# TaskLite (net.tasklite/mcp): tool descriptions scored - tools/list taken: 2026-11-02 (UTC) - From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/net.tasklite%2Fmcp/versions/latest) - Connected to: https://mcp.tasklite.net/mcp - Homepage: https://tasklite.net/docs - Repository: https://github.com/shimon-ks/tasklite-mcp - Scoring rules: v2 - Tools: 83 - Average: 56.4 / 100 (Cloudy) - Near-identical pairs: 0 This page shows how TaskLite (net.tasklite/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: 83 tools. Above 40, models choose less accurately. - Minor: The server's instructions are 9979 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_signature_requests`: 36 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: status. - Minor: String arguments with no constraint or example: status. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - `void_signature_request`: 36 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: documentId, reason. - Minor: String arguments with no constraint or example: documentId. - 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: documentId. Name the tool or the place that returns it, or models look it up first. - `signature_link`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: documentId. - Minor: String arguments with no constraint or example: documentId, signerId. - 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: documentId, signerId. Name the tool or the place that returns it, or models look it up first. - `publish_app`: 40 / 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: appId. Name the tool or the place that returns it, or models look it up first. - `set_cell`: 40 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: itemId. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: projectId, boardId, itemId, columnId. Name the tool or the place that returns it, or models look it up first. - `rollback_deployment`: 41 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `get_signature_request`: 42 / 100 - Minor: Arguments without a description: documentId. - Minor: String arguments with no constraint or example: documentId. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: documentId. Name the tool or the place that returns it, or models look it up first. - `create_app`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: 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: projectId. Name the tool or the place that returns it, or models look it up first. - `create_project`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: name, description. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - `get_board_schema`: 44 / 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, boardId. Name the tool or the place that returns it, or models look it up first. - `get_email_usage`: 44 / 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. - `list_automations`: 44 / 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, boardId. Name the tool or the place that returns it, or models look it up first. - `list_deployments`: 44 / 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: appId. Name the tool or the place that returns it, or models look it up first. - `list_uploaded_files`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: itemId. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: itemId. Name the tool or the place that returns it, or models look it up first. - `reorder_columns`: 44 / 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: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: projectId, boardId, columnIds. Name the tool or the place that returns it, or models look it up first. - `update_app_endpoint`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: name. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId, endpointId. Name the tool or the place that returns it, or models look it up first. - `update_board`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: name, description. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: projectId, boardId. Name the tool or the place that returns it, or models look it up first. - `add_comment`: 47 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: itemId, content. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: projectId, itemId. Name the tool or the place that returns it, or models look it up first. - `list_app_invites`: 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: appId. Name the tool or the place that returns it, or models look it up first. - `list_boards`: 47 / 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: 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_upload_link`: 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: tokenId. Name the tool or the place that returns it, or models look it up first. - `update_comment`: 47 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: itemId. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: projectId, itemId, commentId. Name the tool or the place that returns it, or models look it up first. - `update_item`: 47 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: itemId, description. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: projectId, boardId, itemId. Name the tool or the place that returns it, or models look it up first. - `delete_item`: 48 / 100 - 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, boardId, itemId. Name the tool or the place that returns it, or models look it up first. - `get_frontend_prompt`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `list_apps`: 49 / 100 - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - `create_column`: 50 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: name. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: projectId, boardId. Name the tool or the place that returns it, or models look it up first. - `delete_project`: 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: projectId. Name the tool or the place that returns it, or models look it up first. - `list_comments`: 50 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: itemId. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: projectId, itemId. Name the tool or the place that returns it, or models look it up first. - `export_project`: 51 / 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: projectId. Name the tool or the place that returns it, or models look it up first. - `list_projects`: 51 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No `required` list, so every argument is optional. - `create_item`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: description, dueDate. - Minor: Says nothing about what it returns. - `delete_comment`: 52 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: projectId, itemId, commentId. Name the tool or the place that returns it, or models look it up first. - `list_organizations`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `remove_app_user`: 52 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId. Name the tool or the place that returns it, or models look it up first. - `send_test_push`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: body. - 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: