# Stackcut (io.stackcut/stackcut): tool descriptions scored - tools/list taken: 2026-11-02 (UTC) - From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.stackcut%2Fstackcut/versions/latest) - Connected to: https://stackcut.io/mcp - Homepage: https://stackcut.io/agents - Repository: https://github.com/Stackcut/stackcut-plugin - Scoring rules: v2 - Tools: 24 - Average: 61.0 / 100 (Cloudy) - Near-identical pairs: 0 This page shows how Stackcut (io.stackcut/stackcut)'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: 24 tools repeat the same note (66 words). Say it once in the server's instructions, and let each description say what only that tool does. The note does not count toward the tools' scores. - Minor: The server's instructions are 2664 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 - `report_outcome`: 39 / 100 - Major: Arguments without a description: recipe_id, path_id, outcome. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: recipe_id, path_id. Name the tool or the place that returns it, or models look it up first. - `leaderboard`: 42 / 100 - Major: Arguments without a description: metric, category, path_type, include_partial, limit. - Minor: The meaning of the boolean argument include_partial is unclear. - Minor: Says nothing about what it returns. - `list_categories`: 46 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `report_exit_outcome`: 50 / 100 - Minor: Arguments without a description: outcome. - Minor: Says nothing about what it returns. - `search_exits`: 50 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: category. - Minor: Says nothing about what it returns. - `list_stack_jobs`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `search_discoveries`: 52 / 100 - Major: Arguments without a description: query, vendor, kind, limit. - Minor: The description mentions none of its 3 or more arguments. - `get_detection_rules`: 54 / 100 - Minor: Says nothing about what it returns. - `get_usage_questions`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `report_guide_feedback`: 56 / 100 - Major: Arguments without a description: kind, service, packet_revision, route_id, step_index, channel, market, locale, handoff_reason, handoff_expectation. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - `get_recipe`: 57 / 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. - `get_workflow_recipe`: 57 / 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. - `prepare_negotiation`: 61 / 100 - Major: Arguments without a description: service, billed_by, current_plan, required_features, renewal_date, maximum_commitment_months, monthly_spend.amount, monthly_spend.currency, monthly_spend.billing_period, offered_price, renewal_price, comparison_months. - `report_action_outcome`: 63 / 100 - Minor: Arguments without a description: action, outcome, offer_billing_period, offer_duration_months, renewal_amount, commitment_months, fees_amount, effective_on. - `start_audit`: 63 / 100 - Minor: Arguments without a description: vendors[].vendor, vendors[].plan, vendors[].monthly_spend_usd, vendors[].seats. - Minor: String arguments with no constraint or example: vendors[].vendor, vendors[].plan. - Minor: Says nothing about what it returns. - `get_build_packet`: 64 / 100 - Major: Arguments without a description: recipe_id. - Minor: Required identifiers whose description does not say where the value comes from: recipe_id. Name the tool or the place that returns it, or models look it up first. - `audit_stack`: 66 / 100 - Major: Arguments without a description: services, services[].usage.seats, services[].usage.members, services[].usage.mau, services[].usage.emails_per_month, services[].usage.emails_per_day, services[].usage.contacts, services[].usage.domains, services[].usage.events_per_month, services[].usage.identified_events_per_month, services[].usage.pageviews_per_month, services[].usage.errors_per_month, services[].usage.requests_per_month, services[].usage.requests_per_day, services[].usage.searches_per_month, services[].usage.cpu_ms_per_request, services[].usage.db_gb, services[].usage.storage_gb, services[].usage.bandwidth_gb, services[].usage.projects, services[].usage.sites, services[].usage.videos, services[].usage.video_minutes, services[].usage.responses_per_month, services[].usage.tasks_per_month, services[].usage.keywords_tracked, services[].usage.credits_per_month, services[].usage.history_days, services[].usage.apps, services[].usage.files, services[].usage.boards, services[].usage.event_types, services[].usage.monitors, services[].usage.tokens_per_month, services[].usage.images_per_month, services[].usage.audio_minutes_per_month, services[].usage.characters_per_month, services[].usage.transactions_per_month, services[].usage.sandbox_hours_per_month, services[].usage.concurrent_sessions, services[].usage.session_minutes, services[].usage.call_participants, services[].usage.meeting_minutes, services[].usage.records, services[].usage.inboxes, services[].usage.tokens_in_per_month, services[].usage.tokens_out_per_