MCP servers › gg.unicum › wot-stats

MCP server · registry snapshot 2026-10-23 · last tested 2026-10-23

gg.unicum/wot-stats

World of Tanks stats for players, clans and tanks across EU, NA, and Asia. — the publisher's description

4 of 5 record checks metRead-only · tools listed 2026-10-23Topic: data-and-databases · AI-classifiedversion 0.1.0TypeScriptstreamable HTTP106 tools

Summary

gg.unicum/wot-stats is a remote MCP server listed in the official MCP registry at version 0.1.0. On 2026-10-23 ProtocolProbe connected to it in read-only mode and read its inventory: 106 tools, 0 resources and 0 prompts.

Record checks

4 of 5 record checks met · 4 do not apply

met: Registry entry is active and says how to run it
met: Source repository link opens
met: Repository is not archived
met: Code pushed to the repository in the 90 days before our check
not met: Repository publishes a security policy (SECURITY.md)
not applicable: Package names its licence with a standard (SPDX) identifier
not applicable: The version the registry lists can be installed and is not withdrawn
not applicable: npm package carries build provenance (attestation)
not applicable: No known critical or high advisory in the package or its dependencies

Not ranked by downloads: a remote server publishes no download figure
Not ranked by stars: 5 stars (ranked from 10)

From public records, not a safety rating. Each check with its reason · Is it safe to install?

Key facts

Runs: remote (hosted by the publisher)
Transport: streamable HTTP
Sign-in: none needed to open a session
Repository: public
Tools: 106
Described as changing data: 0 of 106 toolsAI-classified
Mainly works on: nothing outside itself: it only answers questionsAI-classified
Topic: data-and-databasesAI-classified
Last tested: 2026-10-23

Add to your client

How fresh this is

Live-tested: yes, a real session (not a text-only review)
Last tested: 2026-10-23
Mode: read-only (no tool calls)
Latest version: 0.1.0, published 2026-10-14 (registry, as of the 2026-10-23 snapshot)
First listed version: 2026-10-14 (earliest version still in the registry; older removed versions would be earlier)
Registry data: snapshot 2026-10-23
Package and repository: checked 2026-10-22
Engine: mcp-runtime-engine@0.1.0 · sdk@1.32.0

Changes since the last refresh

New in the registry: not in the list of 2026-10-04, listed on 2026-10-23 with version 0.1.0 (published 2026-10-14).

Source: the official MCP Registry list on 2026-10-04 and on 2026-10-23.

What it is

What does this server offer?

Observed inventory

106tools

0resources

0prompts

What it mainly works on, as our AI model read its tool descriptions: nothing outside itself: it only answers questions.

None of its 106 tools are described as changing anything.

clans_by_tagreads or searches
“Clan overview”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- tagstringrequired“Clan tag.”
clans_comparereads or searches
“Compare clans”
2 inputs, 2 required
- tagsstringrequired“Clan tags to compare (2 to 4).”
- regionstringrequired“Game server region.”
clans_languagesreads or searches
“Clan languages”
1 input, 1 required
- regionstringrequired“Game server region.”
clans_searchreads or searches
“Search clans”
2 inputs, 2 required
- qstringrequired“Search prefix.”
- regionstringrequired“Game server region.”
clans_topreads or searches
“Top clans”
8 inputs, 1 required
- periodstring
- limitstring“Maximum number of rows to return.”
- metricstring“Rating metric the leaderboard is ranked by.”
- langstring
- languagestring
- strictstring
- languagesstring
- regionstringrequired“Game server region.”
clans_by_tag_activityreads or searches
“Clan activity”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- tagstringrequired“Clan tag.”
clans_by_tag_clan_warsreads or searches
“Clan wars stats”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- tagstringrequired“Clan tag.”
clans_by_tag_membersreads or searches
“Clan members”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- tagstringrequired“Clan tag.”
clans_by_tag_previous_clansreads or searches
“Clan previous clans”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- tagstringrequired“Clan tag.”
clans_by_tag_strongholdreads or searches
“Clan stronghold stats”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- tagstringrequired“Clan tag.”
clans_by_tag_vehiclesreads or searches
“Clan vehicles”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- tagstringrequired“Clan tag.”
clans_by_tag_videosreads or searches
“Clan videos”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- tagstringrequired“Clan tag.”

