Which app should I connect Gemini to with MCP?

Pick the app where your users spend time and where AI will save effort. Common choices: Slack (messages, approvals), GitHub (issues, PRs), Notion (docs, databases), Salesforce (CRM). Consider data sensitivity, API maturity, and the quickest ROI.

What info do you need from me to proceed?

Please share: the target app and environment (prod, staging), your goals and key workflows, required actions (read, write, admin), authentication method, scopes/permissions, admin approvers, compliance constraints, and your timeline.

What are common use cases by app?

Slack: slash commands, thread summaries, approvals, incident updates. GitHub: triage, PR summaries, release notes, label automation. Notion: semantic search, page summaries, database autofill, meeting note templates. Salesforce: lead enrichment, case routing, task follow-ups. Cross-app: search, summarize, draft, and write-back.

What permissions are typically required?

Use least privilege. Start read-only for pilots; add write scopes only when needed. Expect content read scopes, metadata/list scopes, and optionally webhooks/event subscriptions. Some orgs require audit log access for monitoring and change tracking.

How do I authenticate to the app?

Most apps use OAuth 2.0 (Slack, Notion, Salesforce). GitHub supports OAuth Apps or GitHub Apps; personal tokens are a last resort. Store credentials in a secret manager, rotate regularly, and prefer org-managed apps over user tokens.

Can I connect multiple apps at once?

Yes. Isolate credentials, configs, and webhooks per app or workspace. Define precedence if multiple sources can answer the same request. Watch rate limits per app, and roll out incrementally to simplify troubleshooting.

How is data handled and secured?

Follow data minimization: fetch only what is needed. Encrypt in transit (TLS). Avoid storing content unless required; if stored, use encrypted storage with strict access controls. Redact secrets and PII in logs, set retention policies, and ensure easy credential revocation.

What limits or quotas should I expect?

Each app enforces API limits. Plan for rate limiting, pagination, and backoff. Batch requests where allowed, cache safe reads, and set daily caps to control spend. Monitor errors for 429/5xx responses and retry with jitter.

How do I test the integration safely?

Use a sandbox or test workspace, least-privilege test tokens, and dummy data. Start with read-only and dry-run modes, then enable writes in a small scope. Validate outcomes with audit logs and a rollback plan.

How do I roll back or disable the setup?

Revoke tokens, remove webhooks, disable scheduled jobs, and turn off feature flags. Uninstall the app if needed. Document changes for audit, and restore previous configurations or backups if data was modified.

What is the typical setup timeline?

Read-only prototypes often take 30-60 minutes after access is granted. Write-back automations and webhooks usually take 2-6 hours. Enterprise approvals (security, legal) can add days; start those in parallel.

What support is available if issues arise?

We can help with scope selection, OAuth setup, event/webhook testing, error triage, and prompt/workflow tuning. Share the target app, environment, steps to reproduce, and relevant logs or request IDs for faster resolution.

Connect X to Gemini (Google) to unlock the power of AI automation

X MCP tools

Use X tools through chat to streamline your workflows.

X connector for other AI models (LLMs)

Ravenala support other LLMs to connect with X.

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Connect X to Gemini (Google) to unlock the power of AI automation

X MCP tools

add-a-list-memberAdds a user to a specified twitter list; the list must be owned by the authenticated user.

add-a-list-member

add-post-to-bookmarksAdds a specified, eXisting, and accessible tweet to a user's bookmarks, with success indicated by the 'bookmarked' field in the response.

add-post-to-bookmarks

bookmarks-by-userRetrieves tweets bookmarked by the authenticated user, where the provided user id must match the authenticated user's id.

bookmarks-by-user

create-a-new-dm-conversationCreates a new group direct message (dm) conversation on twitter with specified participant ids and an initial message, which can include teXt and media attachments.

create-a-new-dm-conversation

create-compliance-job-requestCreates a new compliance job to check the status of tweet or user ids; upload ids as a plain teXt file (one id per line) to the `upload url` received in the response.

create-compliance-job-request

create-listCreates a new, empty list on X (formerly twitter), for which the provided name must be unique for the authenticated user; accounts are added separately.

create-list

creation-of-a-postCreates a tweet on twitter; `teXt` is required unless `card uri`, `media media ids`, `poll options`, or `quote tweet id` is provided.

creation-of-a-post

delete-dmPermanently deletes a specific twitter direct message (dm) event using its `event id` if the authenticated user sent it; this action is irreversible and does not delete entire conversations.

delete-dm

delete-listPermanently deletes a specified twitter list using its id, which must be owned by the authenticated user; this action is irreversible and the list must already eXist.

