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Swiftype MCP Server

Name: Swiftype
Availability: InStock
Author: Vinkius

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Connect your AI to Elastic Swiftype. Query your search engines, manage documents, and retrieve deep analytical insights natively from the terminal.

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What is the Swiftype / Elastic App Search MCP Server?

The Swiftype / Elastic App Search MCP Server gives AI agents like Claude, ChatGPT, and Cursor direct access to Swiftype / Elastic App Search via 10 tools. Connect your AI to Elastic Swiftype. Query your search engines, manage documents, and retrieve deep analytical insights natively from the terminal. Powered by the Vinkius - no API keys, no infrastructure, connect in under 2 minutes.

Built-in capabilities (10)

st.analytics_top_clicksst.analytics_top_searchesst.create_documentsst.delete_documentsst.list_doc_typesst.list_documentsst.list_domainsst.list_enginesst.post_searchst.post_suggest

Tools for your AI Agents to operate Swiftype / Elastic App Search

Ask your AI agent "List all my available Swiftype search engines, then run a search for 'documentation' on the most relevant one and show me the top 3 analytics clicks it generated last week." and get the answer without opening a single dashboard. With 10 tools connected to real Swiftype / Elastic App Search data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.

Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by the Vinkius - your credentials never touch the AI model, every request is auditable. Connect in under two minutes.

Why teams choose Vinkius

One subscription gives you access to thousands of MCP servers - and you can deploy your own to the Vinkius Edge. Your AI agents only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure and security, zero maintenance.

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Swiftype MCP Server capabilities

10 tools

st.analytics_top_clicks

Identify precise active arrays spanning native Hold parsing

st.analytics_top_searches

Inspect deep internal arrays mitigating specific Plan Math

st.create_documents

Enumerate explicitly attached structured rules exporting active Billing

st.delete_documents

json` eliminating cached pages permanently erasing bounds metrics from search. Dispatch an automated validation check routing explicit Gateway history

st.list_doc_types

json` extracting schema blueprints enforcing exact map types correctly. Retrieve explicit Cloud logging tracing explicit Vault limits

st.list_documents

json` dumping all stored metadata physically tracking IDs per document type. Irreversibly vaporize explicit validations extracting rich Churn flags

st.list_domains

json` verifying automated crawler limits mapped inside explicit index scopes. Identify precise active arrays spanning native Gateway auth

st.list_engines

json` extracting all active isolated Elastic indices bound per tenant. Identify bounded CRM records inside the Headless Swiftype Platform

st.post_search

json` firing raw queries into the specific Engine returning faceted JSON hierarchies. Perform structural extraction of properties driving active Account logic

st.post_suggest

json` bounding predictive keys and spelling tolerant matches decoupled from main indexing. Provision a highly-available JSON Payload generating hard Customer bindings

What the Swiftype MCP Server unlocks

Empower your conversational AI with robust enterprise search capabilities by securely integrating the Swiftype (Elastic) MCP connector. Stop navigating web dashbaords to manage indexing logic; allow your LLM to act as a direct data architect interacting with your core Swiftype endpoints natively. With full support for reading, creating, and deleting JSON documents on the fly, inspecting live search engine queries, and querying direct analytical metrics like top clicks—this connector brings headless search administration straight to your preferred prompt environment.

What you can do

Headless Search & Suggestions — Execute strict queries interrogating custom content engines running st.post_search and provide predictive autocompletes processing st.post_suggest.
CRUD Document Indexing — Pull exact active records from isolated data maps using st.list_documents, inject new payload structures in bulk operating st.create_documents, or vaporize explicit keys commanding st.delete_documents.
Architectural Discovery — Browse registered core scopes applying st.list_engines and parse schema blueprints identifying object hierarchies with st.list_doc_types.
Search Analytics & CTR — Uncover real-world operational user conversion intent evaluating actual volume via st.analytics_top_searches and calculating active hit paths invoking st.analytics_top_clicks.

How it works

1. Append the Swiftype MCP agent structurally within your Vinkius integration configuration variables.
2. Configure explicit authorization binding your SWIFTYPE_API_KEY (available via the Elastic Swiftype Administrative Profile) to enable encrypted access restrictions.
3. Request immediate execution: "List my active semantic engines, search the 'help-center' engine for 'billing support', and let me know the top clicked documents for this month."

Who is this for?

Search Architecture Engineers — Investigate live JSON REST indices flawlessly executing bulk CRUD tasks resolving map limits seamlessly within the terminal.
Content Marketing Managers — Parse real-world analytics, quickly discovering top searched queries and high-conversion clicks avoiding tedious web portal logins.
Data Reliability Analysts — Audit structured mapping constraints discovering isolated index bugs securely testing search queries programmatically via AI-assisted CLI.

Frequently asked questions about the Swiftype MCP Server

Can it delete documents from my search engines?

Yes. The st.delete_documents tool removes specific documents by ID from an engine. Each deletion requires explicit document IDs, so nothing is removed accidentally.

Does it support search analytics like CTR?

Yes. Use st.analytics_top_searches and st.analytics_top_clicks to retrieve real usage data — top queries, click-through rates, and conversion metrics.

What Swiftype plan is required?

Any plan that includes Site Search API access. You need a valid API key from your Swiftype dashboard — the integration uses standard REST endpoints available to all API-enabled accounts.