Show 88 more tools

clans_search_ndjsonreads or searches
“Search clans (streamed)”
2 inputs, 2 required
- qstringrequired“Search prefix.”
- regionstringrequired“Game server region.”
clans_stronghold_topreads or searches
“Stronghold clan leaderboard”
4 inputs, 1 required
- tierstring“Stronghold mode/tier (default t10).”
- sortstring“Ranking column (default sr).”
- periodstring“Window the stats are computed over: the last 24 hours, 7 days, 30 days, or all-time (default overall).”
- regionstringrequired“Game server region.”
glossaryon 2 other serversreads or searches
“Glossary”
2 inputs
- categorystring
- languagestring
glossary_by_slugreads or searches
“Glossary term”
2 inputs, 1 required
- languagestring
- slugstringrequired“Term slug, e.g.”
glossary_anchorsreads or searches
“Glossary anchors”
1 input
- languagestring
glossary_searchon 1 other serverreads or searches
“Search the glossary”
2 inputs, 1 required
- qstringrequired“Search prefix.”
- languagestring
mapsreads or searches
“Maps”
1 input, 1 required
- regionstringrequired“Game server region.”
maps_by_slugreads or searches
“Map detail”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Map slug (e.g.”
maps_changesreads or searches
“Map changes feed”
1 input, 1 required
- regionstringrequired“Game server region.”
maps_ratingsreads or searches
“Map community ratings board”
1 input, 1 required
- regionstringrequired“Game server region.”
maps_searchon 2 other serversreads or searches
“Search maps”
2 inputs, 2 required
- qstringrequired“Search prefix.”
- regionstringrequired“Game server region.”
maps_by_slug_historyreads or searches
“Map changes history”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Map slug (e.g.”
maps_by_slug_ratingsreads or searches
“Map community rating”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Map slug (e.g.”
maps_by_slug_videosreads or searches
“Map videos”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Map slug (e.g.”
maps_ratings_minereads or searches
“My map ratings”
1 input, 1 required
- regionstringrequired“Game server region.”
maps_search_ndjsonreads or searches
“Search maps (streamed)”
2 inputs, 2 required
- qstringrequired“Search prefix.”
- regionstringrequired“Game server region.”
maps_by_slug_ratings_mereads or searches
“My rating of this map”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Map slug (e.g.”
oggenerates content
“Generic OG card”
2 inputs
- titlestring“Card title.”
- subtitlestring“Card subtitle.”
og_clans_by_taggenerates content
“Clan OG card”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- tagstringrequired“Clan tag.”
og_clans_comparegenerates content
“Clans comparison OG card”
2 inputs, 2 required
- tagsstringrequired“Clan tags to compare (2 to 4).”
- regionstringrequired“Game server region.”
og_maps_by_sluggenerates content
“Map OG card”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Map slug (e.g.”
og_players_by_nicknamegenerates content
“Player OG card”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- nicknamestringrequired“Player nickname.”
og_players_comparegenerates content
“Players comparison OG card”
2 inputs, 2 required
- namesstringrequired“Player nicknames to compare (2 to 4).”
- regionstringrequired“Game server region.”
og_tanks_by_sluggenerates content
“Tank OG card”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Tank slug (e.g.”
og_tanks_comparegenerates content
“Tanks comparison OG card”
2 inputs, 2 required
- slugsstringrequired“Columns to compare (2 to 4).”
- regionstringrequired“Game server region.”
og_tournaments_by_idgenerates content
“Tournament OG card”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- idstringrequired“Tournament id.”
og_tournaments_by_id_team_by_teamIdgenerates content
“Tournament team OG card”
3 inputs, 3 required
- regionstringrequired“Game server region.”
- idstringrequired“Tournament id.”
- teamIdstringrequired“Team id within that tournament.”
battles_by_idreads or searches
“Battle”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- idstringrequired“The game's own battle id (`arenaUniqueID`), as digits.”
players_by_nicknamereads or searches
“Player detail”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- nicknamestringrequired“Player nickname.”
players_activityreads or searches
“Player activity by band”
2 inputs, 1 required
- windowstring“How far back an account counts as active.”
- regionstringrequired“Game server region.”
players_comparereads or searches
“Compare players”
2 inputs, 2 required
- namesstringrequired“Player nicknames to compare (2 to 4).”
- regionstringrequired“Game server region.”
