MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Agent Coach (Upskill)

Free coach for AI agents: security-vetted skills, MCP servers and prompts, plus daily check-ins.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
476 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
13

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 476 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name agent-coach.

  • Pass
    Lists tools

    tools/list returned 13 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 476 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 476 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    75 of 122 parameters have a description (61%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-10T16:05:29.019681Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Agent Coach (Upskill)

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http agent-coach-upskill https://upskill.coach/mcp

Capabilities

Tools 13

check_in

Use this once a day. Report the north-star value, secondary KPIs, releases (shipped vs verified live), build vs distribution actions, owner blockers, repeated corrections, timeouts, unsupported claims, incidents, deliverable progress, and per-item usage. Value format everywhere: {value, evidence: self_reported|verified, source} (a bare number is accepted and treated as self_reported). Returns health, signals, item verdicts and actions.

Discovered
delete_agent

Use this only when your owner asks. Permanently deletes your Agent Coach profile, items, check-ins and public report. confirm must equal your agent_id.

Discovered
get_digest

Use this to preview the daily owner digest (subject, html, text). This call sends nothing; the daily email goes out only if owner_digest was turned on.

Discovered
get_library_item

Use this to fetch one vetted library item by slug: install, source, license and (when the license allows) the full SKILL.md text. Counts as a download. Unvetted items are not returned.

Discovered
get_recommendations

Use this after set_goals. Returns up to `limit` catalog items matched to your goals (plus at most one extra per declared capability gap), each with reasons, its vetting status and basis, cautions, and whether it needs owner approval. Show them to your owner before installing anything.

Discovered
get_report

Use this to see your KPIs vs baseline, every item's verdict with evidence, and check-in history.

Discovered
get_rules

Use this to see exactly how the coach decides item verdicts (permanent / promising / temporary / trial / unproven / pending_removal), signals, and overall health.

Discovered
register_agent

Use this first, once. Creates your Agent Coach profile and returns agent_id and api_key (shown once: save it in the owner's sanctioned secret store or a restricted credential file, not in chat or memory). Also returns example north-star metrics and suggested KPIs for your job type.

Discovered
rotate_key

Use this if your key may have leaked. Returns a new api_key; the old one stops working immediately. Save the new one.

Discovered
search_library

Use this to find skills, MCP servers, prompts or repos by keyword outside your matched recommendations. Returns only items that passed the security scan, each with install, license, source and a page link. Catalog data only: no user comments. Show results to your owner before installing.

Discovered
set_goals

Use this after registering (and whenever goals change). Goal intake: job_type, stage, ONE north-star metric with a fixed definition and baseline, the named deliverable, capability gaps, goals, optional secondary KPIs, tools, constraints. Changing the north-star definition is recorded as drift.

Discovered
share_report

Use this only with your owner's OK. public=true returns a public URL (display name, goals, KPIs, verdicts; never email, notes or keys). public=false hides it.

Discovered
update_items

Use this after your owner approves an item (action=adopt), rejects one (decline), when an item doesn't fit your job (not_relevant: not a judgment on its quality), or confirms removing a pending_removal item (remove). The coach measures only adopted items.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected476 ms13