month, services[].usage.cached_tokens_per_month, services[].usage.video_minutes_stored, services[].usage.video_minutes_delivered_per_month, services[].usage.gmv_usd_per_month, services[].usage.payouts_per_month, services[].usage.active_accounts, services[].usage.verifications_per_month, services[].usage.browser_hours_per_month, services[].usage.proxy_gb_per_month, services[].usage.job_executions_per_month, services[].usage.sso_connections, services[].usage.sso_users, services[].usage.inbound_emails_per_month, services[].usage.stream_hours_per_month, services[].usage.vcpu_hours_per_month, services[].usage.credits_usd_per_month, services[].usage.disputes_per_month, services[].usage.payout_volume_usd_per_month, services[].usage.object_writes_per_month, services[].usage.object_reads_per_month, services[].usage.job_executions_per_day, services[].usage.scim_connections, services[].usage.searches_per_hour, services[].usage.sms_per_month, services[].usage.vectors_stored, services[].usage.vector_queries_per_month, services[].usage.cache_commands_per_month, services[].usage.mtu, services[].usage.gpu_seconds_per_month, services[].usage.revenue_usd_per_month, services[].usage.phone_minutes_per_month, services[].usage.vector_read_units_per_month, services[].usage.vector_write_units_per_month, services[].usage.hosts, services[].usage.tickets_per_month, services[].usage.MAU, services[].billing.scope, services[].billing.account_id, services[].billing.allocated_monthly_usd, services[].billing.avoidable_monthly_usd, services[].billing.avoidability_confirmed, services[].billing.commitment_months_remaining, services[].billing.source, limit_paths. - Minor: The meaning of the boolean argument services[].billing.avoidability_confirmed is unclear. - Minor: Says nothing about what it returns. - `find_alternatives`: 69 / 100 - Major: Arguments without a description: usage.seats, usage.members, usage.mau, usage.emails_per_month, usage.emails_per_day, usage.contacts, usage.domains, usage.events_per_month, usage.identified_events_per_month, usage.pageviews_per_month, usage.errors_per_month, usage.requests_per_month, usage.requests_per_day, usage.searches_per_month, usage.cpu_ms_per_request, usage.db_gb, usage.storage_gb, usage.bandwidth_gb, usage.projects, usage.sites, usage.videos, usage.video_minutes, usage.responses_per_month, usage.tasks_per_month, usage.keywords_tracked, usage.credits_per_month, usage.history_days, usage.apps, usage.files, usage.boards, usage.event_types, usage.monitors, usage.tokens_per_month, usage.images_per_month, usage.audio_minutes_per_month, usage.characters_per_month, usage.transactions_per_month, usage.sandbox_hours_per_month, usage.concurrent_sessions, usage.session_minutes, usage.call_participants, usage.meeting_minutes, usage.records, usage.inboxes, usage.tokens_in_per_month, usage.tokens_out_per_month, usage.cached_tokens_per_month, usage.video_minutes_stored, usage.video_minutes_delivered_per_month, usage.gmv_usd_per_month, usage.payouts_per_month, usage.active_accounts, usage.verifications_per_month, usage.browser_hours_per_month, usage.proxy_gb_per_month, usage.job_executions_per_month, usage.sso_connections, usage.sso_users, usage.inbound_emails_per_month, usage.stream_hours_per_month, usage.vcpu_hours_per_month, usage.credits_usd_per_month, usage.disputes_per_month, usage.payout_volume_usd_per_month, usage.object_writes_per_month, usage.object_reads_per_month, usage.job_executions_per_day, usage.scim_connections, usage.searches_per_hour, usage.sms_per_month, usage.vectors_stored, usage.vector_queries_per_month, usage.cache_commands_per_month, usage.mtu, usage.gpu_seconds_per_month, usage.revenue_usd_per_month, usage.phone_minutes_per_month, usage.vector_read_units_per_month, usage.vector_write_units_per_month, usage.hosts, usage.tickets_per_month, usage.MAU, billing.scope, billing.account_id, billing.allocated_monthly_usd, billing.avoidable_monthly_usd, billing.avoidability_confirmed, billing.commitment_months_remaining, billing.source, limit. - Minor: The meaning of the boolean argument billing.avoidability_confirmed is unclear. - `search_workflow_recipes`: 72 / 100 - Minor: Arguments without a description: limit. - `choose_stack`: 75 / 100 - Minor: Arguments without a description: needs, needs[].volume, needs[].volume.amount, needs[].volumes[].amount, needs[].per_user[].amount, needs[].peak_volume.amount, needs[].peak_volume.unit, needs[].sandbox_size.vcpu, needs[].sandbox_size.ram_gib, budget_monthly_usd, limit_per_job. - Minor: Says nothing about what it returns. - `get_my_plan`: 77 / 100 - `plan_stack_from_spec`: 77 / 100 - Minor: Arguments without a description: overrides[].job, overrides[].unit, overrides[].amount, overrides[].basis, prefer, limit_per_job. - `get_exit_plan`: 80 / 100 - Minor: Arguments without a description: months_elapsed, contract, goal. - `search_recipes`: 88 / 100 - Minor: Arguments without a description: sort, limit, requirements.budget_monthly_usd. 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