delete-list

fetch-list-members-by-idFetches members of a specific twitter list, identified by its unique id.

fetch-list-members-by-id

fetch-space-ticket-buyers-listRetrieves a list of users who purchased tickets for a specific, valid, and ticketed twitter space.

fetch-space-ticket-buyers-list

follow-a-listAllows the authenticated user (`id`) to follow a specific twitter list (`list id`) they are permitted to access, subscribing them to the list's timeline; this does not automatically follow individual list members.

follow-a-list

followers-by-user-idRetrieves a list of users who follow a specified public twitter user id.

followers-by-user-id

following-by-user-idRetrieves users followed by a specific twitter user, allowing pagination and customization of returned user and tweet data fields via eXpansions.

following-by-user-id

follow-userAllows an authenticated user (path `id`) to follow another user (`target user id`), which results in a pending request if the target user's tweets are protected.

follow-user

full-archive-searchSearches the full archive of public tweets from march 2006 onwards; use 'start time' and 'end time' together for a defined time window.

full-archive-search

full-archive-search-countsReturns a count of tweets from the full archive that match a specified query, aggregated by day, hour, or minute; `start time` must be before `end time` if both are provided, and `since id`/`until id` cannot be used with `start time`/`end time`.

full-archive-search-counts

get-a-user-s-list-membershipsRetrieves all twitter lists a specified user is a member of, including public lists and private lists the authenticated user is authorized to view.

get-a-user-s-list-memberships

get-a-user-s-owned-listsCall this action to retrieve lists created (owned) by a specific twitter user, not lists they follow or are subscribed to.

get-a-user-s-owned-lists

get-a-user-s-pinned-listsRetrieves the lists a specific, eXisting twitter user has pinned to their profile to highlight them.

get-a-user-s-pinned-lists

get-blocked-usersRetrieves user objects for accounts blocked by the specified user id; this is a read-only view of a user's block list.

get-blocked-users

get-dm-events-by-idFetches a specific direct message (dm) event by its unique id, allowing optional eXpansion of related data like users or tweets; ensure the `event id` refers to an eXisting dm event accessible to the authenticated user.

get-dm-events-by-id

get-dm-events-for-a-dm-conversationFetches direct message (dm) events for a one-on-one conversation with a specified participant id, ordered chronologically newest to oldest; does not support group dms.

get-dm-events-for-a-dm-conversation

get-list-followersFetches a list of users who follow a specific twitter list, identified by its id; ensure the authenticated user has access if the list is private.

get-list-followers

get-muted-usersReturns user objects muted by the X user identified by the `id` path parameter.

get-muted-users

get-post-retweeters-actionRetrieves users who publicly retweeted a specified public post id, eXcluding quote tweets and retweets from private accounts.

get-post-retweeters-action

get-recent-dm-eventsReturns recent direct message events for the authenticated user, such as new messages or changes in conversation participants.

get-recent-dm-events

get-user-s-followed-listsReturns metadata (not tweets) for lists a specific twitter user follows, optionally including eXpanded owner details.

get-user-s-followed-lists

hide-repliesHides or unhides an eXisting reply tweet.

hide-replies

list-lookup-by-list-idReturns metadata for a specific twitter list, identified by its id; does not return list members but can eXpand the owner's user object via the `eXpansions` parameter.

list-lookup-by-list-id

list-post-likersRetrieves users who have liked the post (tweet) identified by the provided id.

list-post-likers

list-posts-timeline-by-list-idFetches the most recent tweets posted by members of a specified twitter list.

list-posts-timeline-by-list-id

mute-user-by-user-idMutes a target user on behalf of an authenticated user, preventing the target's tweets and retweets from appearing in the authenticated user's home timeline without notifying the target.

mute-user-by-user-id

pin-a-listPins a specified list to the authenticated user's profile, provided the list eXists, the user has access rights, and the pin limit (typically 5 lists) is not eXceeded.

pin-a-list

post-delete-by-post-idIrreversibly deletes a specific tweet by its id; the tweet may persist in third-party caches after deletion.

post-delete-by-post-id

post-lookup-by-post-idFetches comprehensive details for a single tweet by its unique id, provided the tweet eXists and is accessible.

post-lookup-by-post-id

post-lookup-by-post-idsRetrieves detailed information for one or more posts (tweets) identified by their unique ids, allowing selection of specific fields and eXpansions.

post-lookup-by-post-ids

posts-label-streamEstablishes a persistent stream of real-time events for when tweet labels are applied or removed, offering insights into content categorization.

posts-label-stream

post-usageFetches tweet usage statistics for a project (e.

post-usage