# Flagsmith MCP for AI Agents AI Agent Connect

> Flagsmith MCP lets you manage feature flags and remote configurations directly through your AI client. Stop jumping back and forth between your IDE and the Flagsmith dashboard. You can toggle features, update user traits, and create new environments using plain text commands. It's built for teams that need to move fast without the constant context switching.

## Overview
- **Category:** developer-tools
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_xgmQb2dzh97FZxv1IILo2vfMxbDzCf9lyXcSnJKm/ai-agent-connect
- **Tags:** feature-flags, remote-config, feature-toggles, ab-testing, release-management

## Description

This Connector connects your Flagsmith account to your AI agent so you can handle the entire feature lifecycle without leaving your workspace. Instead of hunting through a web UI to see if a feature is live or who has access to a beta, you just ask your agent. You can check the status of specific flags, update values for different environments, or even identify specific users to see what they're seeing. It handles the heavy lifting of environment management, letting you spin up new configs or pull down full configuration documents for your local setup. Because Vinkius makes connecting these tools so easy, you can move from a product idea to a live rollout in a matter of minutes. It's about getting rid of the friction between your code and your release strategy. You get direct control over your production environment without the need to keep multiple browser tabs open or manually copy-paste configuration strings between your tools.

## Tools

### create_environment
Create a new environment within a project. This helps you set up new staging or preview areas.

### delete_segment_override
Remove a segment override. Use this to clean up old rules that are no longer needed.

### get_environment_document
Fetch the entire environment configuration. This is great for pulling all settings into your local environment.

### get_environment_flags
Get all default flag states for a specific environment. Use this to see what's currently active.

### get_identity_flags
Fetch flags and traits for a specific user. This helps you debug what a specific customer is seeing.

### identify_user
Identify a user and set their traits. Use this to put a specific person into a beta group.

### update_flag_v1
Update a single flag value. This is the fastest way to toggle a feature on or off.

### update_flag_v2
Update multiple flag values at once. Use this for batch updates across your environment.

## Prompt Examples

**Prompt:** 
```
What's the status of our feature flags in the production environment?
```

**Response:** 
```
I've pulled the current flag states for your production environment. Here's the summary:

| Feature | Status |
| :--- | :--- |
| **New Onboarding Flow** | Enabled |
| **Beta Search Algorithm** | Disabled |
| **Maintenance Mode** | Disabled |

Would you like me to toggle any of these for you?
```

**Prompt:** 
```
Put user_882 into the beta group for the new dashboard.
```

**Response:** 
```
I've updated user_882. 

*   **Action:** Identified user and assigned traits.
*   **New Traits:** `beta_tester: true`, `dashboard_v2: enabled`.

They now have access to the new dashboard features.
```

**Prompt:** 
```
Turn on the maintenance mode for the staging environment.
```

**Response:** 
```
I've updated the flag for you. 

*   **Environment:** Staging
*   **Flag:** `maintenance_mode`
*   **New Value:** `Enabled`

The staging environment is now in maintenance mode.
```

## Capabilities

### Toggle feature flags
Change a flag's state on the fly to turn features on or off.

### Update remote configurations
Modify environment variables and config values without needing a redeploy.

### Identify specific users
Assign traits to specific users to put them into beta groups or test experiences.

### Create release environments
Spin up new environments for different projects using natural language.

### Fetch configuration docs
Pull the full environment configuration document for your local development.

### Manage segment overrides
Adjust specific rules for different user groups and delete old overrides.

## Use Cases

### The Emergency Toggle
A bug is found in production. The dev asks the agent to use update_flag_v1 to kill the feature instantly without a rollback.

### The Beta Rollout
A PM wants to test a new UI with 50 specific users. They ask the agent to identify_user and assign them a beta_tester trait.

### The Environment Setup
A dev needs a new Preview environment. They ask the agent to create_environment and then fetch the docs to sync local settings.

### The Batch Update
A release lead needs to sync 10 different config values across a staging environment. They use update_flag_v2 to do it in one go.

## Benefits

- Stop context switching by managing flags directly in your IDE using update_flag_v1.
- Debug user experiences faster by checking specific traits with get_identity_flags.
- Speed up releases by using update_flag_v2 to push changes to multiple flags at once.
- Reduce setup time for new projects by spinning up environments with create_environment.
- Ensure consistency across teams by pulling full config docs with get_environment_document.
- Simplify beta testing by assigning traits to specific users via identify_user.

## How It Works

The bottom line is you get direct control over your release toggles without ever opening a browser tab.

1. Connect your Flagsmith Environment Key or Admin API Key.
2. Tell your agent which environment or project you want to target.
3. Receive instant updates on flag states or confirmation of configuration changes.

## Frequently Asked Questions

**Can I use the Flagsmith MCP to toggle features in real-time?**
Yes, it updates flags instantly via the Admin API. You can ask your agent to turn features on or off for any environment without opening a browser.

**Does the Flagsmith MCP support batch updates?**
Yes, it can update multiple flags at once. This is perfect for syncing several configuration changes in a single command.

**How do I use Flagsmith MCP to test a feature for a specific user?**
You can use the identification tool to assign specific traits to a user. This allows you to put them into a beta group or test specific experiences instantly.

**Can I create new environments using the Flagsmith MCP?**
Yes, you can spin up new environments for different projects using natural language commands. It handles the creation process for you.

**Will the Flagsmith MCP help me debug what a specific customer sees?**
Yes, it can fetch the specific flags and traits for any user identity. This makes it easy to see exactly what a customer is experiencing.

**Is the Flagsmith MCP good for managing remote configurations?**
Yes, it handles both flag values and remote configuration documents. You can pull full config docs for your local environment or update remote values on the fly.

**Can I retrieve flags for a specific user identity?**
Yes. Use the `get_identity_flags` tool by providing the user's identifier. The agent will return all flags and traits associated with that specific identity in the environment.

**How do I update multiple feature flags at once?**
You can use the `update_flag_v2` tool for batch changes. Provide the environment key and a JSON payload containing the updates you wish to apply simultaneously.

**Is it possible to create a new environment via the agent?**
Yes, using the `create_environment` tool. You will need to provide a name for the environment and the target Project ID. This requires a valid Flagsmith Admin API Key.