# io.github.Argo-RPG-Platform/argo-mcp: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.Argo-RPG-Platform%2Fargo-mcp/versions/latest)
- Connected to: https://mcp.argo.games/mcp
- Homepage: https://app.argo.games/docs/mcp
- Repository: https://github.com/Argo-RPG-Platform/MCP
- Scoring rules: v2
- Tools: 65
- Average: 54.3 / 100 (Cloudy)
- Near-identical pairs: 12

This page shows how io.github.Argo-RPG-Platform/argo-mcp's tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Major: 65 tools. Above 40, models choose less accurately.

## Tools

- `update_journal_mnemons`: 29 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].title, items[].visibility, items[].tags, items[].date, items[].sessionNumber, items[].involvedNpcEntryIds, items[].involvedLocationEntryIds, items[].involvedCharacterIds, items[].outcome, items[].consequenceEntryIds.
  - Minor: String arguments with no constraint or example: items[].title, items[].date, items[].outcome.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `delete_mnemon_relationship`: 31 / 100
  - Major: The description only restates the name (5 words).
  - Major: The description is too short (5 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, relationshipId.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId, relationshipId. Name the tool or the place that returns it, or models look it up first.
- `update_custom_mnemons`: 31 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].title, items[].visibility, items[].tags, items[].customType.
  - Minor: String arguments with no constraint or example: items[].title, items[].customType.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `update_location_mnemons`: 31 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].title, items[].visibility, items[].tags, items[].levelId.
  - Minor: String arguments with no constraint or example: items[].title, items[].levelId.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `update_archive_mnemons`: 32 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].title, items[].visibility, items[].tags, items[].relatedEntryIds.
  - Minor: String arguments with no constraint or example: items[].title.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `update_lore_mnemons`: 32 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].title, items[].visibility, items[].tags, items[].relatedEntryIds.
  - Minor: String arguments with no constraint or example: items[].title.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `create_journal_mnemons`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].visibility, items[].tags, items[].date, items[].sessionNumber, items[].involvedNpcEntryIds, items[].involvedLocationEntryIds, items[].involvedCharacterIds, items[].outcome, items[].consequenceEntryIds.
  - Minor: String arguments with no constraint or example: items[].date, items[].outcome.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `accept_friend_request`: 46 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: userId. Name the tool or the place that returns it, or models look it up first.
- `cancel_friend_request`: 46 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: userId. Name the tool or the place that returns it, or models look it up first.
- `create_archive_mnemons`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].visibility, items[].tags, items[].relatedEntryIds.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `create_lore_mnemons`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].visibility, items[].tags, items[].relatedEntryIds.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `forum_get_latest_topics`: 46 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
- `forum_reply`: 46 / 100
  - Major: The description only restates the name (6 words).
  - Major: The description is too short (6 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: topicId. Name the tool or the place that returns it, or models look it up first.
- `get_session`: 46 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId, sessionId. Name the tool or the place that returns it, or models look it up first.
- `list_co_gms`: 46 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `list_friends`: 46 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
- `list_sent_friend_requests`: 46 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
- `reject_friend_request`: 46 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: userId. Name the tool or the place that returns it, or models look it up first.
- `remove_guild_member`: 46 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: guildId, userId. Name the tool or the place that returns it, or models look it up first.
- `send_friend_request`: 46 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: userId. Name the tool or the place that returns it, or models look it up first.
- `update_npc_mnemons`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].title, items[].visibility, items[].tags, items[].sheetId, items[].primaryLocationEntryId, items[].relationshipIds.
  - Minor: String arguments with no constraint or example: items[].title, items[].sheetId, items[].primaryLocationEntryId.
- `create_custom_mnemons`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].visibility, items[].tags.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `update_faction_mnemons`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].title, items[].visibility, items[].tags, items[].relationshipIds.
  - Minor: String arguments with no constraint or example: items[].title.
  - Minor: The description mentions none of its 3 or more arguments.
- `update_player_mnemons`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].title, items[].visibility, items[].tags, items[].partyId, items[].characterId.
  - Minor: String arguments with no constraint or example: items[].title, items[].partyId, items[].characterId.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `update_party_mnemons`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].title, items[].visibility, items[].tags.