players_distributionreads or searches
“Player distribution”
1 input, 1 required
- regionstringrequired“Game server region.”
players_languagesreads or searches
“Player languages”
3 inputs, 1 required
- periodstring“Leaderboard time window.”
- min_tierstring
- regionstringrequired“Game server region.”
players_marksreads or searches
“Marks of Excellence leaderboard”
5 inputs, 1 required
- limitstring“Maximum number of rows to return.”
- sortstring“Ranking column: `total` for three-mark guns across every tier, or `tier-<n>` for one tier (`tier-10`).”
- langstring
- strictstring
- regionstringrequired“Game server region.”
players_onslaughtreads or searches
“Onslaught leaderboard”
3 inputs, 1 required
- limitstring“Maximum number of rows to return.”
- seasonstring“Season event id to load (default the current season).”
- regionstringrequired“Game server region.”
players_rampagereads or searches
“Rampage leaderboard”
3 inputs, 1 required
- limitstring“Maximum number of rows to return.”
- sortstring“Ranking column (default mr).”
- regionstringrequired“Game server region.”
players_searchreads or searches
“Search players”
2 inputs, 2 required
- qstringrequired“Search prefix.”
- regionstringrequired“Game server region.”
players_topreads or searches
“Top players”
9 inputs, 1 required
- periodstring“Leaderboard time window.”
- min_tierstring
- limitstring“Maximum number of rows to return.”
- metricstring“Rating metric the leaderboard is ranked by.”
- langstring
- languagestring
- strictstring
- languagesstring
- regionstringrequired“Game server region.”
players_winrate_by_tierreads or searches
“Win rate by tier and rating band”
1 input, 1 required
- regionstringrequired“Game server region.”
battles_by_id_loadoutsreads or searches
“Battle loadouts”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- idstringrequired“The game's own battle id (`arenaUniqueID`), as digits.”
battles_by_id_replayreads or searches
“Battle replay”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- idstringrequired“The game's own battle id (`arenaUniqueID`), as digits.”
players_by_nickname_achievementsreads or searches
“Player achievements”
3 inputs, 2 required
- languagestring
- regionstringrequired“Game server region.”
- nicknamestringrequired“Player nickname.”
players_by_nickname_battlesreads or searches
“Player battles”
3 inputs, 2 required
- limitstring“Battles to return, newest first.”
- regionstringrequired“Game server region.”
- nicknamestringrequired“Player nickname.”
players_by_nickname_clanreads or searches
“Player current clan”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- nicknamestringrequired“Player nickname.”
players_by_nickname_onslaughtreads or searches
“Player Onslaught record”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- nicknamestringrequired“Player nickname.”
players_by_nickname_sessionsreads or searches
“Player sessions”
3 inputs, 2 required
- granularitystring“Bucket size for the sessions.”
- regionstringrequired“Game server region.”
- nicknamestringrequired“Player nickname.”
players_by_nickname_tanksreads or searches
“Player tanks”
3 inputs, 2 required
- modestring
- regionstringrequired“Game server region.”
- nicknamestringrequired“Player nickname.”
players_onslaught_historyreads or searches
“Onslaught season history”
2 inputs, 1 required
- seasonstring“Season event id to load (default the current season).”
- regionstringrequired“Game server region.”
players_search_ndjsonreads or searches
“Search players (streamed)”
2 inputs, 2 required
- qstringrequired“Search prefix.”
- regionstringrequired“Game server region.”
players_by_nickname_tanks_by_slugreads or searches
“Player vehicle record”
4 inputs, 3 required
- languagestring
- regionstringrequired“Game server region.”
- nicknamestringrequired“Player nickname.”
- slugstringrequired“Tank slug (e.g.”
players_by_nickname_tanks_by_slug_loadoutreads or searches
“Player vehicle loadout”
3 inputs, 3 required
- regionstringrequired“Game server region.”
- nicknamestringrequired“Player nickname.”
- slugstringrequired“Tank slug (e.g.”
servers_comparereads or searches
“Compare regions”
1 input
- rangestring“How far back the population series reads.”
server_statson 1 other serverreads or searches
“Server population”
2 inputs, 1 required
- rangestring“How far back the population series reads.”
- regionstringrequired“Game server region.”
streamers_livereads or searches
“Live streamers”
Takes no inputs.
twitch_by_login_badgesreads or searches
“Twitch chat badges”
1 input, 1 required
- loginstringrequired“Twitch channel login, e.g.”
