mcp-registry/coach.marian/eng-leadership-toolkit · v1.7.1
Also listed as glama/marian-kamenistak/eng-leadership-toolkit
Verdict. Marian Eng Leadership Toolkit MCP server answered 99.89% of Glimind's liveness checks over 30 days, better than 29% of MCP servers, with 1663 ms median handshake and 9 outages in 90 days. Its agent-readiness grade is A (99/100) across 11 tools, costing an agent about 3,922 tokens to load. Checked every few minutes; no tool is ever called.
Data as of .
| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 99.89% | 29% of MCP servers |
| Median handshake latency | 1663 ms | 9% of MCP servers |
| p95 handshake latency | 3861 ms | — |
| Checks in 30 days | 4,957 | — |
| Outages, 90 days | 9 | — |
| Median recovery | 2 min | — |
| Agent-readiness score | 99/100 (A) | 93% of MCP servers |
| Tools | 11 | — |
| Tool-list size for an agent | ~3,922 tokens | 41% of MCP servers |
| Days observed | 29 | — |
As of 2026-10-26 21:32 UTC, the Marian Eng Leadership Toolkit MCP server is up with a Glimind reliability score of 86/100 (grade B). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 9 outages in 90 days, with a median recovery of 2 minutes.
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3,662 sessions.
Claude Code
claude mcp add --transport http marian-eng-leadership-toolkit-mcp-server https://www.marian.coach/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"marian-eng-leadership-toolkit-mcp-server": {
"type": "http",
"url": "https://www.marian.coach/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
Handshake + tools/list takes ~1,636 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/coach.marian/eng-leadership-toolkit"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/coach.marian/eng-leadership-toolkit"}) over MCP.
build_mentoring_business_case ~900 tokenscalculate_engineering_manager_value ~494 tokensestimate_coaching_cost ~473 tokenscalculate_developer_value ~385 tokensassess_team_lead_readiness ~342 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fcoach.marian%2Feng-leadership-toolkit?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcoach.marian%2Feng-leadership-toolkit?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcoach.marian%2Feng-leadership-toolkit.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcoach.marian%2Feng-leadership-toolkit.svg :target: https://glimind.com/server/mcp-registry%2Fcoach.marian%2Feng-leadership-toolkit?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:bbe35cb509a94316…, first seen 2026-10-17, included at leaf 6779 of 75,557. Version history · verify what your client received.
Compare: most reliable knowledge servers · most reliable productivity servers · most reliable data servers · most reliable other servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-26 21:32 UTC, the Marian Eng Leadership Toolkit MCP server is up with a Glimind reliability score of 86/100 (grade B). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 9 outages in 90 days, with a median recovery of 2 minutes.
Marian Eng Leadership Toolkit MCP server advertises 11 tools, including assess_team_lead_readiness, build_mentoring_business_case, calculate_developer_value, calculate_engineering_manager_value, choose_mentor_coach_or_advisor.
Point your MCP client at this streamable-http endpoint: https://www.marian.coach/mcp
Glimind scanned all 11 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.