tl;dv MCP Server
for AI Agents
Connect your AI agent to StackOne's tl;dv MCP server and give it ready-to-use MCP tools out of the box. Auth, tool execution, and security all managed.
StackOne 
Coverage
6 Agent Actions
Create, read, update, and delete across tl;dv — and extend your agent's capabilities with custom actions.
Authentication
Agent Tool Authentication
Per-user OAuth in one call. Your tl;dv MCP server gets session-scoped tokens with zero credentials stored on your infra.
Agent Auth →
Security
Agent Protection
Every tl;dv 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 tl;dv call.
Tools Discovery →What is the tl;dv MCP Server?
A tl;dv MCP server lets AI agents read and write tl;dv data through the Model Context Protocol — Anthropic's open standard for connecting LLMs to external tools. StackOne's tl;dv MCP server ships with 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 tl;dv MCP Tools
Every action from tl;dv's API, ready for your agent. Create, read, update, and delete — scoped to exactly what you need.
Meetings
- Import Meeting
Import a meeting or recording into tl;dv from a publicly accessible media URL so tl;dv can transcribe and summarize it. Runs asynchronously and returns a job id.
- List Meetings
Retrieve a paginated list of tl;dv meetings accessible to the authenticated user. Returns the meeting id needed by get_meeting, get_meeting_transcript, get_meeting_notes, and get_meeting_download_url.
- Get Meeting
Retrieve a single tl;dv meeting by its id, including organizer, invitees, duration, and metadata. Use list_meetings to find the meeting id.
Meeting Transcripts
- Get Meeting Transcript
Retrieve the full transcript of a tl;dv meeting by its id, as speaker-segmented sentences with timestamps. Use list_meetings to find the meeting id.
Meeting Notes
- Get Meeting Notes
Retrieve the AI-generated notes for a tl;dv meeting by its id — structured notes, a markdown summary, and topics. Use list_meetings to find the meeting id.
Meeting Download URLs
- Get Meeting Download URL
Get a downloadable link to the raw recording file for a tl;dv meeting by its id. The link is a temporary signed URL valid for about 6 hours.
Set Up Your tl;dv MCP Server in Minutes
One endpoint. Any framework. Your agent is talking to tl;dv 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>"
]
}
}
}Check More AI & ML MCP Servers
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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 Hundreds of Connector Builds Taught Us
MCP wraps APIs, it doesn't replace them. After building hundreds of connectors that serve both, here's when each approach wins.
14 min read
tl;dv MCP Server FAQ
Does StackOne have a tl;dv MCP server?
tl;dv MCP server vs direct API integration — what's the difference?
How does tl;dv authentication work for AI agents?
origin_owner_id.Are tl;dv MCP tools vulnerable to prompt injection?
What is the context bloat of a tl;dv agent and how do I avoid it?
Can I limit which actions my tl;dv agent can access?
Can I create custom agent actions for my tl;dv MCP server?
When should I NOT use a tl;dv MCP server?
What AI frameworks and AI clients does the StackOne tl;dv 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.