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"get_messages", "get_page", "get_presentation", "get_script_activity", "get_script_project", "get_script_version", "get_search_engine_info", "get_spreadsheet_info", "get_task", "get_task_list", "import_to_google_doc", "import_to_google_sheets", "import_to_google_slides", "insert_doc_elements", "insert_doc_image", "inspect_doc_structure", "list_calendars", "list_contact_groups", "list_contacts", "list_docs_in_folder", "list_document_comments", "list_drive_items", "list_form_responses", "list_presentation_comments", "list_script_deployments", "list_sheet_tables", "list_spaces", "list_spreadsheet_comments", "list_spreadsheets", "list_task_lists", "list_tasks", "manage_conditional_formatting", "manage_contact", "manage_contact_group", "manage_contacts_batch", "manage_deployment", "manage_doc_tab", "manage_document_comment", "manage_drive_access", "manage_event", "manage_focus_time", "manage_named_range", "manage_out_of_office", "manage_presentation_comment", "manage_script_content", "manage_script_project", "manage_script_trigger", "manage_script_version", "manage_sheet_tab", "manage_spreadsheet_comment", "manage_task", "manage_task_list", "modify_doc_text", "modify_sheet_values", "move_sheet_rows", "query_freebusy", "read_sheet_values", "render_page_to_image", "resize_sheet_dimensions", "run_script_function", "search_contacts", "search_custom", "search_docs", "search_drive_files", "search_messages", "send_message", "set_drive_file_permissions", "set_publish_settings", "update_doc_headers_footers", "update_drive_file", "update_paragraph_style" ] }, "alt_readonly": { "keep_count": 55, "tokens": 13963, "saving": 32203 }, "tool_filter": { "summary": "The README documents --tools to cherry-pick services, --tool-tier (core, extended, complete), --disabled-tools to subtract named tools, and --read-only.", "readme_url": "https://pypi.org/project/workspace-mcp/2.3.0/", "readme_source": "PyPI long_description for workspace-mcp 2.3.0", "version": "2.3.0" }, "notes": [] }, { "rank": 7, "slug": "oneuptime-mcp-remote", "label": "OneUptime MCP (official, remote)", "name": "oneuptime-remote", "status": "Ranked #4", "status_kind": "ok", "tokens": 45985, "tools": 351, "measured_on": "2026-11-11", "version": "", "destructive_count": 165, "annotated_count": 351, "write_count": 165, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only monitoring and incident lookup agent", "how": "drop the 165 tools our permission card marks as write (state-changing); keep the 186 read tools.", "keep_count": 186, "slim_tokens": 20636, "saving": 25349, "dropped": [ "acknowledge_alert", "acknowledge_incident", "add_alert_note", "add_incident_note", "create_alert", "create_alert_internal_note", "create_alert_severity", "create_alert_state", "create_alert_state_timeline", "create_bi_dashboard", "create_bi_tool", "create_check_setting", "create_cloud_budget", "create_custom_data_type", "create_data_asset", "create_data_check", "create_data_flow", "create_data_observability_setting", "create_data_pipeline", "create_data_product", "create_data_reconciliation", "create_data_security_identity", "create_data_security_issue", "create_data_security_scan", "create_data_security_setting", "create_data_store", "create_data_store_access_entry", "create_data_store_finding", "create_incident", "create_incident_alert", "create_incident_internal_note", "create_incident_public_note", "create_incident_severity", "create_incident_state", "create_incident_state_timeline", "create_label", "create_monitor", "create_monitor_status", "create_monitor_status_event", "create_on_call_policy", "create_postmortem_status", "create_residency_rule", "create_scheduled_maintenance_event", "create_scheduled_maintenance_state", "create_scheduled_maintenance_state_timeline", "create_security_case", "create_security_case_evidence", "create_security_case_note", "create_security_case_priority", "create_security_case_status", "create_security_case_task", "create_security_detection", "create_security_playbook", "create_status_page", "create_status_page_announcement", "create_team", "create_warehouse_job", "delete_alert", "delete_alert_internal_note", "delete_alert_severity", "delete_alert_