Stammer.ai MCP for AI. Manage every chatbot, knowledge base, and sub-account from your chat.
Works with every AI agent you already use
…and any MCP-compatible client








Connect to your AI in seconds.
Stammer.ai MCP Server lets your AI client manage an entire white-label chatbot agency. You can programmatically list all chatbots, update knowledge bases with new URLs or Q&A pairs, and monitor sub-account performance—all without opening a dashboard.
This is for developers who need to orchestrate multiple custom AI agents from one chat window.
What your AI can do
Add qa
Adds a specific question-and-answer pair to a chatbot's knowledge base.
Add url
Scrapes content from an external website URL and adds it to the chatbot's knowledge base.
Create chatbot
Initializes a brand new AI chatbot instance within your agency account.
List all managed chatbots and retrieve detailed profile metadata for any specific chatbot.
Add new question-and-answer pairs or entire website URLs to a bot's knowledge base using natural conversation.
List all sub-accounts and users associated with your agency, giving you an overview of your resale operations.
Retrieve recent chat messages and monitor conversational logs for a specific chatbot instance.
Ask an AI about this
Waiting for input…
Stammer.ai MCP Server: 11 Tools for Bot Operations
Manage the full lifecycle of your AI agency platform by creating, listing, updating, and tracking every component using these eleven tools.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using Stammer.ai on VinkiusAdd Qa
Adds a specific question-and-answer pair to a chatbot's knowledge base.
Add Url
Scrapes content from an external website URL and adds it to the chatbot's knowledge...
Create Chatbot
Initializes a brand new AI chatbot instance within your agency account.
Get Chatbot
Retrieves specific metadata and configuration details for one named chatbot.
Get Knowledge Base
Pulls the full list of facts (Q&A pairs, scraped content) stored in a given...
Get Sub Account
Retrieves all account details for a specific sub-account ID within your agency structure.
List Chatbots
Lists every currently managed AI agent (chatbot) in the entire Stammer.ai system.
List Knowledge Base
Provides an index listing of all current knowledge base items for a specified...
List Messages
Retrieves the most recent chat message history and conversational logs for a given...
List Sub Accounts
Lists every white-label sub-account ID associated with your agency.
List Users
Provides a list of all user accounts managed under the agency platform.
Security and governance baked right in.
Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
- Create Agent Skills with progressive disclosure
- Deploy to edge with MCPFusion framework
- Built in DLP, auth, and compliance on every call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with Stammer.ai, then connect any of our 5,000+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,000+ others, all in one place
- Add new capabilities to your AI anytime you want
- Every connection is secured and compliant automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Stammer.ai. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
VINKIUS INFRASTRUCTURE
Cloud Hosted
Managed infra
V8 Isolated
Sandboxed per request
Zero-Trust Proxy
No stored credentials
DLP Enforced
Policy on every call
GDPR Compliant
EU data residency
Token Compression
~60% cost reduction
Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 11 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
Managing a chatbot agency usually means jumping between five different dashboards.
Right now, if your team needs to update knowledge or check bot performance, someone has to open the Stammer.ai portal, click 'Bots,' then maybe navigate through sub-accounts just to find the right chatbot instance. You have to copy IDs, paste URLs into different forms, and manually verify that everything linked up correctly.
With this MCP server, your agent handles it all. Tell it: 'Add a new URL for Bot X.' The agent runs `add_url`, confirms the scrape, updates the knowledge base, and reports back what changed. You get actionable results in chat, not dashboard fatigue.
Stammer.ai MCP Server: Get full control over your bots' data.
The manual steps that vanish are the repetitive tasks of listing statuses and confirming configurations. You never have to manually check if Bot A is connected to Sub-account B, or if Bot C has been updated with the latest FAQs. The agent runs `get_chatbot` and tells you everything in one pass.
This server lets your AI client act as a true system administrator for Stammer.ai. It’s not just a chat interface; it's a control panel that lives inside your workflow.
