Integrate Meilisearch with Claude, Cursor, Chatbots & AI Agents MCP Server

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

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

Manage your Meilisearch instance — handle indexes, documents, and search configurations directly from your AI agent.

GDPR Free for Subscribers

Compatible with every major AI agent and IDE

Claude

ChatGPT

Cursor

Gemini

Windsurf

VS Code

JetBrains

Vercel

+ other MCP clients

add

Add documents on Meilisearch

Add or replace documents in an index

cancel

Cancel tasks on Meilisearch

Cancel pending or processing tasks

chat

Chat completion on Meilisearch

Request a chat completion from a workspace

configure

Configure experimental features on Meilisearch

Enable or disable experimental features

create

Create dump on Meilisearch

Trigger the creation of a Meilisearch dump

create

Create index on Meilisearch

Create a new index

create

Create key on Meilisearch

Create a new API key

create

Create snapshot on Meilisearch

Trigger the creation of a Meilisearch snapshot

delete

Delete all documents on Meilisearch

Delete all documents in an index

delete

Delete document on Meilisearch

Delete a single document

delete

Delete documents batch on Meilisearch

Delete multiple documents by ID

delete

Delete documents by filter on Meilisearch

Delete documents matching a filter

delete

Delete dynamic search rule on Meilisearch

Delete a dynamic search rule

delete

Delete index on Meilisearch

Delete an index

delete

Delete key on Meilisearch

Delete an API key

delete

Delete tasks on Meilisearch

Delete finished tasks

get

Get batch on Meilisearch

Get details of a specific batch

get

Get document on Meilisearch

Get a specific document by ID

get

Get health on Meilisearch

Check the health of the Meilisearch instance

get

Get index on Meilisearch

Get metadata for a specific index

get

Get index stats on Meilisearch

Get stats of a specific index

get

Get key on Meilisearch

Get details of a specific API key

get

Get settings on Meilisearch

Get all settings of an index

get

Get stats on Meilisearch

Get stats of all indexes and database size

get

Get task on Meilisearch

Get details of a specific task

get

Get version on Meilisearch

Get the version of the Meilisearch instance

list

List batches on Meilisearch

List task batches

list

List chats on Meilisearch

List chat workspaces

list

List documents on Meilisearch

List documents in an index

list

List dynamic search rules on Meilisearch

List dynamic search rules for an index

list

List experimental features on Meilisearch

List the status of experimental features

list

List indexes on Meilisearch

List all Meilisearch indexes

list

List keys on Meilisearch

List API keys

list

List tasks on Meilisearch

List asynchronous tasks

multi

Multi search on Meilisearch

Perform multiple search queries in a single call

reset

Reset settings on Meilisearch

Reset all settings of an index to defaults

Search documents on Meilisearch

Search for documents in an index

set

Set dynamic search rule on Meilisearch

Create or update a dynamic search rule

similar

Swap indexes on Meilisearch

Swap multiple indexes atomically

update

Update documents on Meilisearch

Add or update documents (partial update)

update

Update index on Meilisearch

Update an index primary key

update

Update key on Meilisearch

Update an API key name or description

update

Update settings on Meilisearch

Update settings of an index

Security & Code Integrity Audit

Every tool in the Meilisearch MCP Server is continuously audited by the Vinkius Security Engine. We guarantee zero-trust payload isolation, strict data boundaries, and deterministic execution for enterprise-grade AI agents.

A+Score: 98.33

How Vinkius protects your data

Can I set different limits for each virtual assistant on my team?

Absolutely. You have full control in our command center. You can create an AI agent that only "reads" data so the support team can answer questions, and another superpowered agent that can "edit" and "create" information exclusively for your operations team. Each AI gets exactly the level of access you allow.

What if the AI ends up reading customer data or confidential information?

We have a built-in digital "bodyguard" called DLP (Data Loss Prevention). If a tool fetches data and the response contains social security numbers, credit cards, or personal customer info, Vinkius magically blocks and erases that information before it is delivered to the AI. The AI works only with what is strictly necessary, and your sensitive data never leaks.

Does the AI train on my tools or API data?

No. Vinkius enforces a strict Zero-Retention policy. Your data simply passes through our secure servers to complete the requested action and is instantly forgotten. Nothing you do here is ever stored, logged, or used to train any artificial intelligence.

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.

How Chatbots Interact with Meilisearch

We map standard API endpoints to agent-compatible instructions. Connect Meilisearch to execute these core functional operations.

AI Semantic Routing for search engine

Use Meilisearch to interface with search engine via natural language. The toolkit provides Cursor with LLM-friendly schemas for loved by devs tasks.

ChatGPT indexing Automation

Deploy the Meilisearch toolkit to manage indexing. The integration offers robust endpoints for ChatGPT to control loved by devs settings.