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AI Certificates

R0· no sign-in

Practice questions for the four Claude certifications. The assistant never sees the key.

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality88good
Trust80of 100
Uptime, 30 days100%
Latency p50714 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "practice-exams": {
      "type": "http",
      "url": "https://aicertificates.study/api/mcp"
    }
  }
}
claude mcp add --transport http practice-exams https://aicertificates.study/api/mcp
[mcp_servers.practice-exams]
url = "https://aicertificates.study/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "practice-exams": {
      "type": "remote",
      "url": "https://aicertificates.study/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "practice-exams": {
      "type": "http",
      "url": "https://aicertificates.study/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=practice-exams&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWljZXJ0aWZpY2F0ZXMuc3R1ZHkvYXBpL21jcCJ9"
}
{
  "servers": {
    "practice-exams": {
      "type": "http",
      "url": "https://aicertificates.study/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "practice-exams": {
      "httpUrl": "https://aicertificates.study/api/mcp"
    }
  }
}
extensions:
  "practice-exams":
    enabled: true
    name: "practice-exams"
    type: streamable_http
    uri: "https://aicertificates.study/api/mcp"
    timeout: 300

Quality 88 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene93 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations5 of 5 tools declare readOnlyHint or destructiveHint
  • warn
    tools.directory_hints1 of 5 tools declare all four hints; missing: get_practice_question (destructiveHint, idempotentHint); my_progress (destructiveHint, idempotentHint); open_study (destructiveHint, idempotentHint); …
  • pass
    tools.token_costabout 939 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 939 tokens to load them all · tool set d4f556119a90 · checked 2026-10-20 09:31 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 80 / 100

no-repository
provenance55
liveness100
freshness85
hygiene80

+dns-namespace +website +reachable +uptime-100% ~updated-56d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://aicertificates.study/api/mcp streamable-httpnoneyes100%714 ms2025-06-182026-10-20

Tools (5)

check_answerGrades the user's choice and returns an explanation for EVERY option, including the ones they did not pick. On this exam two options are frequently defensible and only one is credited, so the reasons the wrong options lose are the part worth teaching.
get_practice_questionread-onlyReturns one original practice question with its options and no answer key. Present it to the user and let them choose before calling check_answer. Pass every id already served in exclude_ids — this server is stateless and remembers nothing.
list_examsread-onlyThe Claude certifications covered here, with exam codes, item counts, fees and the full domain list with published weights. Call this first to get valid exam slugs.
my_progressread-onlyTheir recorded history for one exam, broken down by blueprint domain with the weakest first, plus how their misses compare with everyone else's on the same free-form questions. Call this at the start of a study session to decide what to drill, and after a run of questions to show what moved. It names the domain to pass to get_practice_question, and when their misses follow the crowd's favorite wrong answers it says to drill those with focus: "traps". Only a signed-in account has history; anonymous callers are told so rather than shown zeros.
open_studyread-onlyOpen or resume the study page for an exam, optionally focused on a domain or a sub-objective. Use this when someone asks to study rather than to be quizzed in chat: the page gives them a visible question they answer themselves, and once it is open a richer set of tools appears for reading and steering that screen. Returns the URL; a browser agent should navigate there.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "study.aicertificates/practice-exams",
  "icons": [
    {
      "src": "https://aicertificates.study/icon.svg",
      "mimeType": "image/svg+xml"
    }
  ],
  "title": "AI Certificates",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://aicertificates.study/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://aicertificates.study/mcp",
  "description": "Practice questions for the four Claude certifications. The assistant never sees the key."
}