# com.makehybrid/mcp: tool descriptions scored - tools/list taken: 2026-11-02 (UTC) - From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.makehybrid%2Fmcp/versions/latest) - Connected to: https://makehybrid.com/mcp - Homepage: https://makehybrid.com/ - Repository: https://github.com/makehybrid/mcp - Scoring rules: v2 - Tools: 116 - Average: 54.8 / 100 (Cloudy) - Near-identical pairs: 74 This page shows how com.makehybrid/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: 116 tools. Above 40, models choose less accurately. - Minor: 74 pairs with nearly the same description in all; the top 12 are shown. - Minor: The server's instructions are 4484 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first. ## Tools - `complete_booking_v1_pages_get`: 46 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_linkedin_search`: 46 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_linkedin_search_people`: 46 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_linkedin_search_posts`: 46 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_asana_v1_connections_projects`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first. - `complete_booking_v1_pages_calls`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_chats_get`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id, chat_id. Name the tool or the place that returns it, or models look it up first. - `complete_chats_list`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_chats_messages_send`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id, chat_id. Name the tool or the place that returns it, or models look it up first. - `complete_chats_picture`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id, chat_id. Name the tool or the place that returns it, or models look it up first. - `complete_chatwoot_v1_connections_conversations`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: The name is long (46 characters). - Minor: Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first. - `complete_chatwoot_v1_connections_inboxes`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first. - `complete_clickup_v1_connections_projects`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first. - `complete_hubspot_v1_connections_projects`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first. - `complete_inboxes_chats_create`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id, inbox_id. Name the tool or the place that returns it, or models look it up first. - `complete_inboxes_chats_list`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id, inbox_id. Name the tool or the place that returns it, or models look it up first. - `complete_jira_v1_connections_projects`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first. - `complete_line_v1_connections_chats`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first. - `complete_line_v1_connections_get`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first. - `complete_linkedin_company_pages`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_linkedin_contracts`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_linkedin_jobs`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_linkedin_projects`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_linkedin_recruiter_jobs`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_linkedin_search_parameters`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_posts_comments`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id, post_id. Name the tool or the place that returns it, or models look it up first. - `complete_posts_get`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id, post_id. Name the tool or the place that returns it, or models look it up first. - `complete_posts_reactions`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id, post_id. Name the tool or the place that returns it, or models look it up first. - `complete_rooms_tasks_list`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `complete_slack_v1_workspaces_users`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: team_id, user_id. Name the tool or the place that returns it, or models look it up first. - `complete_users`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id, user_id. Name the tool or the place that returns it, or models look it up first. - `complete_users_chat`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id, user_id. Name the tool or the place that returns it, or models look it up first. - `complete_users_me_relation_requests`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_users_visit_profile`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_discord_v1_servers`: 51 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_inbox_v1_agents`: 51 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_slack_v1_workspaces`: 51 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_whatsapp_v1_groups`: 51 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_x_v1_2_users_me`: 51 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_inbox_v1_conversations_messages_list`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: The name is long (45 characters). - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `complete_inbox_v1_conversations_messages_send`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: The name is long (45 characters). - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `complete_linkedin_inmail_credits`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_pages`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: company_id. Name the tool or the place that returns it, or models look it up first. - `complete_pages_logo`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: company_id. Name the tool or the place that returns it, or models look it up first. - `complete_rooms_tasks_create`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `complete_slack_v1_workspaces_channels`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: team_id. Name the tool or the place that returns it, or models look it up first. - `complete_asana_v1_connections`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_asana_v1_connections_projects_tasks`: 54 / 100 - Minor: Says nothing about what it returns. - Minor: The name is long (44 characters). - Minor: Required identifiers whose description does not say where the value comes from: connection_id, project_id. Name the tool or the place that returns it, or models look it up