appId, userIds. Name the tool or the place that returns it, or models look it up first. - `unlink_app_user`: 52 / 100 - 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: appId, userId, itemId. Name the tool or the place that returns it, or models look it up first. - `list_app_endpoints`: 54 / 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: appId. Name the tool or the place that returns it, or models look it up first. - `check_invite_code`: 55 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `create_signature_request`: 55 / 100 - Minor: Arguments without a description: signers, signers[].name, fields[].type, fields[].pageIndex, fields[].width, fields[].height, fields[].required. - Minor: The meaning of the boolean argument fields[].required is unclear. - Minor: Says nothing about what it returns. - `delete_column`: 55 / 100 - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - `simulate_request`: 55 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId, userId. Name the tool or the place that returns it, or models look it up first. - `fetch`: 56 / 100 - Major: Says nothing about when to use it, or when not to. - `push_status`: 56 / 100 - Minor: Required identifiers whose description does not say where the value comes from: appId. Name the tool or the place that returns it, or models look it up first. - `delete_app_endpoint`: 57 / 100 - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - `delete_app_role`: 57 / 100 - 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: appId. Name the tool or the place that returns it, or models look it up first. - `delete_board_policy`: 57 / 100 - 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: appId, boardId. Name the tool or the place that returns it, or models look it up first. - `get_cells`: 57 / 100 - Minor: String arguments with no constraint or example: itemId. - 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, boardId, itemId. Name the tool or the place that returns it, or models look it up first. - `list_app_role_grants`: 57 / 100 - Minor: Says nothing about what it returns. - `list_app_roles`: 57 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId. Name the tool or the place that returns it, or models look it up first. - `list_app_user_links`: 57 / 100 - 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: appId, userId. Name the tool or the place that returns it, or models look it up first. - `set_cells_if_unchanged`: 57 / 100 - Minor: String arguments with no constraint or example: itemId. - Minor: Says nothing about what it returns. - `search`: 58 / 100 - Minor: The description mentions none of its 3 or more arguments. - `explain_access`: 59 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId, boardId. Name the tool or the place that returns it, or models look it up first. - `set_app_user_role`: 60 / 100 - Minor: Says nothing about what it returns. - `get_board_policy`: 62 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId, boardId. Name the tool or the place that returns it, or models look it up first. - `list_app_users`: 62 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId. Name the tool or the place that returns it, or models look it up first. - `revoke_app_role`: 62 / 100 - 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: appId, userId. Name the tool or the place that returns it, or models look it up first. - `create_board`: 63 / 100 - Minor: String arguments with no constraint or example: name, description. - 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. - `configure_external_access`: 64 / 100 - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - `create_app_endpoint`: 64 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: name. - Minor: Required identifiers whose description does not say where the value comes from: appId, boardId. Name the tool or the place that returns it, or models look it up first. - `get_item_history`: 64 / 100 - Minor: Required identifiers whose description does not say where the value comes from: itemId. Name the tool or the place that returns it, or models look it up first. - `get_policy_identity`: 64 / 100 - `delete_board`: 65 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: projectId, boardId. Name the tool or the place that returns it, or models look it up first. - `revoke_app_invite`: 65 / 100 - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - `update_column`: 66 / 100 - Minor: String arguments with no constraint or example: name, description. - Minor: Required identifiers whose description does not say where the value comes from: projectId, boardId, columnId. Name the tool or the place that returns it, or models look it up first. - `create_app_api_key`: 67 / 100 - Minor: String arguments with no constraint or example: 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: appId. Name the tool or the place that returns it, or models look it up first. - `grant_app_role`: 67 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId, userId. Name the tool or the place that returns it, or models look it up first. - `link_app_user`: 67 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId, userId, itemId. Name the tool or the place that returns it, or models look it up first. - `set_policy_identity`: 68 / 100 - Minor: Arguments without a description: identity. - 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: appId. Name the tool or the place that returns it, or models look it up first. - `get_deployment_files`: 69 / 100 - `update_automation`: 69 / 100 - Minor: String arguments with no constraint or example: name. - Minor: Says nothing about what it returns. - `request_file_upload`: 70 / 100 - Minor: Required identifiers whose description does not say where the value comes from: itemId. Name the tool or the place that returns it, or models look it up first. - `define_app_role`: 72 / 100 - Minor: Says nothing about what it returns. - `get_app_spec`: 72 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId. Name the tool or the place that returns it, or models look it up first. - `deploy_frontend`: 75 / 100 - `add_app_user`: 76 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId. Name the tool or the place that returns it, or models look it up first. - `create_app_invite`: 77 / 100 - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: appId. Name the tool or the place that returns it, or models look it up first. - `query_items`: 78 / 100 - `set_board_policy`: 80 / 100 - Minor: The description is long (859 words). It helps selection but costs steps and tokens. - Minor: Says nothing about what it returns. - `create_automation`: 81 / 100 - Minor: The description is long (678 words). It helps selection but costs steps and tokens. - Minor: String arguments with no constraint or example: name. - Minor: Says nothing about what it returns. - `configure_app_settings`: 82 / 100 - Minor: Required identifiers whose description does not say where the value comes from: appId. Name the tool or the place that returns it, or models look it up first. - `build_backend`: 85 / 100 Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days. [All scored servers](https://forecall.dev/en/servers)