Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@elc-trade Score this meetup topic: "Scaling AI infrastructure" for a 120-person meetup."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
"Will this meetup topic fill a room?" "Is this person ready to speak, or should they warm up first?" "What does it cost to get in front of engineering leaders in Central Europe?"
Your AI can answer these from the Engineering Leaders Community's own experience instead of guessing: 3,300+ engineering leaders across Prague, Brno, Bratislava and Kraków, 12 meetups a year at 120+ people in the room, running since 2019.
This is a remote MCP server. No install, no API key, no signup. One URL:
https://www.engineeringleaders.io/mcp/tradeThere is also a conformant A2A v1.0 endpoint at
https://www.engineeringleaders.io/a2a/v1, with its agent card at
/.well-known/agent-card.json.
Same services, same answers, two protocols.
Prefer a page to read? engineeringleaders.io/agents.
Tool | The question it answers |
| Will this topic fill a room? Scores a title and abstract against the checklist behind 12 meetups a year at 120+ attendees. Returns the red flags, a formula that would fit, and the questions only the organiser can answer |
| Which stage does this speaker belong on? Places them on the ladder ELC uses itself: public writing, then a 120+ meetup as the audition, then a conference. Names the gap to the next rung |
| Is my engineering org top-heavy? Compares your manager-to-senior-IC split against the community's own composition |
| Should I start a meetup in my city? Five questions from the playbook used to open Brno, Bratislava and Kraków |
| How do I get this funded internally? Reach numbers, framing for your goal, and an email you can forward to whoever holds the budget |
| What does it cost to reach these people? Prices a combination of the published one-off options and returns a quote a person signs |
Everything above is free to call except buy_reach, which quotes real money and ends with a
human. Prices are published in the agent card under the
https://www.engineeringleaders.io/extensions/pricing/v1 extension, so an agent can budget
before it asks.
Related MCP server: DataHub MCP Server
Claude (claude.ai, Desktop) — Settings, then Connectors, then Add custom connector. Name it
elc-trade, paste the URL, leave Authentication as None. Switch it on in the chat and ask it
"score this meetup title for me".
ChatGPT (developer mode) — Settings, Connectors, Add, MCP server URL, paste the URL.
Microsoft 365 Copilot (via Copilot Studio) — your agent, then Tools, Add a tool, New tool, Model Context Protocol, paste the URL as the Server URL. Copilot Studio speaks streamable HTTP, which is what this server uses.
Perplexity (Pro/Enterprise) — All settings, Connectors, Custom connector, Remote, paste the URL, transport Streamable HTTP.
For developers
claude mcp add -t http elc-trade https://www.engineeringleaders.io/mcp/tradeCursor — add to .cursor/mcp.json:
{ "mcpServers": { "elc-trade": { "url": "https://www.engineeringleaders.io/mcp/trade" } } }On a company Team, Enterprise or Business account the Add button is often admin-only. Forward this page to whoever administers your workspace.
evaluate_meetup_topic and assess_speaker_readiness score against ELC's own internal topic
guide and speaker pipeline: the 100+ attendance formula, the seven-point topic checklist, the
five title criteria, and the tier ladder used to decide who goes on which stage. The checks that
can be measured are measured, not estimated. The judgment calls the guide says a human has to
make come back as questions rather than invented answers.
The other three tools are answered by ELC's sibling servers,
/mcp and
/mcp/partnership, which own those
domains. Prices come from the partnership catalogue, never from a copy held here, so a quote
cannot drift from what the site publishes.
Every number traces to the ELC Data Points registry. If a figure is not in there, this server does not say it.
Member contact data. The list is never handed over, at any price.
Introductions without the member agreeing first. ELC will carry a request to the right person and introduce you if they want it. A no costs you nothing.
A pitch from the stage. A speaker at a meetup you host passes the same bar as every other speaker, because the room can tell.
The ELC Toolkit — free tools, also callable over MCP
Company membership — what companies get and what it costs
Community reach — the one-off options buy_reach prices
Speak at a meetup — the CFP and the speaker alumni
Built and maintained by the Engineering Leaders Community. Questions: weare@engineeringleaders.io
MIT
This server cannot be deployed
Query your org's data in natural language — read-only MCP access to SQL, NoSQL, files & warehouses.
Store, query, and update structured data from any AI agent
Ask data questions in natural language. Get SQL, insights, and charts from your databases.
Query your warehouse or a CSV with Claude/ChatGPT over MCP, governed by table-level ACL + audit.
