, Tools & Real Limits
Oracle now offers three first-party MCP routes to its database, but the right choice depends on whether you value local speed, centralized control, or remote access.
Workday MCP Server: Setup, Tools & Real Limits
Workday MCP can give an AI client governed access to HR and finance data, but the setup and risk depend heavily on which server you choose.
Framer MCP Server: Setup, Tools & Real Limits
Framer now offers an official agent route, while true MCP connections remain third-party—here is how to choose, connect, and contain the risk.
NetSuite MCP Server: Setup, Tools & Real Limits
Oracle’s official NetSuite MCP can expose ERP records, reports, saved searches, and SuiteQL to an AI client, but its role design matters more than its quick connection flow.
Wiz MCP Server: Setup, Tools & Real Limits
Wiz MCP brings cloud-risk context into AI clients, but its gated documentation, dynamic toolsets, and sensitive data path demand a cautious rollout.
Render MCP Server: Setup, Tools & Real Limits
Render’s official MCP server is excellent for guided diagnosis, but broad credentials and a narrow write surface demand careful production controls.
Metabase MCP Server: Setup, Tools & Real Limits
Metabase now ships an official MCP endpoint, but its permission model, write tools, and result ceilings deserve more attention than the quick-start implies.
SharePoint MCP Server: Setup, Tools & Real Limits
A SharePoint MCP connection can make sites, lists, and files callable by an AI agent, but the right server depends on which SharePoint product you actually mean.
Apollo MCP Server: GraphQL Tools for Your Agent
Apollo's official server can turn a GraphQL API into controlled MCP tools, but production success depends on limiting the operations an agent may run.
Expo MCP Server: Setup, Tools & Real Limits
Expo's first-party MCP server is worth using for live Expo and EAS context, but its write tools and still-experimental local bridge demand tighter controls than the quick-start suggests.
Outlook MCP Server: Setup, Tools & Real Limits
Microsoft now offers a preview Outlook mail connection through Work IQ MCP, but its licensing, consent, and write risks make it a deliberate infrastructure choice rather than a quick inbox add-on.
Clerk MCP Server: Setup, Tools & Real Limits
Clerk’s official MCP server gives coding agents current implementation patterns, but it does not manage your Clerk instance or user data.
Sourcegraph MCP Server: Setup, Tools & Real Limits
Sourcegraph MCP gives coding agents first-party access to enterprise code search, but its value depends on disciplined scoping and realistic expectations.
FAQ
Is there an MCP server for every SaaS tool?
No. Coverage is uneven: developer tools and databases are well served, while many enterprise platforms only have community servers or none at all. Each guide here states plainly what exists for that specific tool, including when the honest answer is 'use the REST API directly'.
Do I need admin rights to connect a tool over MCP?
Usually no, and you should not use them. Most integrations work with a scoped API token or an OAuth app limited to the objects you need. Create a dedicated integration account rather than reusing your own credentials, so the agent's blast radius is separate from yours.
Why does my agent time out on large queries?
Because tool results go into the model's context window. A query returning tens of thousands of rows will exhaust context or hit a transport timeout long before it hits an API limit. Every integration guide here gives the practical row/result caps for that platform.
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