What your AI can actually do with this
Stammer.ai MCP Server lets your agent manage an entire white-label chatbot agency without ever opening a dashboard. This server gives you full command over every aspect of the Stammer.ai backend, letting your AI client treat your network like pure operational infrastructure. You'll use this when you need to programmatically list agents and update knowledge bases from one single chat window.
Managing Chatbots: To get a bird's-eye view, start by calling list_chatbots, which gives you an index of every managed AI agent in the whole system. If you need specifics on one bot, use get_chatbot to pull detailed profile metadata and configuration for that specific chatbot instance. You can also spin up new bots using create_chatbot, initializing a brand-new AI chat agent right through your conversation.
Updating Knowledge Bases: When the facts change, you don't want to mess with menus; you just tell your client what needs adding. To beef up a bot’s intelligence, use add_qa to inject specific question-and-answer pairs directly into its knowledge base. If a whole website changes, run add_url; this scrapes content from an external URL and adds it as new facts to the chatbot's memory.
You can check what's already there by calling list_knowledge_base, which provides an index of all existing items for a specific bot, or pull everything into one dump using get_knowledge_base.
Agency Oversight and Monitoring: For managing your whole resale operation, you need visibility into the accounts and users. Start by listing every sub-account ID associated with your agency structure using list_sub_accounts. If you need deep details on a single client's account setup, call get_sub_account with that specific ID. You can also get an index of all user accounts managed under the platform via list_users, or grab full lists of those users and their profiles using list_users.
For tracking conversation quality, use list_messages to retrieve the most recent chat message history and conversational logs for any given bot.
Here's how you run it: You simply direct your AI client to perform these actions. Need to check a user account? Use get_sub_account. Want to see all agents running? Call list_chatbots. If the documentation needs new facts, fire off an add_qa command. It's pure automation; you never have to switch tabs or navigate menus to run these operations.
019dd167-1d5d-72b2-9616-49db9a6de6f7 Here's how it actually works
The bottom line is that you manage complex chatbot infrastructure by talking to it, not by clicking through dashboards.
Subscribe to the Stammer.ai server on Vinkius Marketplace.
Enter your API Key from your agency dashboard into your preferred AI client settings (Claude, Cursor, etc.).
Directly instruct your agent: 'List all active chatbots' or 'Add a Q&A pair for the Support Bot.' The agent executes the necessary tool call and returns the data.
Who is this actually for?
Agency owners who need total visibility into their white-label AI network. Developers needing to automate knowledge base updates and bot deployment. Customer success managers tired of manually searching logs across dozens of customer accounts.
Manages the entire chatbot portfolio, using this server to list all bots (list_chatbots) and check sub-account performance without leaving their primary dashboard.
Automates content ingestion. Uses add_url or add_qa to feed new data into the knowledge base, then verifies updates with list_knowledge_base.
Handles quality control and support monitoring. Retrieves chat logs using list_messages and checks user accounts via get_sub_account when a client raises an issue.
What Changes When You Connect
Real-time Oversight: Instead of clicking through multiple tabs to check performance, use list_chatbots and get_chatbot to pull the status and metadata for your entire bot fleet in one command.
Automated Content Updates: Feeding bots data shouldn't be manual. Use add_url or add_qa to inject new corporate documents or FAQs directly from the chat, keeping knowledge bases current instantly.
Audit Trail Access: When a client complains, don't hunt through emails. Run list_messages to pull the full conversational history for any bot, providing immediate evidence of interaction quality.
Agency Structure Clarity: Quickly understand who has access and what they own. Use list_sub_accounts or get_sub_account to audit your entire client base's permissions.
Bot Lifecycle Control: Need a new function? Use create_chatbot to spin up an agent instantly, bypassing the need to navigate the separate web portal just for deployment.
See it in action
The Bot Needs New Facts
A marketing developer needs the Support Bot to know about a new product feature. Instead of logging into the admin dashboard, they simply tell their agent: 'Add 5 Q&As for Product X.' The agent runs add_qa, and the bot's knowledge base is updated immediately.