  - Minor: String arguments with no constraint or example: items[].title.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `update_session`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: title, description.
  - Minor: String arguments with no constraint or example: title, description, startAt, endAt.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId, sessionId. Name the tool or the place that returns it, or models look it up first.
- `list_mnemon_relationships`: 50 / 100
  - Major: Arguments without a description: campaignId, entryId.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId, entryId. Name the tool or the place that returns it, or models look it up first.
- `create_faction_mnemons`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].visibility, items[].tags, items[].relationshipIds.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `update_session_summary_mnemons`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].title, items[].visibility, items[].tags.
  - Minor: String arguments with no constraint or example: items[].title.
  - Minor: The description mentions none of its 3 or more arguments.
- `forum_get_notifications`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `forum_get_user_posts`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_campaign`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `get_guild`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: guildId. Name the tool or the place that returns it, or models look it up first.
- `invite_guild_member`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: guildId, userId. Name the tool or the place that returns it, or models look it up first.
- `list_guild_members`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: guildId. Name the tool or the place that returns it, or models look it up first.
- `list_received_friend_requests`: 53 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
- `remove_co_gm`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId, userId. Name the tool or the place that returns it, or models look it up first.
- `create_location_mnemons`: 55 / 100
  - Major: Arguments without a description: campaignId, items, items[].visibility, items[].tags.
  - Minor: The description mentions none of its 3 or more arguments.
- `create_npc_mnemons`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: campaignId, items, items[].visibility, items[].tags, items[].sheetId, items[].relationshipIds.
  - Minor: String arguments with no constraint or example: items[].sheetId.
  - Minor: The description mentions none of its 3 or more arguments.
- `forum_read_topic`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: topicId. Name the tool or the place that returns it, or models look it up first.
- `list_sessions`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `set_guild_member_role`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: guildId, userId. Name the tool or the place that returns it, or models look it up first.
- `create_session`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `update_campaign`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `create_session_summary_mnemons`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: campaignId, items, items[].visibility, items[].tags.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `update_mnemons_content`: 61 / 100
  - Minor: Arguments without a description: campaignId, items.
- `forum_list_topics`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `add_guild_calendar_event`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: description.
  - Minor: Required identifiers whose description does not say where the value comes from: guildId. Name the tool or the place that returns it, or models look it up first.
- `set_quest_objective_state`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId, entryId, objectiveId. Name the tool or the place that returns it, or models look it up first.
- `add_campaign_to_guild`: 65 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: guildId, campaignId. Name the tool or the place that returns it, or models look it up first.
- `create_mnemon_relationship`: 65 / 100
  - Major: Arguments without a description: campaignId, sourceEntryId, targetEntryId, label, color.
  - Minor: String arguments with no constraint or example: color.
- `delete_mnemon`: 65 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId, entryId. Name the tool or the place that returns it, or models look it up first.
- `forum_create_topic`: 65 / 100
- `forum_list_categories`: 65 / 100
- `get_mnemon`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId, entryId. Name the tool or the place that returns it, or models look it up first.
- `create_quest_mnemons`: 66 / 100
  - Minor: Arguments without a description: campaignId, items, items[].visibility, items[].tags, items[].steps[].description.
  - Minor: String arguments with no constraint or example: items[].questStatus, items[].steps[].description.
  - Minor: The description mentions none of its 3 or more arguments.
- `add_co_gm`: 68 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId, userId. Name the tool or the place that returns it, or models look it up first.
- `create_campaign`: 69 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `describe_mnemon_types`: 69 / 100
- `list_guilds`: 70 / 100
- `update_quest_mnemons`: 72 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: campaignId, items, items[].title, items[].visibility, items[].tags, items[].steps[].description.
  - Minor: String arguments with no constraint or example: items[].title, items[].questStatus, items[].steps[].description.
  - Minor: The description mentions none of its 3 or more arguments.
- `list_campaigns`: 75 / 100
- `forum_search`: 78 / 100
- `search_mnemons`: 85 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: campaignId. Name the tool or the place that returns it, or models look it up first.
- `list_mnemons`: 87 / 100

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