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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Meilisearch with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Manage your Meilisearch instance. handle indexes, documents, and search configurations directly from your AI agent.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 44 capabilities

The complete Meilisearch capability set.

These are the exact actions your AI can choose when you ask it to work with Meilisearch.

Capability set01 / 11

01-04

4 capabilities in this set.

Part of 44 available through Meilisearch.

  1. 01

    Update key

    Update an API key name or description

  2. 02

    Create dump

    Trigger the creation of a Meilisearch dump

  3. 03

    Cancel tasks

    Cancel pending or processing tasks

  4. 04

    Configure experimental features

    Enable or disable experimental features

Capability set02 / 11

05-08

4 capabilities in this set.

Part of 44 available through Meilisearch.

  1. 05

    Create index

    Create a new index

  2. 06

    Create snapshot

    Trigger the creation of a Meilisearch snapshot

  3. 07

    Delete all documents

    Delete all documents in an index

  4. 08

    Delete document

    Delete a single document

Capability set03 / 11

09-12

4 capabilities in this set.

Part of 44 available through Meilisearch.

  1. 09

    Delete documents batch

    Delete multiple documents by ID

  2. 10

    Delete documents by filter

    Delete documents matching a filter

  3. 11

    Delete dynamic search rule

    Delete a dynamic search rule

  4. 12

    Delete index

    Delete an index

Capability set04 / 11

13-16

4 capabilities in this set.

Part of 44 available through Meilisearch.

  1. 13

    Delete tasks

    Delete finished tasks

  2. 14

    Get batch

    Get details of a specific batch

  3. 15

    Get health

    Check the health of the Meilisearch instance

  4. 16

    Get index

    Get metadata for a specific index

Capability set05 / 11

17-20

4 capabilities in this set.

Part of 44 available through Meilisearch.

  1. 17

    Get index stats

    Get stats of a specific index

  2. 18

    Get key

    Get details of a specific API key

  3. 19

    Get settings

    Get all settings of an index

  4. 20

    Get stats

    Get stats of all indexes and database size

Capability set06 / 11

21-24

4 capabilities in this set.

Part of 44 available through Meilisearch.

  1. 21

    List batches

    List task batches

  2. 22

    List chats

    List chat workspaces

  3. 23

    List dynamic search rules

    List dynamic search rules for an index

  4. 24

    List experimental features

    List the status of experimental features

Capability set07 / 11

25-28

4 capabilities in this set.

Part of 44 available through Meilisearch.

  1. 25

    List indexes

    List all Meilisearch indexes

  2. 26

    List keys

    List API keys

  3. 27

    Reset settings

    Reset all settings of an index to defaults

  4. 28

    Set dynamic search rule

    Create or update a dynamic search rule

Capability set08 / 11

29-32

4 capabilities in this set.

Part of 44 available through Meilisearch.

  1. 29

    Update index

    Update an index primary key

  2. 30

    Add documents

    Add or replace documents in an index

  3. 31

    Chat completion

    Request a chat completion from a workspace

  4. 32

    Create key

    Create a new API key

Capability set09 / 11

33-36

4 capabilities in this set.

Part of 44 available through Meilisearch.

  1. 33

    Delete key

    Delete an API key

  2. 34

    Get document

    Get a specific document by ID

  3. 35

    Get task

    Get details of a specific task

  4. 36

    Get version

    Get the version of the Meilisearch instance

Capability set10 / 11

37-40

4 capabilities in this set.

Part of 44 available through Meilisearch.

  1. 37

    List documents

    List documents in an index

  2. 38

    List tasks

    List asynchronous tasks

  3. 39

    Multi search

    Perform multiple search queries in a single call

  4. 40

    Search documents

    Search for documents in an index

Capability set11 / 11

41-44

4 capabilities in this set.

Part of 44 available through Meilisearch.

  1. 41

    Similar documents

    Find documents similar to a given document ID

  2. 42

    Swap indexes

    Swap multiple indexes atomically

  3. 43

    Update documents

    Add or update documents (partial update)

  4. 44

    Update settings

    Update settings of an index

Observed, not estimated

1271ms average. Fast in production.

Meilisearch is checked daily against the live service.

Daily averagePeak 1453ms
Aug 20Today
Fastest day
1025ms
Slowest day
1453ms
14-day trend
Stable-2%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 44 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Meilisearch, so you can see the experience inside your AI.

It does not authenticate your account with Meilisearch. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Meilisearch Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_zvxhlZ8xtjn1uMtmbqWfMxBRRJBkYtadvczmRQ3Q/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Meilisearch capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "meilisearch-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_zvxhlZ8xtjn1uMtmbqWfMxBRRJBkYtadvczmRQ3Q/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Meilisearch owners ask.

  • 01

    Can I delete documents based on a specific condition or category?

    Yes! You can use the delete_documents_by_filter capability. Just provide the index UID and a filter expression (e.g., 'category = electronics') to remove all matching documents at once.

  • 02

    How do I perform a zero-downtime index update?

    You can use the swap_indexes capability. This allows you to swap the names of two or more indexes atomically, ensuring your search remains active while you switch to a newly populated index.

  • 03

    Is it possible to retrieve only specific fields from a document?

    Absolutely. When using get_document or list_documents, you can provide a comma-separated list of fields to return, reducing the payload size and focusing on the data you need.

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