# Replo (io.github.replohq/replo): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.replohq%2Freplo/versions/latest)
- Connected to: https://api.replo.app/v1/mcp
- Homepage: https://replo.app/
- Scoring rules: v2
- Tools: 92
- Average: 55.8 / 100 (Cloudy)
- Near-identical pairs: 11

This page shows how Replo (io.github.replohq/replo)'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: 92 tools. Above 40, models choose less accurately.
- Minor: The server's instructions are 12677 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

- `list_tasks`: 21 / 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: projectId, cursor, limit.
  - 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: projectId. Name the tool or the place that returns it, or models look it up first.
- `get_file`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: fileId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: fileId. Name the tool or the place that returns it, or models look it up first.
- `get_product`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: productId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: productId. Name the tool or the place that returns it, or models look it up first.
- `get_custom_domain_status`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: customDomainId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: customDomainId. Name the tool or the place that returns it, or models look it up first.
- `update_product`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: productId, title, description, slug, status, externalCheckoutUrl.
  - 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: productId. Name the tool or the place that returns it, or models look it up first.
- `create_product`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: title, description, slug, externalCheckoutUrl, projectId.
  - 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: projectId. Name the tool or the place that returns it, or models look it up first.
- `get_file_sharing`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: fileId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: fileId. Name the tool or the place that returns it, or models look it up first.
- `list_files`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: projectId, parentId, kind, limit, cursor.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.
- `read_file`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: fileId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: fileId. Name the tool or the place that returns it, or models look it up first.
- `upload_asset`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: projectId, url, assetFile, assetFile.download_url, assetFile.file_id, assetFile.mime_type, assetFile.file_name, name, altText, tags, generateEmbedding.
  - Minor: The meaning of the boolean argument generateEmbedding is unclear.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.
- `abort_agent_session`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: sessionId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: sessionId. Name the tool or the place that returns it, or models look it up first.
- `find_products`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: cursor, limit, projectId, query.
  - 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: projectId. Name the tool or the place that returns it, or models look it up first.
- `revoke_shared_preview`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: sharedPreviewId.
  - Minor: Says nothing about what it returns.
- `sightglass_update_board`: 36 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: boardId, name.
  - 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: boardId. Name the tool or the place that returns it, or models look it up first.
- `find_assets`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: projectId, tags, searchTerm, label, limit.
  - 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: projectId. Name the tool or the place that returns it, or models look it up first.
- `get_order`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: orderId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: orderId. Name the tool or the place that returns it, or models look it up first.
- `update_file`: 40 / 100
  - Major: Arguments without a description: fileId, name, parentId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: fileId. Name the tool or the place that returns it, or models look it up first.
- `list_insights_reports`: 41 / 100
  - Major: Arguments without a description: projectId, offset, limit.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `get_comment_thread`: 42 / 100
  - Major: Arguments without a description: threadId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: threadId. Name the tool or the place that returns it, or models look it up first.
- `connect_custom_domain`: 44 / 100
  - Major: Arguments without a description: siteId, domain.
  - Minor: Required identifiers whose description does not say where the value comes from: siteId. Name the tool or the place that returns it, or models look it up first.
- `set_product_inventory`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: productId, variants, variants[].trackInventory, variants[].available, variants[].continueSellingWhenOutOfStock, variants[].optionValues.
  - Minor: The meaning of the boolean argument variants[].trackInventory is unclear.
  - Minor: The meaning of the boolean argument variants[].continueSellingWhenOutOfStock is unclear.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: productId. Name the tool or the place that returns it, or models look it up first.
- `get_project`: 45 / 100
  - Major: Arguments without a description: projectId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.
- `resolve_comment_thread`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: threadId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: threadId. Name the tool or the place that returns it, or models look it up first.
- `list_comment_threads`: 46 / 100
  - Minor: Arguments without a description: fileId, siteId, orderId, assetId.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `create_project`: 47 / 100
  - Major: Arguments without a description: workspaceId, name.
  - Minor: Required identifiers whose description does not say where the value comes from: workspaceId. Name the tool or the place that returns it, or models look it up first.
- `get_task`: 47 / 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: taskId. Name the tool or the place that returns it, or models look it up first.
- `query_insights_report`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: projectId, scope.filters, scope.filters[].fieldKey, scope.filters[].op, scope.filters[].value, scope.breakdown, scope.dateRange.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId, reportId. Name the tool or the place that returns it, or models look it up first.
- `create_file`: 48 / 100
  - Major: Arguments without a description: projectId, parentId, name, kind.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.
- `update_project`: 49 / 100
  - Major: Arguments without a description: projectId, name, timeZone, supportEmail, checkoutProvider.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.
- `list_sites`: 50 / 100
  - Major: Arguments without a description: projectId, cursor, limit.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.
- `sightglass_follow_companies`: 50 / 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: companyIds. Name the tool or the place that returns it, or models look it up first.
- `update_site`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `list_projects`: 52 / 100
