Kameleoon MCP Server
for AI Agents
Connect your AI agent to StackOne's Kameleoon MCP server and give it 37 MCP tools out of the box. Auth, tool execution, and security all managed.
StackOne 
Coverage
37 Agent Actions
Create, read, update, and delete across Kameleoon — and extend your agent's capabilities with custom actions.
Authentication
Agent Tool Authentication
Per-user OAuth in one call. Your Kameleoon MCP server gets session-scoped tokens with zero credentials stored on your infra.
Agent Auth →
Security
Agent Protection
Every Kameleoon tool response scanned for prompt injection in milliseconds — 88.7% accuracy, all running on CPU.
Prompt Injection Defense →
Performance
Max Agent Context. Min Cost.
Free up to 96% of your agent's context window to enhance reasoning and reduce cost, on every Kameleoon call.
Tools Discovery →What is the Kameleoon MCP Server?
A Kameleoon MCP server lets AI agents read and write Kameleoon data through the Model Context Protocol — Anthropic's open standard for connecting LLMs to external tools. StackOne's Kameleoon MCP server ships with 37 pre-built actions, fully extensible via the Connector Builder — plus managed authentication, prompt injection defense, observability, and agent execution runtime. Connect it from MCP clients like Claude Desktop, Claude Code, Cursor, Goose, and VS Code, or from agent frameworks like OpenAI Agents SDK, LangChain, and Vercel AI SDK.
All Kameleoon MCP Tools
Every action from Kameleoon's API, ready for your agent. Create, read, update, and delete — scoped to exactly what you need.
Experiments
- Create Experiment
Create a new A/B test experiment
- List Experiments
Retrieve a paginated list of all experiments
- Get Experiment
Retrieve a specific experiment by its ID
- Update Experiment
Update one or more fields of an existing experiment
- Delete Experiment
Permanently delete an experiment by its ID
Feature Flags
- Create Feature Flag
Create a new feature flag configuration
- List Feature Flags
Retrieve a paginated list of all feature flags
- Get Feature Flag
Retrieve a specific feature flag configuration by its ID
- Search Feature Flags
Search and filter feature flags with pagination
- Update Feature Flag
Update a feature flag configuration (full replacement)
- Delete Feature Flag
Permanently delete a feature flag configuration by its ID
Feature Flag Activity Logs
- Get Feature Flag Activity Logs
Retrieve activity logs for a specific feature flag
Feature Flag Environments
- Update Feature Flag Environment
Update a feature flag configuration for a specific environment
Feature Flag Rules
- Update Feature Flag Rule
Update a single targeting rule of a feature flag by rule ID
Goals
- Create Goal
Create a new goal with the specified parameters
- List Goals
Retrieve a paginated list of all goals
- Get Goal
Retrieve a specific goal by its ID
- Search Goals
Search and filter goals using flexible filtering conditions
- Update Goal
Update one or more fields of an existing goal
- Delete Goal
Permanently delete a goal by its ID
Segments
- Create Segment
Create a new targeting segment
- List Segments
Retrieve a paginated list of all segments
- Get Segment
Retrieve a specific segment by its ID
- Search Segments
Search and filter segments with pagination
- Update Segment
Update one or more fields of an existing segment
- Delete Segment
Permanently delete a segment by its ID
Personalizations
- Create Personalization
Create a new personalization campaign
- List Personalizations
Retrieve a paginated list of all personalizations
- Get Personalization
Retrieve a specific personalization by its ID
- Update Personalization
Update one or more fields of an existing personalization
- Delete Personalization
Permanently delete a personalization by its ID
Variations
- Create Variation
Create a new variation for an experiment
- List Variations
Retrieve a paginated list of all variations
- Get Variation
Retrieve a specific variation by its ID
- Search Variations
Search and filter variations with pagination
- Update Variation
Update one or more fields of an existing variation
- Delete Variation
Permanently delete a variation by its ID
Kameleoon AI Agent Use Cases
Connect your AI agent to Kameleoon and help your team scale the marketing operations they run by hand today.
Use StackOne to connect your AI agent to your marketing automation, CRM, and email tools to automate lead nurture email sequences.
ViewUse StackOne to connect your AI agent to your marketing automation, email, and analytics platforms to automate campaign performance reporting.
ViewUse StackOne to connect your AI agent to your document stores, email platforms, and messaging tools to automate content repurposing and distribution.
ViewSet Up Your Kameleoon MCP Server in Minutes
One endpoint. Any framework. Your agent is talking to Kameleoon in under 10 lines of code.
Agent Frameworks
JSON{
"mcpServers": {
"stackone": {
"command": "npx",
"args": [
"-y",
"mcp-remote@latest",
"https://api.stackone.com/mcp?x-account-id=<account_id>",
"--header",
"Authorization: Basic <YOUR_BASE64_TOKEN>"
]
}
}
}Platform Resources
MCP Code Mode: Keeping Tool Responses Out of Agent Context
Anthropic's code_execution processes data already in context. Custom MCP code mode keeps raw tool responses in a sandbox. 14K tokens vs 500.
11 min
Comparing BM25, TF-IDF, and Hybrid Search for MCP Tool Discovery
Benchmarking BM25, TF-IDF, and hybrid search for MCP tool discovery across 916 tools. The 80/20 TF-IDF/BM25 hybrid hits 21% Top-1 accuracy in under 1ms.
10 min
Indirect Prompt Injection Defense for MCP Tools: A Technical Guide
MCP tools that read emails, CRM records, and tickets are indirect prompt injection vectors. Here's how we built a two-tier defense that scans tool results in ~11ms.
12 min
MCP vs A2A: Architecture, Security, and When to Use Each
MCP vs A2A: what each protocol standardizes, how they differ, their shared security risks including indirect prompt injection, and when to use one, both, or a hybrid architecture.
12 min
MCP vs API: What 200+ Connector Builds Taught Us
MCP wraps APIs, it doesn't replace them. After building 200+ connectors that serve both, here's when each approach wins.
14 min read
Kameleoon MCP Server FAQ
Does StackOne have a Kameleoon MCP server?
Kameleoon MCP server vs direct API integration — what's the difference?
How does Kameleoon authentication work for AI agents?
origin_owner_id.Are Kameleoon MCP tools vulnerable to prompt injection?
What is the context bloat of a Kameleoon agent and how do I avoid it?
Can I limit which actions my Kameleoon agent can access?
Can I create custom agent actions for my Kameleoon MCP server?
When should I NOT use a Kameleoon MCP server?
What AI frameworks and AI clients does the StackOne Kameleoon MCP server support?
Put your AI agents to work
All the tools you need to build and scale AI agent integrations, with best-in-class connectivity, execution, and security.