Checking Account Health
An agency owner needs to see if a specific client account (client-xyz) has been active or if their assigned bots are running. The agent calls get_sub_account and then list_chatbots, giving the owner a complete, verifiable status report in seconds.
Debugging an Interaction
A customer service team member gets a complaint that 'Bot B' gave wrong advice. They instruct their agent to run list_messages for Bot B and the specific user ID, pulling up the exact transcript needed to fix the issue.
Scaling Chatbot Deployment
A product manager wants to test three new versions of a bot before launch. They use list_chatbots to see what's running and then call create_chatbot three times, deploying the required agents without manual clicks.
The honest tradeoffs
Manual Content Upload
Copying a URL from a help article and pasting it into the Stammer.ai web dashboard's 'Knowledge Base' field, only to realize you forgot to add metadata or categorize it.
Use the agent with add_url. Just give the agent the link and say: 'Add this article to the support bot.' It handles the scraping and indexing for you.
Blindly Listing Bots
Running only list_chatbots and getting a list of names, but having no idea if those bots are active, configured correctly, or linked to a specific sub-account.
Always pair listing with detail retrieval. First, list_chatbots, then for the one you care about, run get_chatbot to confirm its status and configuration.
Assuming Full Access
Trying to modify user accounts or knowledge bases without first verifying which sub-accounts exist.
Start with discovery. Run list_sub_accounts and then use the returned ID with get_sub_account. This verifies you're working in the right client environment.
When It Fits, When It Doesn't
Use this server if your workflow requires programmatic management of a multi-tenant AI platform. You need to treat chatbots, knowledge bases, and user accounts like data points that can be queried, updated, or created via API calls (e.g., listing all bots, running add_qa).
Don't use this if you just want a single chatbot for one simple task. If your only goal is to chat with the bot—and manage nothing else—a simpler, direct messaging API might suffice. This server is overkill and necessary only when you are acting as an AI administrator or orchestrator of multiple bots.
Questions you might have
How do I list all chatbots using the Stammer.ai MCP Server? +
You run list_chatbots. This tool returns an index of every chatbot ID and name managed under your agency account, giving you a full roster.
What if I want to add a new FAQ using the Stammer.ai MCP Server? +
Use the add_qa tool. You provide the question and the answer directly in your prompt, and the agent injects that pair into the target chatbot's knowledge base.
Can I list all users on my agency platform? +
Yes. Run list_users. This tool gives you a comprehensive list of every user account associated with your white-label sub-accounts for auditing purposes.
How do I check the history of a specific bot? +
Use list_messages and provide the target chatbot ID. It retrieves recent chat logs, letting you see the conversation flow immediately without leaving your client.
What credentials do I need to use the `list_sub_accounts` tool? +
You must provide a valid Stammer.ai API key associated with your agency dashboard. This key grants access to all white-label sub-account details under your organizational scope.
Should I use the `add_url` tool or manually input data using `add_qa`? +
Use add_url when you have entire websites or help center sections you want to scrape and index. For specific, high-priority facts that need immediate inclusion, manual entry via add_qa is faster.
How can I check the operational status of a chatbot using `get_chatbot`? +
The get_chatbot tool returns a detailed profile including its current 'status' field. This tells you if the bot is active, paused, or undergoing maintenance.
Does the `get_sub_account` tool respect granular permission boundaries? +
Yes, the server respects your API key permissions. The data returned by get_sub_account will be limited only to sub-accounts you have been granted access to within the agency.
How do I find my Stammer.ai API Key? +
Log in to your Stammer.ai agency dashboard and you will find your unique secret API Key in the API settings or account management section.
We've already built the connector for Stammer.ai. Just plug in your AI agents and start using Vinkius.
No hosting. No infrastructure. No complex setup.
All 11 tools are live and waiting.
You're up and running in seconds.
Vinkius gives your AI agents access to the full catalog of app connectors, all fully managed, secure, and enterprise-ready. One subscription, every tool you need.
Built, hosted, and secured by Vinkius. You just connect and go.