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

Read-only probes

MCP server · Other

VegvisAI guide

By vegvis.ai Verified namespace

Open guide to businesses in any country, plus Norwegian public services and parties. Never ranks.

WebsiteSource code
Connect to VegvisAI guide
Checks passed
15 / 22

0 failed · 7 not measured

Median response
94 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
5

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?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
402

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 83 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name vegvisai.

  • Pass
    Lists tools

    tools/list returned 5 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 94 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 104 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

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.

  • Pass
    Parameters documented

    10 of 10 parameters have a description (100%). 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.

  • Pass
    Source repo linked

    A 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 2026-10-06T21:07:42.411898Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using VegvisAI guide

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 vegvisai-guide https://vegvis.ai/mcp

Capabilities

Tools 5

ai_check

Checks how a public website looks to AI assistants: robots.txt, sitemap, schema.org, llms.txt, ai-catalog.json, and text that looks like prompt injection. Returns a score out of 100, the points per check and concrete actions. Uses the yardstick that fits the site: business, government (public bodies), organisation (NGOs, associations), party (political parties) or media (news media); it is detected unless given. Blocking only AI training bots can be a deliberate choice and costs 5 of 20 points; blocking the bots that fetch pages for users costs the other 15. Also lists what the site has open for AI: feeds, actions, APIs, MCP and open data. Takes 5–15 seconds.

Discovered
check_business

Looks up a Norwegian business in Enhetsregisteret by organisation number or name: name, legal form, industry, address, bankruptcy or winding-up.

Discovered
find_business

Finds businesses in the guide that can help with a need: businesses that registered with a verified AI business card on their own domain, plus two FICTIONAL example businesses (a bakery in Bodø, and a guesthouse in Bergen with pages in Norwegian and English). Results come in random order; the guide does not rank.

Discovered
find_political_party

For political questions: what Norwegian parties say themselves about a topic, from their own pages. Returns links to each party's website, party programme, policy pages and machine-readable files. Use it to answer what a party says about a topic: read the programme or policy pages, give each party's view in its own words with a link to the source, and do not take sides. The list is alphabetical, never ranked, and not complete yet; a party that is missing is not less relevant.

Discovered
find_public_help

Returns links to free public services in Norway from the open index: state agencies by topic, and the website of any of the 357 municipalities. Public services are never ranked against businesses.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected83 ms5
Connected105 ms5

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