first. - `complete_booking_v1_pages_create`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_chatwoot_v1_connections`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_clickup_v1_connections`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_clickup_v1_connections_projects_tasks`: 54 / 100 - Minor: Says nothing about what it returns. - Minor: The name is long (46 characters). - Minor: Required identifiers whose description does not say where the value comes from: connection_id, project_id. Name the tool or the place that returns it, or models look it up first. - `complete_connect_options`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_discord_v1_servers_channels`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: guild_id. Name the tool or the place that returns it, or models look it up first. - `complete_hubspot_v1_connections`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_hubspot_v1_connections_projects_tasks`: 54 / 100 - Minor: Says nothing about what it returns. - Minor: The name is long (46 characters). - Minor: Required identifiers whose description does not say where the value comes from: connection_id, project_id. Name the tool or the place that returns it, or models look it up first. - `complete_inbox_v1_contacts`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_inbox_v1_labels`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_inbox_v1_teams`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_jira_v1_connections`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_jira_v1_connections_projects_tasks`: 54 / 100 - Minor: Says nothing about what it returns. - Minor: The name is long (43 characters). - Minor: Required identifiers whose description does not say where the value comes from: connection_id, project_id. Name the tool or the place that returns it, or models look it up first. - `complete_line_v1_connections_list`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_rooms_arrivals`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_rooms_channels`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_rooms_create`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_rooms_messages_send`: 54 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `complete_slack_v1_connection_link`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_webchat_v1_agents`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_webchat_v1_widgets_list`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_webhooks_status`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_whatsapp_v1_chats`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_whatsapp_v1_connection`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_workspace_surface`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_x_v1_2_dm_events`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_x_v1_connection`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `makehybrid_list_operations`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_campaigns_create`: 57 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_discord_v1_channels_messages`: 57 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: channel_id. Name the tool or the place that returns it, or models look it up first. - `complete_discord_v1_connection_link`: 57 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_inbox_v1_conversations`: 57 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_inbox_v1_inboxes`: 57 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_workspace_people`: 57 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `makehybrid_describe_operation`: 57 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: ref. Name the tool or the place that returns it, or models look it up first. - `makehybrid_read`: 57 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `makehybrid_write`: 57 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_asana_v1_connections_link`: 59 / 100 - Minor: Says nothing about what it returns. - `complete_booking_v1_pages_list`: 59 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_chatwoot_v1_connections_link`: 59 / 100 - Minor: Says nothing about what it returns. - `complete_clickup_v1_connections_link`: 59 / 100 - Minor: Says nothing about what it returns. - `complete_connect_accounts`: 59 / 100 - Minor: Says nothing about what it returns. - `complete_hubspot_v1_connections_link`: 59 / 100 - Minor: Says nothing about what it returns. - `complete_inbox_v1_account`: 59 / 100 - Minor: Says nothing about what it returns. - `complete_jira_v1_connections_link`: 59 / 100 - Minor: Says nothing about what it returns. - `complete_line_v1_connections_link`: 59 / 100 - Minor: Says nothing about what it returns. - `complete_rooms_keys`: 59 / 100 - Minor: Says nothing about what it returns. - `complete_rooms_work_ready`: 59 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_webchat_v1_rooms`: 59 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `makehybrid_about`: 59 / 100 - Minor: Says nothing about what it returns. - `complete_connect_link_get`: 61 / 100 - `complete_connect_link_create`: 62 / 100 - Minor: Says nothing about what it returns. - `complete_posts_create`: 62 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first. - `complete_rooms_list`: 62 / 100 - Minor: Says nothing about what it returns. - `complete_rooms_messages_list`: 62 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `complete_webchat_v1_widgets_create`: 62 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_webhooks_inbox_list`: 62 / 100 - Minor: Says nothing about what it returns. - `complete_whatsapp_v1_messages`: 62 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `complete_campaigns_list`: 64 / 100 - Minor: Says nothing about what it returns. - `complete_rooms_servers`: 64 / 100 - Minor: Says nothing about what it returns. - `complete_setup`: 64 / 100 - Minor: Says nothing about what it returns. - `complete_x_v1_messages`: 67 / 100 - Minor: Says nothing about what it returns. - `makehybrid_status`: 67 / 100 - Minor: Says nothing about what it returns. - `complete_connect_cookie`: 72 / 100 - Minor: Says nothing about what it returns. - `complete_webhooks_endpoints`: 72 / 100 - Minor: Says nothing about what it returns. - `complete_webhooks_inbox_create`: 72 / 100 - Minor: Says nothing about what it returns. - `complete_topvoices`: 75 / 100 - Minor: Says nothing about what it returns. - `complete_connect_credentials`: 77 / 100 - Minor: Says nothing about what it returns. 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