Official MCP servers are maintained by the vendor or project behind the connected product. That ownership is useful when checking documentation and supported behavior. It does not remove the need to review permissions, current limitations or the actions available to an assistant.
Open the source and documentation links on a profile. Check that the endpoint or repository belongs to the relevant vendor. A familiar product name in a community repository does not make that repository first-party. Community integrations can still serve useful workflows; their maintenance and authentication should be evaluated separately.
Start with a small workflow and the narrowest relevant permissions. Compare read operations with write operations and check whether the service exposes settings to restrict its tools. A server used for issue triage should not receive broader account access simply because another tool supports it.
Review transport support, OAuth or token setup and any account or plan requirements in the current documentation. For example, the official Figma server uses a remote OAuth connection and has a supported-client catalog. A local community configuration follows a different setup.
Explore Playwright for browser automation, GitHub for repository workflows and Notion for workspace content. Use the category index to narrow the task first.
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Inspect CI failures through CircleCI’s hosted endpoint.
Run your CRM from a chat window — query pipeline, write records, launch campaigns
Stress-test fund classifications against the proposed SFDR 2.0 rules from a chat prompt
Upload, search, transform and organise your Cloudinary media library from a chat window
Institutional-grade crypto prices, derivatives and indices, queried in plain English
Analyst-grade financial fundamentals and KPIs, every number linked back to the filing it came from.
Run an M&A data room — projects, folders, permissions and diligence Q&A — from an AI conversation.
An AI-native CRM your assistant can actually read from and write to.
Deterministic contract checks — defined terms, cross-references, drafting issues — inside your AI chat.
Manage DevCycle feature flags, inspect project settings and review flag evaluation counts through a hosted OAuth MCP connection.
Turn a customer research repository into something your assistant can actually query
Permission-aware search and retrieval across governed enterprise content
Ask questions across every channel of customer feedback and get cited answers
Use eSignatures.com MCP for Markdown contract templates, draft agreements, signer records and signing status through its hosted or local integration.
Connect supported assistants to Figma design context through the official OAuth endpoint.
Inspect and work with Firebase projects through the official CLI server.
Connect Fireflies meeting transcripts, summaries and action items to an MCP client using Fireflies’ official hosted connection and account authorisation.
Governance rail for Claude Code — every AI coding agent on one board, with a tamper-evident event ledger.
Connect an assistant to the GitLab instance and project you actually use.
Query Google Ads account and campaign data through Google’s MCP server. Explore API fields, accessible customers and supported reporting workflows.
Query Analytics property information and reports through the experimental first-party MCP server.
IBM’s wxflows MCP example exposes the tools deployed in a watsonx.ai Flows Engine project through a local TypeScript server.
Use Infisical MCP to work with secrets, projects, environments and folders through Infisical’s documented machine-identity or access-token authentication.
Explore InfluxDB 3 schemas and query time series with the official MCP server. Choose its readonly profile for analysis without admin tools.
Intercom’s official hosted MCP server gives a supported assistant documented access to conversation, contact and Help Center workflows.
Use Jotform’s hosted MCP server to list and edit forms, inspect submissions and create supported records through its required OAuth connection.
Juspay’s MCP integrations connect assistants to payment operations and merchant dashboard tools through distinct credential paths.
Connect assistants to Klaviyo reporting and supported campaign workflows with Klaviyo’s hosted MCP server and explicit account selection.
Connect to LaunchDarkly’s hosted MCP service for supported feature flag, AgentControl and observability workflows through its OAuth connection.
Use LaunchDarkly’s self-managed MCP server for documented EU and federal environments, with feature flag, environment and AI configuration tools.
Luma’s API MCP example exposes image and video generation with prompts, aspect ratios and reference inputs through a local Python server.
Search the Mailchimp Marketing API documentation through its MCP server. Use published reference material without assuming access to a Mailchimp account.
Memanto MCP exposes typed persistent memory to assistants through a Python bridge with a Moorcheh API key and an explicit agent namespace.
Microsoft Learn’s public MCP server supplies Microsoft documentation and code examples to compatible assistants.
Use Okta’s self-hosted MCP server for permission-scoped identity administration. Compare OAuth scopes, account access and supported management tools.
Connect assistants to PagerDuty incidents, services and on-call schedules using the maintained hosted MCP server and its documented account authentication.
Query product analytics and inspect PostHog workflows from a supported assistant.
Connect assistants to Postman workspaces, collections, specifications and environments. Compare hosted OAuth, local API-key access and tool configurations.
Search indexed website HTML, JavaScript and CSS with PublicWWW MCP, and inspect account search limits through its read-only tools.
Connect assistants to Pulumi Cloud stacks, resource search, registry guidance and supported Neo tasks through Pulumi’s hosted MCP service.
Search and chat with a RAGStack knowledge base through its MCP server, with tools for document uploads and website ingestion.
Search and enrich people and company records with RocketReach MCP. Use OAuth and check account credits before enrichment or email verification.
Find workspace context and use Slack actions through an approved OAuth integration.
Connect assistants to Tableau using Tableau’s MCP server. Explore supported data queries, workbook context and views through the current setup guide.
Connect to Doist’s Todoist MCP server for task and project workflows. Use the hosted OAuth connection or the documented local npm integration.
txtai exposes configured API endpoints as MCP tools for semantic search, retrieval pipelines and workflows through its Python API server.
Connect assistants to Typeform forms, response analytics, contacts and supported automations using Typeform’s documented remote MCP service.
Deployments, logs and projects from Vercel's official hosted server — ship and debug without the dashboard.
Retrieve NYU Stern V-Lab volatility, systemic risk, liquidity and climate measures through a hosted MCP endpoint with OAuth sign-in.
Connect assistants to Xero accounting records, contacts, invoices and accounts using Xero’s MCP server and its documented authentication options.
Connect an assistant to the app actions enabled in your Zapier account.