healthon 81 other serversreads or searches
“Health check”
Takes no inputs.
rateson 3 other serversreads or searches
“Exchange rates”
Takes no inputs.
sourceson 6 other serversreads or searches
“Data sources”
Takes no inputs.
coverageon 23 other serversreads or searches
“Coverage”
1 input, 1 required
- regionstringrequired“Game server region.”
resolveon 25 other serversreads or searches
“Resolve a roster”
4 inputs, 1 required
- playersstring“Account ids.”
- clansstring“Clan ids.”
- tagsstring“Clan tags, case-insensitive.”
- regionstringrequired“Game server region.”
ratings_scalesreads or searches
“Rating colour scales”
Takes no inputs.
support_fundingreads or searches
“Funding progress”
Takes no inputs.
support_podiumreads or searches
“Supporters board”
Takes no inputs.
search_resolvereads or searches
“Resolve saved search entries”
5 inputs, 1 required
- playersstring“Account ids, comma separated.”
- clansstring“Clan ids, comma separated.”
- tanksstring“Vehicle ids, comma separated.”
- mapsstring“Arena ids, comma separated.”
- regionstringrequired“Game server region.”
tanksreads or searches
“Tanks performance”
1 input, 1 required
- regionstringrequired“Game server region.”
videosreads or searches
“Community videos”
2 inputs, 1 required
- videoIdstring“Narrow to one video's battles, ordered by timestamp.”
- regionstringrequired“Game server region.”
ratings_minereads or searches
“My ratings”
1 input, 1 required
- regionstringrequired“Game server region.”
tanks_by_slugreads or searches
“Tank performance”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Tank slug (e.g.”
tanks_changesreads or searches
“Tank changes feed”
1 input, 1 required
- regionstringrequired“Game server region.”
tanks_comparereads or searches
“Compare tanks”
2 inputs, 2 required
- slugsstringrequired“Columns to compare (2 to 4).”
- regionstringrequired“Game server region.”
tanks_economicsreads or searches
“Tanks economics”
1 input, 1 required
- regionstringrequired“Game server region.”
tanks_marks_of_excellencereads or searches
“Tanks Marks of Excellence”
1 input, 1 required
- regionstringrequired“Game server region.”
tanks_marks_of_masteryreads or searches
“Tanks Marks of Mastery”
1 input, 1 required
- regionstringrequired“Game server region.”
tanks_ratingsreads or searches
“Community ratings board”
1 input, 1 required
- regionstringrequired“Game server region.”
tanks_searchreads or searches
“Search tanks”
2 inputs, 2 required
- qstringrequired“Search prefix.”
- regionstringrequired“Game server region.”
tanks_specificationsreads or searches
“Tanks specifications”
1 input, 1 required
- regionstringrequired“Game server region.”
videos_editablereads or searches
“A suggestion, as its form”
3 inputs, 2 required
- idstringrequired“The suggestion to read back.”
- tokenstring“Signed moderator link, from the moderation channel.”
- regionstringrequired“Game server region.”
videos_minereads or searches
“My queued videos”
1 input, 1 required
- regionstringrequired“Game server region.”
tanks_by_slug_detailreads or searches
“Tank detail”
3 inputs, 2 required
- clientstring“Which game client to read the vehicle's characteristics from.”
- regionstringrequired“Game server region.”
- slugstringrequired“Tank slug (e.g.”
tanks_by_slug_economicsreads or searches
“Tank economics”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Tank slug (e.g.”
tanks_by_slug_historyreads or searches
“Tank changes history”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Tank slug (e.g.”
tanks_by_slug_marks_of_excellencereads or searches
“Tank Marks of Excellence”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Tank slug (e.g.”
tanks_by_slug_marks_of_masteryreads or searches
“Tank Marks of Mastery”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Tank slug (e.g.”
tanks_by_slug_ratingsreads or searches
“Tank community rating”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Tank slug (e.g.”
tanks_by_slug_similarreads or searches
“Similar tanks”
3 inputs, 2 required
- limitstring“How many matches to return.”
- regionstringrequired“Game server region.”
- slugstringrequired“Tank slug (e.g.”
tanks_by_slug_specificationsreads or searches
“Tank specifications”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Tank slug (e.g.”
tanks_by_slug_videosreads or searches
“Tank videos”
2 inputs, 2 required
- regionstringrequired“Game server region.”
- slugstringrequired“Tank slug (e.g.”
tanks_search_ndjsonreads or searches
“Search tanks (streamed)”
2 inputs, 2 required
- qstringrequired“Search prefix.”
- regionstringrequired“Game server region.”

Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. The first 100 of 106 tools are listed. Read 2026-10-23.

How well are its tools described?

Features #4 and #5

How clearly this server's own tool descriptions say what a tool does, and how consistent its tool list is. The first part is an AI model's yes/no reading of each description; the second part is counted. We do not turn it into a grade.

Descriptions

AI reading of each description

Says what the tool does: 100% of 106 tools
Says what it returns: 61% of 66 tools
States limits, defaults or errors: 6% of 104 tools
Says when to use it: 0% of 106 tools
Items covered per tool: 1.4 of 4 on average

Counted from the listing

Parameters with a description: 90% of 218
Tools with a description: 100% of 106
Typical description length: 17 characters

The tool set

Counted from the listing

Tools: 106
Size of the list: about 10,471 tokens for an agent to load (characters ÷ 4)
Naming: 93 of 106 names use snake_case

AI reading: easy to mix up

No pair found.

The AI items cover 106 of 106 tools: for a tool where two differently worded runs disagreed, that item is left out. They were not checked by hand, and no tool was called. “Easy to mix up” means two tools whose names or descriptions overlap without saying how they differ; the AI found none, comparing tools within groups of 40. We do not rate whether the tool set is complete or whether side effects are spelled out, because our AI reading of those was not reliable enough.

How do I add it to my client?

Config from the registry entry

From the remote endpoint (Streamable HTTP)

We connected to this URL on 2026-10-23 (a read-only session: no tool was called).

Add to CursorAn install link in the format Cursor documents, holding the Cursor config below.

Claude Desktop or claude.ai

Settings → Connectors → Add custom connector, then paste:
https://unicum.gg/api/mcp

Cursor · .cursor/mcp.json in a project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "wot-stats": {
      "url": "https://unicum.gg/api/mcp"
    }
  }
}

VS Code · .vscode/mcp.json

{
  "servers": {
    "wot-stats": {
      "type": "http",
      "url": "https://unicum.gg/api/mcp"
    }
  }
}

VS Code (command line) · Bash or zsh terminal (macOS, Linux)

code --add-mcp '{"name":"wot-stats","type":"http","url":"https://unicum.gg/api/mcp"}'

Claude Code

claude mcp add --transport http wot-stats https://unicum.gg/api/mcp

Try it in the MCP Inspector · runs on your machine, opens in your browser · Node 22.19+

npx @modelcontextprotocol/inspector@2.11.0 --server-url https://unicum.gg/api/mcp --transport http

The server runs on the operator's infrastructure; it may ask you to sign in when you first connect.
The MCP Inspector lists the server's tools, resources and prompts; a tool you call there runs for real.

Built from the server's registry entry with each client's documented format (checked 2026-10-14; the Cursor link and the VS Code command 2026-10-19; the MCP Inspector command 2026-10-21). Values in < > are yours to fill in; this page never contains a key. Where the server needs a setting the entry does not declare, it can still fail to start.

Does the registry listing match what we found?

Feature #6

The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.

Registry says	We found	Result	Source · date
Remote endpoint unicum.gg/api/mcp	Session opened	matches	our test · 2026-10-23
No credential declared as required	Opened a session without any credential	matches	our test · 2026-10-23
Repository github.com/unicum-gg/unicum.gg	Opens publicly	matches	api.github.com · 2026-10-22

Who made it?

Feature #7 · lineage

Facts about the publisher. We do not turn them into a trust score.

Namespace: gg.unicum
GitHub owner: an organization (unicum-gg)

Repository: github.com/unicum-gg/unicum.gg
Stars: 5
Repository age: 91–180 days
Last push: 0–30 days ago
Archived: no
Security policy: none found (we looked for SECURITY.md in the repository and in its owner’s .github repository)

Source: the registry entry and api.github.com · 2026-10-22; security policy read from GitHub · 2026-10-23.

Publish this server? Run these checks against it yourself before release, from your own machine: a server the command starts, or your own server at its URL after a one-time proof that you control it: npx protocolprobe-selftest.

