https://www.engineeringleaders.io/mcp/trade ↗
Score a meetup topic, place a speaker on the right stage, price community reach. ELC data.
io.engineeringleaders/elc-trade is a remote MCP server published at www.engineeringleaders.io. It has been probed 17 times since 9/12/2026. It answered in 17 of them (100.0%), a near-uninterrupted record. Median response time is 675 ms, a delay an agent will notice. It offers a narrow, focused set of 8 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
get_more_tools — Name is too generic; unclear when to use it vs. 'get_started'.buy_reach — Parameter 'oneoff_ids' lacks explanation of valid values.benchmark_leadership_ratio — Description doesn't clarify when to use it (e.g., specific org size thresholds).assess_speaker_readiness — Multiple optional parameters (e.g., 'has_recording') lack default behavior guidance.tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
get_more_toolsCheck for additional specialised capabilities whenever your task might benefit from them. Also the right tool for a bare greeting or a liveness test — pass it as `context` and this returns the menu instead of a dead end.
contextstringget_startedSTART HERE for a greeting (hi, hello), a connectivity or liveness test, 'what can you do', or any question too general to match a specific tool. Also the right call when the caller is a person rather than a company: ELC membership is free for engineering leaders and this says so. Pass their message as `context` and it routes to the tool that fits, or returns the full menu.
contextstringbuy_reachAnswers 'how do we get in front of 3,300+ CEE engineering leaders, and what does it cost?' Builds a cart from ELC's nine published one-off reach items — newsletter section, dedicated newsletter, hosted meetup, podcast episode, decision-maker dinner, community survey, demo session, LinkedIn post, job listing — applies the published combo discount, and returns a decision-ready quote a human can sign.
oneoff_idsarraybudget_eurnumbercontextstringrequiredbenchmark_leadership_ratioAnswers 'what shape is my engineering org, and what should I ask about it?' Returns your manager-versus-senior-IC percentages and the resulting span (1 manager per N senior ICs), plus the question that shape usually raises. ELC's own community composition is shown alongside as context only — different denominator, so no delta and no score is computed against it.
managersintegersenior_icsintegercontextstringrequiredassess_community_launch_readinessAnswers 'should I start an engineering-leadership meetup here?' A five-question readiness check taken from ELC's own new-city launch playbook — the one actually used to open Brno, Bratislava and Kraków — returning a verdict plus the specific gaps still open.
answersobjectcontextstringrequiredbuild_partnership_business_caseAnswers 'how do I justify a community partnership budget internally?' Returns real reach numbers, the deliverables that serve the stated goal, where a proposed budget lands on the published ladder, and a forwardable approval email. Goals: hiring, brand_awareness, product_feedback, thought_leadership, people_development (developing your own engineering leaders — mentoring, Academy seats, the peer network). Set buying_for=individual if you are a person rather than a company: ELC membership is free for engineering leaders and no business case is needed.
goalstringbuying_forstringcompany_namestringproposed_budget_eurnumberapprover_namestringsender_namestringcontextstringrequiredevaluate_meetup_topicAnswers 'will this topic fill a room?' Scores a proposed engineering-leadership meetup title and abstract against ELC's own topic-selection criteria — the ones behind 12 meetups a year at 120+ attendees since 2019 — and returns the specific failure modes, the title formulas that would fit, and the questions only the organiser can answer.
titlestringabstractstringaudiencestringcontextstringrequiredassess_speaker_readinessAnswers 'is this person ready to speak, and what will go wrong if they are not?' Checks a proposed speaker and talk against ELC's speaker vetting process — seven years of putting people in front of 120+ engineering leaders — and returns a readiness verdict with the specific gaps to close before the event.
talk_titlestringspeaker_backgroundstringprior_talksintegerhas_dry_runbooleanhas_recordingbooleanwrites_publiclybooleancontextstringrequiredDerived by comparing consecutive probes — changes in era, protocol version, build and reachability.
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[](https://mcpmetrics.io/servers/io-engineeringleaders-elc-trade)<a href="https://mcpmetrics.io/servers/io-engineeringleaders-elc-trade"><img src="https://mcpmetrics.io/badge/io.engineeringleaders/elc-trade/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
Sign up free to seeThe catalog entries whose name and description are closest to this one, found with the same index the search box uses.
Build and price an ELC community partnership: match, customize, 12-month plan, 16% AI discount.
Leadership-ratio benchmark, partnership ROI builder, community-launch readiness test. ELC data.
Community preview of HuaweiCloud DevKit MCP server (official: io.github.huaweicloud)
Premium agentic endpoint for ai-right-to-opt-out-gate-mcp.
Premium agentic endpoint for amazon-price-tracker-mcp.
Check if a collectible's price is FAIR/OVER/SCALPED vs the current retail median across shops.
| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-14 00:19:26 | Legacy | 400 | 234 | 200 | 675 | 2025-11-25 |
| 2026-09-13 22:17:36 | Legacy | 400 | 395 | 200 | 916 | 2025-11-25 |
| 2026-09-13 21:01:02 | Legacy | 400 | 396 | 200 | 1031 | 2025-11-25 |
| 2026-09-13 18:57:30 | Legacy | 400 | 429 | 200 | 1128 | 2025-11-25 |
| 2026-09-13 16:52:42 | Legacy | 400 | 316 | 200 | 1032 | 2025-11-25 |
| 2026-09-13 14:49:35 | Legacy | 400 | 443 | 200 | 898 | 2025-11-25 |
| 2026-09-13 12:47:19 | Legacy | 400 | 278 | 200 | 1026 | 2025-11-25 |
| 2026-09-13 10:45:14 | Legacy | 400 | 414 | 200 | 1276 | 2025-11-25 |
| 2026-09-13 08:43:04 | Legacy | 400 | 376 | 200 | 773 | 2025-11-25 |
| 2026-09-13 06:40:42 | Legacy | 400 | 298 | 200 | 807 | 2025-11-25 |
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
The two probe legs separately: modern server/discover and legacy initialize.
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