> ## Documentation Index > Fetch the complete documentation index at: https://docs.inflection.io/llms.txt > Use this file to discover all available pages before exploring further. # Inflection MCP > Understand the tools available via Inflection's MCP server. The **Inflection MCP** connects any MCP-compatible AI client to your Inflection workspace. Use it to build audiences, emails, tokens, segments, and journeys, pull analytics, and look up contacts — all by conversation. For client setup, see the [Integrate with Claude](/agents/integrate-with-claude) guide or [Integrate with ChatGPT](/agents/integrate-with-chatgpt). ## Specialist Agents **`ask_agent`** starts and polls the Inflection specialist agents. It works in two modes: pass `agent_type` and `prompt` to start a run, or pass `run_id` to poll an existing one. The server long-polls for approximately 12 seconds. Use `ask_agent` for domain Q\&A as well (for example, "what's the syntax for…"). | `agent_type` | What it builds | | - | - | | `audience` | Dynamic-list filters from natural language → saved audience | | `content` | Emails (HTML + BEE) → saved email | | `segment` | Ordered, first-match segment categories → saved category | | `token` | Personalization tokens (create, edit, verify, preview) | Journeys have no specialist agent. Drive them directly with `create_platform_asset(asset_type='journey')` and `update_platform_asset` for incremental edits. ## Platform CRUD * **`list_platform_assets`** — list or search any asset type: `journey`, `email`, `audience`, `segment`, `static_list`, `email_token`, `webhook`, `inbound_webhook`, `form`, `account`, `conversion`, `salesforce_opportunity` (plus Salesforce campaign variants). Supports `keyword`, paging, and type-specific filters. * **`get_platform_asset`** — fetch one asset by ID. Supported types: `journey`, `email`, `segment`, `email_token`, `static_list`, `account`, `webhook`, `inbound_webhook`, `form`, `conversion`, `salesforce_opportunity`. * **`create_platform_asset`** — create: `journey`, `email` (including clone via `clone_from`), `email_token`, `tag`, `folder`, `static_list`. * **`update_platform_asset`** — patch: `email`, `email_content`, `journey`, `email_token`, `business_context`, `tag_asset`, `move_asset`, `folder`, `static_list` (rename). Segment edits go through **`ask_agent(agent_type='segment')`**. ## Discovery * **`get_schema`** — returns schema for: `person`, `product_activity`, `product_events`, `marketing_events`, `event_properties`, `filter_types`, `filters_meta`, `operators`, `email_token_columns`, `token_functions`. * **`get_platform_context`** — returns: `business_context`, `email_settings`, `folders`, `tags`, `settings`. * **`data_dictionary`** — browse your real data: entities (`contact`, `account`, `product_user`, `organisation`, `puom`), fields, distributions, and distinct values (5 query types). Call this before composing a filter whose value was described vaguely. ## Artifacts * **`list_artifacts`** / **`get_artifacts`** — retrieve asset drafts produced by a run in the current thread. Supported types: `DYNAMIC_LIST`, `EMAIL_TEMPLATE`, `SEGMENT_CATEGORY`, `JOURNEY`, and others. ## Analytics * **`get_analytics_report`** — aggregate and rollup metrics: `campaign_stats`, `campaign_aggregate`, `journey_rollup`, `journey_conversions`, `active_sends`. Delivery and engagement variants include a `display` block that matches the dashboard layout. * **`get_analytics_breakdown`** — per-entity detail (paginated): `top_links`, `top_email_client_opens`, `top_email_client_clicks`, `recipient_engagement` (8 event types), `campaign_runs`, `form_submissions`, `inbound_webhook_submissions`. ## Contacts * **`get_contact_info`** — supports three query types: `lookup` (by email → composite profile), `activity_log`, `sf_opportunities`, `sf_campaigns`. ## Knowledge * **`get_knowledge`** — access the skill tree, cross-knowledge search, and Help Center search. Also surfaces published skills such as `grade-html-email`. ## Personalized Email Versions * **`set_email_version`** / **`list_email_versions`** / **`delete_email_version`** — manage per-contact versions on a [Personalized Email Asset](/agents/personalized-email): set a contact's subject, preheader, and HTML; list existing versions; or delete one. Versions are validated on arrival (known contact, unsubscribe link present, no other tokens, 500 KB cap); contacts without a version get the asset's default email. ## Asset Types — Read / Write Support | **Asset** | **Read** | **Create** | **Update** | **Notes** | | - | - | - | - | - | | `journey` (campaign) | ✅ | ✅ | ✅ | Driven directly; no agent | | `email` (template) | ✅ | ✅ | ✅ | Clone via `clone_from`; build via content agent | | `email_token` | ✅ | ✅ | ✅ | Via token agent | | personalized email (versions) | ✅ | ✅ | ✅ | `set_email_version` / `list_email_versions` / `delete_email_version`; the asset itself is created in the dashboard | | `audience` (dynamic list) | ✅ | Via agent | Via agent | Audience agent | | `segment` category | ✅ | Via agent | Via agent | Segment agent only | | `static_list` | ✅ | ✅ | Rename | Member operations in dashboard | | `folder` / `tag` | ✅ | ✅ | Move / rename | Organize assets | | `contact` | ✅ | — | — | By email via `get_contact_info` | | `account` | ✅ | — | — | Read-only | | `form` | ✅ | — | — | Authoring in dashboard | | `webhook` / `inbound_webhook` | ✅ | — | — | Writes deferred | | `conversion` | ✅ | — | — | Writes deferred | | `salesforce_opportunity` | ✅ | — | — | Read-only; pipeline filters | ## Not Available via MCP Today The following operations are not yet available via MCP and must be performed in the Inflection dashboard: * Form authoring * Static-list member operations * Webhook and conversion writes * Account writes * Segment edits via direct tool (use the segment agent instead) ## Limits and Constraints * **Drafts, not activation** — journeys and sends are activated in the app, not via MCP. * **Segment sizing is post-save** — categories populate approximately 10 minutes after creation; per-segment previews overlap. * **No custom CSS in emails** — use standard style fields only. `@media` and `