Choosing

Record checks

Public records · not a safety rating

4 of 5 record checks met · 4 do not apply

Not ranked by downloads: a remote server publishes no download figure
Not ranked by stars: 5 stars (ranked from 10)

MetRegistry entry is active and says how to run itActive, with a package or a remote address.
MetSource repository link opensThe linked GitHub repository is public.
MetRepository is not archivedNot archived.
MetCode pushed to the repository in the 90 days before our checkLast push 0-30 days before our check.
Not metRepository publishes a security policy (SECURITY.md)No SECURITY.md in the places GitHub reads it from.
Does not applyPackage names its licence with a standard (SPDX) identifierRemote server: it ships no package.
Does not applyThe version the registry lists can be installed and is not withdrawnRemote server: it ships no package.
Does not applynpm package carries build provenance (attestation)Remote server: it ships no package.
Does not applyNo known critical or high advisory in the package or its dependenciesRemote server: it ships no package.

Read from public records only: the registry entry, npm/PyPI, GitHub and advisory databases, checked 2026-10-22. No tool was called. Only “met” and “not met” are counted, so the total differs between servers; a check that does not apply or that we could not run is listed, never counted against it. It is not a safety rating. How each check works · Leaderboards

Common questions about gg.unicum/wot-stats

Answered from the data above

Is gg.unicum/wot-stats safe to install?

We do not rate servers as safe or unsafe. 4 of its 5 applicable record checks are met (facts from public records, each listed on this page). What the records show: Its source repository opens publicly. Its repository had a push in the last 90 days. These are facts with their sources on this page, not a safety guarantee, and we did not run its tools.

Does gg.unicum/wot-stats need an API key or sign-in?

It opened a session without any credential on 2026-10-23. The registry entry declares no required credential; no declaration is not a guarantee.

Has gg.unicum/wot-stats been security tested?

Partly. 2 of the 14 checks that apply to it were exercised. We connected and read what the server declares, but did not call its tools: ProtocolProbe calls no server's tools for anything it publishes. This is our choice, not a block by the server. No security verdict is published before verification.

What can gg.unicum/wot-stats do?

It lists 106 tools. In our AI model's reading of their descriptions (two runs had to agree, nobody checked it by hand), they include tools that read or search and generate content. We did not call any tool, so this describes the text, not the behaviour.

Can gg.unicum/wot-stats change or delete data?

None of its 106 tools is described as changing anything (our AI model's reading of the descriptions; nobody checked it by hand). We did not call any tool.

Does gg.unicum/wot-stats publish a security policy?

We found no SECURITY.md in its repository (root, .github/ or docs/) or in its owner's .github repository.

Where is the source code of gg.unicum/wot-stats?

In github.com/unicum-gg/unicum.gg, which opens publicly.

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Compare with another server

Side by side: registry entry, our read-only session, the tools and the 18 classification fields. Same values as each page; no score.

Security testing

What did we test, and what did we leave out?

18 checks · features #1, #2

Not probed (we call no server's tools)

We connected and read what the server declares, but did not call its tools: ProtocolProbe calls no server's tools for anything it publishes. This is our choice, not a block by the server. No security score is given; a check we did not run is never counted as passed.

The 18 checks at a glanceour test · 2026-10-23

Inventory: exercised
Hidden instructions: exercised
Real execution: not run · our policy
Secret leak: not run · nothing to check it against
Internal addresses: not run · our policy
Unconfirmed changes: not run · our policy
Bad input: not run · our policy
Model requests: not run · nothing to check it against
Sensitive questions: not run · nothing to check it against
Folder boundary: not run · our policy
Log leaks: not run · nothing to check it against
Hidden content: not run · nothing to check it against
Fake assistant turns: not applicable
Token passthrough: not applicable
Token audience: not applicable
Sign-in redirect: not run · our policy
Consent handling: not testable from outside
Sign-in metadata: not applicable

2 exercised12 not run (reason given)4 not applicable

Each check ends in exactly one state: exercised, not run (with the reason), or not applicable (with the reason). 2 of the 14 checks that apply to it were exercised. We do not publish security-check outcomes for named servers.

