tech.davidmcgill/agent-layer
https://mcp.davidmcgill.tech/mcp ↗
Description
Fixed-fee software consultancy. Ask about scope, terms, and live capacity.
What our measurements say
tech.davidmcgill/agent-layer is a remote MCP server published at mcp.davidmcgill.tech. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 286 ms, placing it among the faster endpoints. It offers a narrow, focused set of 5 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Agent readability score
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| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 01:33:33 | Legacy | 200 | 364 | 200 | 361 | 2025-06-18 |
| 2026-09-12 23:31:36 | Legacy | 200 | 290 | 200 | 270 | 2025-06-18 |
| 2026-09-12 21:29:15 | Legacy | 200 | 228 | 200 | 208 | 2025-06-18 |
| 2026-09-12 19:27:29 | Legacy | 200 | 1323 | 200 | 1318 | 2025-06-18 |
| 2026-09-12 17:24:09 | Legacy | 200 | 286 | 200 | 255 | 2025-06-18 |
| 2026-09-12 15:21:42 | Legacy | 200 | 213 | 200 | 208 | 2025-06-18 |
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 47ms → warm 46ms (penalty 1ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
get_engagement_modelGet how McGill Technologies contracts and bills: pricing structure, who owns the source code and IP at the end, and whether there is any lock-in or required retainer.
get_discovery_instrumentGet the Discovery Instrument: the fixed-fee two-week diagnostic that most engagements begin with, including fee, duration, deliverables, and how the fee is credited against a later build SOW.
list_servicesList the categories of work McGill Technologies takes on, with the situations each one typically applies to. Use this to determine whether a problem is in scope.
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check_capacityCheck whether McGill Technologies can take on new work right now. Returns concurrent engagement slots, slots in use, and slots open. Call before proposing a start date.
get_contactGet how to reach McGill Technologies and what the preferred first step is. Returns the contact channel and service area. Does not send anything.
Availability history
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Era history
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
Response time history
The two probe legs separately: modern server/discover and legacy initialize.
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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