4,000+ servers built on vurb.ts
Vinkius
Claude CodeCLI
Meilisearch MCP Server

Bring Search Engine
to Claude Code

Learn how to connect Meilisearch to Claude Code and start using 44 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.

MCP Inspector GDPR Free for Subscribers
Add DocumentsCancel TasksChat CompletionConfigure Experimental FeaturesCreate DumpCreate IndexCreate KeyCreate SnapshotDelete All DocumentsDelete DocumentDelete Documents BatchDelete Documents By FilterDelete Dynamic Search RuleDelete IndexDelete KeyDelete TasksGet BatchGet DocumentGet HealthGet IndexGet Index StatsGet KeyGet SettingsGet StatsGet TaskGet VersionList BatchesList ChatsList DocumentsList Dynamic Search RulesList Experimental FeaturesList IndexesList KeysList TasksMulti SearchReset SettingsSearch DocumentsSet Dynamic Search RuleSimilar DocumentsSwap IndexesUpdate DocumentsUpdate IndexUpdate KeyUpdate Settings

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
Meilisearch

What is the Meilisearch MCP Server?

Connect your Meilisearch instance to any AI agent to automate your search engine management and data indexing workflows.

What you can do

  • Index Management — Create, list, update, and delete indexes. Perform atomic swaps between indexes for zero-downtime deployments.
  • Document Operations — Add, update, or replace documents in bulk. Retrieve specific documents by ID or list them with advanced filtering and sorting.
  • Granular Deletion — Remove documents individually, in batches, or by applying complex filter expressions to clean up your data.
  • Metadata Inspection — Fetch detailed metadata for your indexes and documents to monitor your search engine's state.

How it works

  1. Subscribe to this server
  2. Enter your Meilisearch Instance URL and API Key
  3. Start managing your search data from Claude, Cursor, or any MCP-compatible client

Who is this for?

  • Developers — Index new data or debug search results directly from the code editor.
  • Data Engineers — Automate index maintenance and document synchronization tasks.
  • Content Managers — Quickly verify if specific content is correctly indexed without using a dedicated dashboard.

Built-in capabilities (44)

add_documents

Add or replace documents in an index

cancel_tasks

Cancel pending or processing tasks

chat_completion

Request a chat completion from a workspace

configure_experimental_features

Enable or disable experimental features

create_dump

Trigger the creation of a Meilisearch dump

create_index

Create a new index

create_key

Create a new API key

create_snapshot

Trigger the creation of a Meilisearch snapshot

delete_all_documents

Delete all documents in an index

delete_document

Delete a single document

delete_documents_batch

Delete multiple documents by ID

delete_documents_by_filter

Delete documents matching a filter

delete_dynamic_search_rule

Delete a dynamic search rule

delete_index

Delete an index

delete_key

Delete an API key

delete_tasks

Delete finished tasks

get_batch

Get details of a specific batch

get_document

Get a specific document by ID

get_health

Check the health of the Meilisearch instance

get_index

Get metadata for a specific index

get_index_stats

Get stats of a specific index

get_key

Get details of a specific API key

get_settings

Get all settings of an index

get_stats

Get stats of all indexes and database size

get_task

Get details of a specific task

get_version

Get the version of the Meilisearch instance

list_batches

List task batches

list_chats

List chat workspaces

list_documents

List documents in an index

list_dynamic_search_rules

List dynamic search rules for an index

list_experimental_features

List the status of experimental features

list_indexes

List all Meilisearch indexes

list_keys

List API keys

list_tasks

List asynchronous tasks

multi_search

Perform multiple search queries in a single call

reset_settings

Reset all settings of an index to defaults

search_documents

Search for documents in an index

set_dynamic_search_rule

Create or update a dynamic search rule

similar_documents

Find documents similar to a given document ID

swap_indexes

Swap multiple indexes atomically

update_documents

Add or update documents (partial update)

update_index

Update an index primary key

update_key

Update an API key name or description

update_settings

Update settings of an index

Why Claude Code?

Claude Code registers Meilisearch as an MCP server in a single terminal command. Once connected, Claude Code discovers all 44 tools at runtime and can call them headlessly. ideal for CI/CD pipelines, cron jobs, and automated workflows where Meilisearch data drives decisions without human intervention.

  • Single-command setup: claude mcp add registers the server instantly. no config files to edit or applications to restart

  • Terminal-native workflow means MCP tools integrate seamlessly into shell scripts, CI/CD pipelines, and automated DevOps tasks

  • Claude Code runs headlessly, enabling unattended batch processing using Meilisearch tools in cron jobs or deployment scripts

  • Built by the same team that created the MCP protocol, ensuring first-class compatibility and the fastest adoption of new protocol features

See it in action

Meilisearch in Claude Code

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Why Vinkius

Meilisearch and 4,000+ other MCP servers. One platform. One governance layer.

Teams that connect Meilisearch to Claude Code through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.

4,000+MCP Servers ready
<40msCold start
60%Token savings
Raw MCP
Vinkius
Server catalogFind and host yourself4,000+ managed
InfrastructureSelf-hostedSandboxed V8 isolates
Credential handlingPlaintext in configVault + runtime injection
Data loss preventionNoneConfigurable DLP policies
Kill switchNoneGlobal instant shutdown
Financial circuit breakersNonePer-server limits + alerts
Audit trailNoneEd25519 signed logs
SIEM log streamingNoneSplunk, Datadog, Webhook
HoneytokensNoneCanary alerts on leak
Custom domainsNot applicableDNS challenge verified
GDPR complianceManual effortAutomated purge + export
Enterprise Security

Why teams choose Vinkius for Meilisearch in Claude Code

The Meilisearch MCP Server runs on Vinkius-managed infrastructure inside AWS — a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts. All 44 tools execute in hardened sandboxes optimized for native MCP execution.

Your AI agents in Claude Code 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, zero maintenance.

Meilisearch
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

The Vinkius Advantage

How Vinkius secures Meilisearch for Claude Code

Every tool call from Claude Code to the Meilisearch MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

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

Yes! You can use the delete_documents_by_filter tool. 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 tool. 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.

04

How do I add an MCP server to Claude Code?

Run claude mcp add <name> --transport http "<url>" in your terminal. Claude Code registers the server and discovers all tools immediately.

05

Can Claude Code run MCP tools in headless mode?

Yes. Claude Code supports non-interactive execution, making it ideal for scripts, cron jobs, and CI/CD pipelines that need MCP tool access.

06

How do I list all connected MCP servers?

Run claude mcp in your terminal to see all registered servers and their status, or type /mcp inside an active Claude Code session.

07

Command not found: claude

Ensure Claude Code is installed globally: npm install -g @anthropic-ai/claude-code

08

Connection timeout

Check your internet connection and verify the Edge URL is reachable

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