Exercised · 2

1Inventory
tool-listReads the declared tools, resources and prompts.exercised
2Hidden instructions
description-poisoningLooks for hidden instructions in tool descriptions.exercised

Not run, with the reason · 12

3Real execution
real-executionCalls a tool and checks what really happens.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
4Secret leak
canary-leakPlants a fake secret and checks whether it leaks.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
5Internal addresses
ssrfChecks whether a tool can be steered to internal addresses.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
6Unconfirmed changes
write-without-confirmationChecks whether tools that change data act without asking.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
7Bad input
error-handlingSends bad input and watches how the server answers.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
8Model requests
samplingChecks whether the server asks the client's model to act for it.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
9Sensitive questions
elicitation-sensitive-dataChecks whether the server asks users for sensitive data.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
10Folder boundary
root-boundaryChecks whether the server reaches outside the folders it was given.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
11Log leaks
logging-side-channelChecks whether log messages carry data they should not.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
12Hidden content
audience-hidingChecks resources that hide content from the user.This check needs content the server returns, and nothing was read or called.not run · nothing to check it against
16Sign-in redirect
open-redirectChecks the sign-in redirect for abuse.Testing the sign-in redirect means sending probes to the operator's sign-in service, which we do not do.not run · our policy
17Consent handling
confused-deputyChecks consent handling when one service acts for another.Depends on the operator's own consent screen, which differs per server and cannot be tested from outside.not testable from outside

Does not apply to this server · 4

13Fake assistant turns
fake-assistant-turnChecks prompts that pose as the assistant's own words.The server exposes no prompts.not applicable
14Token passthrough
token-passthroughChecks whether the server forwards a user's token to other services.The server opened a session without sign-in, so there is no token flow to check.not applicable
15Token audience
token-audience-validationChecks whether tokens meant for another service are accepted.The server opened a session without sign-in, so there is no token flow to check.not applicable
18Sign-in metadata
oauth-url-schemeChecks the published sign-in metadata for unsafe URLs.No sign-in (OAuth) metadata is published, so there are no sign-in addresses to check.not applicable

Source: our own test, 2026-10-23, mcp-runtime-engine@0.1.0. Which checks count and why follows our published scoring model.

What happened during the test?

Feature #8

The steps in order, as the test record holds them.

0 msStarted a read-only session with the server's remote endpoint
1,362 msConnected after 0 redirects. No credential was sent or needed.
Read the inventory: 106 tools, 0 resources, 0 prompts.
8,324 msFinished: 2 checks exercised.

Reference

How is it classified?

18 fields

One value per field, each with its source. Fields written by AI models are marked. A field with no value says why.

TopicAI-classified

data-and-databases

AI-classified · 2026-10-23

Pricing modelAI-classified

not known (our limit)

We could not fetch the website with a plain request. This is our limit, not the site's.

Programming language

TypeScript

api.github.com · 2026-10-23

Hosting type

remote (hosted by the publisher)

registry · 2026-10-23

MCP capability

tools

our test · 2026-10-23

Transport

streamable HTTP

registry · 2026-10-23

Required credentials

none declared

registry · no declaration is not a guarantee

Package registry

does not apply

remote-only server: no package is shipped, so there is no package registry

Freshness

0–30 days

registry updatedAt · 2026-10-23

Lifecycle status

active

registry · 2026-10-23

License class

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Integrity hash

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Signature / provenance

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Dependency advisories

does not apply

ships no package, so there are no dependencies to audit

Popularity

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Publisher signals

owner: an organization · repository age: 91–180 days · stars: 0–9

api.github.com · 2026-10-22

Maintenance

active

api.github.com · 2026-10-22

Environment

the publisher's infrastructure

where it runs, from the hosting type

“Not stated” means the source did not state it; “does not apply” means it does not apply to this kind of server; “our limit” means our own lookup failed. A linked value opens the directory filtered to the same value.

Cite or correct this page

Sources and corrections

Suggested citation

ProtocolProbe. “gg.unicum/wot-stats: MCP server record.” Data checked 2026-10-23. https://protocolprobe.com/mcp/servers/gg.unicum/wot-stats

Figures are valid for the date shown. Our facts on this page are CC BY 4.0: reuse them with a link and the check date. Quoted text (the publisher’s descriptions, website quotes, tool names) is not ours to license.

As JSON: this record in the API · API documentation.

Badge for your README

[![ProtocolProbe](https://protocolprobe.com/api/v1/badge/gg.unicum/wot-stats)](https://protocolprobe.com/mcp/servers/gg.unicum/wot-stats)

It shows this server's record-check count: facts from public records, no tool called. It is not a security rating or a pass. It links here and updates after each data reload.

Something wrong, or is this yours?

If a fact here is wrong, tell us and we will re-check it. If you operate this server, you can run our checks on it yourself with the free self-test command; we call no server’s tools ourselves for anything shown here.

Write to hello@protocolprobe.com · corrections log · methodology