  - Major: Arguments without a description: workspaceId, cursor, limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `sightglass_get_ad`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: adId.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_insights_report`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: projectId.
- `sightglass_create_board`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: name.
- `sightglass_delete_board`: 53 / 100
  - Minor: Arguments without a description: boardId.
  - 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: boardId. Name the tool or the place that returns it, or models look it up first.
- `delete_task`: 54 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: taskId. Name the tool or the place that returns it, or models look it up first.
- `sightglass_find_technologies`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: search, sort, limit.
  - Minor: No `required` list, so every argument is optional.
- `skills`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `find_orders`: 55 / 100
  - Major: Arguments without a description: projectId, cursor, limit, customerEmail.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.
- `sightglass_get_access`: 56 / 100
  - Minor: No `required` list, so every argument is optional.
- `publish_site`: 57 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: siteId. Name the tool or the place that returns it, or models look it up first.
- `sightglass_find_site_pages`: 57 / 100
  - Minor: Arguments without a description: search, activeAdsCountGte, sort.
  - Minor: No `required` list, so every argument is optional.
- `update_site_metadata`: 57 / 100
  - Minor: Says nothing about what it returns.
- `update_site_navigation`: 57 / 100
  - Minor: Says nothing about what it returns.
- `verify_custom_domain`: 57 / 100
  - Major: Arguments without a description: customDomainId.
  - Minor: Required identifiers whose description does not say where the value comes from: customDomainId. Name the tool or the place that returns it, or models look it up first.
- `create_shared_preview`: 58 / 100
  - Minor: Arguments without a description: projectId, siteId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId, siteId. Name the tool or the place that returns it, or models look it up first.
- `get_branding`: 58 / 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: projectId. Name the tool or the place that returns it, or models look it up first.
- `set_file_sharing`: 59 / 100
  - Minor: Arguments without a description: fileId.
  - Minor: Required identifiers whose description does not say where the value comes from: fileId. Name the tool or the place that returns it, or models look it up first.
- `sightglass_get_xray`: 59 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_agent_session`: 60 / 100
  - Major: Arguments without a description: sessionId.
  - Minor: Required identifiers whose description does not say where the value comes from: sessionId. Name the tool or the place that returns it, or models look it up first.
- `create_comment_thread`: 61 / 100
  - Minor: Arguments without a description: target, anchor.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `sightglass_get_rankings`: 61 / 100
  - Minor: Arguments without a description: weeks, limit.
  - Minor: No `required` list, so every argument is optional.
- `apply_brand_kit_to_site`: 62 / 100
  - Minor: Says nothing about what it returns.
- `create_site`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: projectId.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.
- `create_site_page`: 62 / 100
  - Minor: Says nothing about what it returns.
- `delete_site_page`: 62 / 100
  - Minor: Says nothing about what it returns.
- `edit_site_page`: 62 / 100
  - Minor: Says nothing about what it returns.
- `reply_to_comment_thread`: 62 / 100
  - Minor: Arguments without a description: threadId.
  - 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: threadId. Name the tool or the place that returns it, or models look it up first.
- `sightglass_find_top_angles`: 62 / 100
  - Minor: Arguments without a description: days, limit.
  - Minor: No `required` list, so every argument is optional.
- `sightglass_get_site_page`: 62 / 100
  - Minor: Arguments without a description: sitePageId.
  - Minor: The description mentions none of its 3 or more arguments.
- `update_site_tracking`: 62 / 100
  - Minor: Says nothing about what it returns.
- `generate_artifact`: 63 / 100
  - Major: Arguments without a description: projectId, sources[].type, sources[].reportId, sources[].scope.filters, sources[].scope.filters[].fieldKey, sources[].scope.filters[].op, sources[].scope.filters[].value, sources[].scope.breakdown, sources[].scope.dateRange, sources[].type, sources[].query, sources[].type, sources[].fileId.
  - Minor: String arguments with no constraint or example: sources[].type, sources[].type, sources[].type.
- `get_plan_options`: 64 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: workspaceId. Name the tool or the place that returns it, or models look it up first.
- `sightglass_list_saved`: 65 / 100
  - Minor: No `required` list, so every argument is optional.
- `sightglass_xray`: 65 / 100
- `submit_feature_request`: 65 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.
- `report_bug`: 67 / 100
  - Minor: Arguments without a description: errorContext.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.
- `resolve_agent_interaction`: 67 / 100
  - Minor: Arguments without a description: sessionId.
- `sightglass_copy_creative_to_assets`: 67 / 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: creativeId, projectId. Name the tool or the place that returns it, or models look it up first.
- `query_replo_analytics`: 68 / 100
  - Minor: Arguments without a description: projectId.
- `list_workspaces`: 69 / 100
  - Minor: Says nothing about what it returns.
- `sightglass_get_company`: 69 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `sightglass_get_site_page_versions`: 69 / 100
  - Minor: Arguments without a description: sitePageId.
  - Minor: The description mentions none of its 3 or more arguments.
- `connect_replo_account`: 71 / 100
- `get_integration_status`: 72 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.
- `sightglass_arena_compare`: 72 / 100
- `sightglass_find_offers`: 72 / 100
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
- `sightglass_research_company`: 72 / 100
- `sightglass_find_ads`: 74 / 100
  - Minor: Arguments without a description: status, sort.
  - Minor: No `required` list, so every argument is optional.
- `sightglass_find_personas`: 74 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `sightglass_search_companies`: 74 / 100
  - Minor: Arguments without a description: searchMode, activeAdsCountGte, sort.
  - Minor: No `required` list, so every argument is optional.
- `sightglass_show`: 75 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: resultId. Name the tool or the place that returns it, or models look it up first.
- `update_artifact`: 76 / 100
  - Minor: Arguments without a description: projectId.
  - Minor: Says nothing about what it returns.
- `start_plan_upgrade`: 77 / 100
- `create_api_key`: 79 / 100
  - Minor: Arguments without a description: workspaceId, name.
  - Minor: Required identifiers whose description does not say where the value comes from: workspaceId, projectIds. Name the tool or the place that returns it, or models look it up first.
- `create_artifact`: 79 / 100
  - Minor: Arguments without a description: projectId.
- `sightglass_find_angles`: 79 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `sightglass_find_campaigns`: 79 / 100
- `sightglass_get_company_activity`: 79 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `update_brand`: 85 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: projectId. Name the tool or the place that returns it, or models look it up first.

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