state", "delete_alert_state_timeline", "delete_bi_dashboard", "delete_bi_tool", "delete_check_setting", "delete_cloud_budget", "delete_custom_data_type", "delete_data_asset", "delete_data_check", "delete_data_flow", "delete_data_observability_setting", "delete_data_pipeline", "delete_data_product", "delete_data_reconciliation", "delete_data_security_identity", "delete_data_security_issue", "delete_data_security_scan", "delete_data_security_setting", "delete_data_store", "delete_data_store_access_entry", "delete_data_store_finding", "delete_incident", "delete_incident_alert", "delete_incident_internal_note", "delete_incident_public_note", "delete_incident_severity", "delete_incident_state", "delete_incident_state_timeline", "delete_label", "delete_monitor", "delete_monitor_status", "delete_monitor_status_event", "delete_on_call_policy", "delete_postmortem_status", "delete_residency_rule", "delete_scheduled_maintenance_event", "delete_scheduled_maintenance_state", "delete_scheduled_maintenance_state_timeline", "delete_security_case", "delete_security_case_evidence", "delete_security_case_note", "delete_security_case_priority", "delete_security_case_status", "delete_security_case_task", "delete_security_detection", "delete_security_playbook", "delete_status_page", "delete_status_page_announcement", "delete_team", "delete_warehouse_job", "resolve_alert", "resolve_incident", "update_alert", "update_alert_internal_note", "update_alert_severity", "update_alert_state", "update_alert_state_timeline", "update_bi_dashboard", "update_bi_tool", "update_check_setting", "update_cloud_budget", "update_custom_data_type", "update_data_asset", "update_data_check", "update_data_flow", "update_data_observability_setting", "update_data_pipeline", "update_data_product", "update_data_reconciliation", "update_data_security_identity", "update_data_security_issue", "update_data_security_scan", "update_data_security_setting", "update_data_store", "update_data_store_access_entry", "update_data_store_finding", "update_incident", "update_incident_alert", "update_incident_internal_note", "update_incident_public_note", "update_incident_severity", "update_incident_state", "update_incident_state_timeline", "update_label", "update_monitor", "update_monitor_status", "update_monitor_status_event", "update_on_call_policy", "update_postmortem_status", "update_residency_rule", "update_scheduled_maintenance_event", "update_scheduled_maintenance_state", "update_scheduled_maintenance_state_timeline", "update_security_case", "update_security_case_evidence", "update_security_case_note", "update_security_case_priority", "update_security_case_status", "update_security_case_task", "update_security_detection", "update_security_playbook", "update_status_page", "update_status_page_announcement", "update_team", "update_warehouse_job" ] }, "alt_readonly": null, "tool_filter": null, "notes": [] }, { "rank": 8, "slug": "porkbun-mcp", "label": "Porkbun MCP", "name": "@porkbunllc/mcp-server", "status": "Not ranked: Not promoted: no passing tool call, under 50 stars", "status_kind": "warn", "tokens": 40842, "tools": 120, "measured_on": "2026-11-11", "version": "0.55.0", "destructive_count": 36, "annotated_count": 120, "write_count": 65, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only domain and DNS lookup agent", "how": "drop the 65 tools our permission card marks as write (state-changing); keep the 55 read tools.", "keep_count": 55, "slim_tokens": 11622, "saving": 29220, "dropped": [ "buy_closeout", "cancel_transfer", "configure_auto_topup", "confirm_email_verification", "confirm_phone_verification", "connect_domains_to_cloudflare", "create_cloudflare_record", "create_dns_record", "create_dnssec_record", "create_email_forward", "create_glue_record", "create_hosting", "create_mailbox", "create_sandbox_key", "create_url_forward", "create_webhook", "create_wp_credentials", "delete_cloudflare_record", "delete_dns_record", "delete_dnssec_record", "delete_email_forward", "delete_glue_record", "delete_hosting", "delete_hosting_file", "delete_url_forward", "delete_webhook", "delete_wp_credentials", "deploy_site", "disconnect_cloudflare", "edit_cloudflare_record", "import_dns_records", "make_hosting_dir", "prepare_transfer", "register_domain", "renew_domain", "renew_mailbox", "request_api_key", "resend_webhook", "restore_dns_zone", "retrieve_api_key", "retry_cloudflare_domain", "rollback_cloudflare_domain", "rotate_webhook_secret", "sandbox_reset", "sandbox_topup", "sandbox_trigger_webhook", "send_email_verification_code", "send_phone_verification_code", "set_cloudflare_proxy", "set_cloudflare_zone_settings", "set_email_password", "setup_mailbox", "start_transfer", "test_webhook", "top_up_account_credit", "top_up_with_card_mpp", "top_up_with_usdc", "transfer_domain", "update_auto_renew", "update_contacts", "update_dns_record", "update_glue_record", "update_nameservers", "update_transfer_auth_code", "update_webhook" ] }, "alt_readonly": null, "tool_filter": null, "notes": [] }, { "rank": 9, "slug": "keboola-mcp", "label": "Keboola MCP (official)", "name": "keboola-mcp-server", "status": "Not ranked: Held: no passing tool call yet", "status_kind": "warn", "tokens": 36363, "tools": 47, "measured_on": "2026-11-11", "version": "1.112.2", "destructive_count": 13, "annotated_count": 47, "write_count": 23, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only data exploration agent", "how": "drop the 23 tools our permission card marks as write (state-changing); keep the 24 read tools.", "keep_count": 24, "slim_tokens": 12851, "saving": 23512, "dropped": [ "add_config_row", "create_conditional_flow", "create_config", "create_flow", "create_oauth_url", "create_project", "create_python_js_data_app_git_credential", "create_sql_transformation", "create_stream", "delete_python_js_data_app_draft", "deploy_data_app", "link_shared_bucket", "modify_flow", "modify_python_js_data_app", "modify_streamlit_data_app", "run_job", "run_sync_action", "update_config", "update_config_row", "update_descriptions", "update_flow", "update_project_description", "update_sql_transformation" ] }, "alt_readonly": null, "tool_filter": { "summary": "The README documents HTTP headers X-Allowed-Tools, X-Disallowed-Tools and X-Read-Only-Mode to limit which tools the server exposes.", "readme_url": "https://pypi.org/project/keboola-mcp-server/1.112.2/", "readme_source": "PyPI long_description for keboola-mcp-server 1.112.2", "version": "1.112.2" }, "notes": [] }, { "rank": 10, "slug": "toggl-mcp", "label": "Toggl MCP", "name": "@togglhq/mcp", "status": "Not ranked: No public repo", "status_kind": "warn", "tokens": 26860, "tools": 54, "measured_on": "2026-11-11", "version": "1.13.121", "destructive_count": 23, "annotated_count": 54, "write_count": 36, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only time reporting agent", "how": "drop the 36 tools our permission card marks as write (state-changing); keep the 18 read tools.", "keep_count": 18, "slim_tokens": 3896, "saving": 22964, "dropped": [ "ai", "alerts", "auth", "clients", "custom-fields", "customreports", "designations", "goals", "logout", "milestones", "org-invitations", "org-members", "org-time-off-me", "organization", "profile-remove", "profile-switch", "projects", "publicsharedreports", "rates", "recurring-budget-suggestions", "reportschedules", "saved-views", "shared-working-hours", "sharedreports", "statuses", "subscriptions", "tags", "tasks", "time-entries", "time-off", "timesheets", "track-team-invites", "users", "working-hours", "workspace-settings", "workspace-switch" ] }, "alt_readonly": null, "tool_filter": null, "notes": [] }, { "rank": 11, "slug": "growsurf-mcp", "label": "GrowSurf MCP", "name": "@growsurfteam/growsurf-mcp", "status": "Ranked #5", "status_kind": "ok", "tokens": 24272, "tools": 66, "measured_on": "2026-11-11", "version": "0.19.30", "destructive_count": 23, "annotated_count": 66, "write_count": 35, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only referral reporting agent", "how": "drop the 35 tools our permission card marks as write (state-changing); keep the 31 read tools.", "keep_count": 31, "slim_tokens": 7847, "saving": 16425, "dropped": [ "growsurf_add_participant", "growsurf_bulk_delete_participants", "growsurf_cancel_delayed_referral", "growsurf_capture_referral_flow_screenshots", "growsurf_clone_campaign", "growsurf_create_campaign", "growsurf_create_campaign_reward", "growsurf_create_campaign_webhook", "growsurf_create_mobile_participant_token", "growsurf_create_program_resource", "growsurf_delete_campaign_reward", "growsurf_delete_campaign_webhook", "growsurf_delete_program_resource", "growsurf_email_participant", "growsurf_prepare_program_resource_file", "growsurf_record_sale", "growsurf_refund_transaction", "growsurf_remove_campaign_custom_domain", "growsurf_request_participant_payout_destination_confirmation", "growsurf_request_team_verification", "growsurf_resend_team_owner_verification_email", "growsurf_set_campaign_custom_domain", "growsurf_test_campaign_webhook", "growsurf_trigger_referral", "growsurf_update_campaign", "growsurf_update_campaign_design", "growsurf_update_campaign_emails", "growsurf_update_campaign_installation", "growsurf_update_campaign_options", "growsurf_update_campaign_reward", "growsurf_update_campaign_webhook", "growsurf_update_participant", "growsurf_update_program_resource", "growsurf_update_team", "growsurf_verify_campaign_custom_domain" ] }, "alt_readonly": null, "tool_filter": null, "notes": [] }, { "rank": 12, "slug": "grafana-mcp-server-official", "label": "Grafana MCP Server (official)", "name": "grafana/mcp-grafana", "status": "Not ranked: Held: no passing tool call yet", "status_kind": "warn", "tokens": 20513, "tools": 79, "measured_on": "2026-11-11", "version": "2.1.1", "destructive_count": 9, "annotated_count": 79, "write_count": 19, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only incident investigation agent", "how": "drop the 19 tools our permission card marks as write (state-changing); keep the 60 read tools.", "keep_count": 60, "slim_tokens": 13470, "saving": 7043, "dropped": [ "add_activity_to_incident", "alerting_routing_write", "alerting_rules_write", "alerting_silences_write", "create_annotation", "create_datasource", "create_folder", "create_incident", "create_snapshot", "delete_annotation", "delete_snapshot", "generate_deeplink", "grafana_api_request", "install_plugin", "update_alert_group", "update_annotation", "update_dashboard", "update_datasource", "update_incident" ] }, "alt_readonly": null, "tool_filter": { "summary": "The README documents --enabled-tools to choose tool categories (some categories stay off until listed) and --disable-write to drop write tools.", "readme_url": "https://github.com/grafana/mcp-grafana/blob/v2.1.1/README.md", "readme_source": "README.md from repo grafana/mcp-grafana at tag v2.1.1", "version": "2.1.1" }, "notes": [] }, { "rank": 13, "slug": "dbt-mcp", "label": "dbt MCP (official)", "name": "dbt-mcp", "status": "Ranked #6", "status_kind": "ok", "tokens": 18871, "tools": 39, "measured_on": "2026-11-11", "version": "2.10.1", "destructive_count": 0, "annotated_count": 39, "write_count": 3, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only analytics agent", "how": "drop the 3 tools our permission card marks as write (state-changing); keep the 36 read tools.", "keep_count": 36, "slim_tokens": 17650, "saving": 1221, "dropped": [ "cancel_job_run", "retry_job_run", "trigger_job_run" ] }, "alt_readonly": null, "tool_filter": null, "notes": [] }, { "rank": 14, "slug": "power-bi-modeling-mcp", "label": "Power BI Modeling MCP", "name": "@microsoft/powerbi-modeling-mcp", "status": "Ranked #7", "status_kind": "ok", "tokens": 17921, "tools": 22, "measured_on": "2026-11-11", "version": "1.0.1", "destructive_count": 18, "annotated_count": 22, "write_count": 18, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only DAX query agent", "how": "drop the 18 tools our permission card marks as write (state-changing); keep the 4 read tools.", "keep_count": 4, "slim_tokens": 1307, "saving": 16614, "dropped": [ "calculation_group_operations", "calendar_operations", "column_operations", "culture_operations", "database_operations", "function_operations", "measure_operations", "model_operations", "named_expression_operations", "object_translation_operations", "partition_operations", "perspective_operations", "query_group_operations", "relationship_operations", "security_role_operations", "table_operations", "transaction_operations", "user_hierarchy_operations" ] }, "alt_readonly": null, "tool_filter": null, "notes": [] }, { "rank": 15, "slug": "trigger-dev-mcp", "label": "Trigger.dev MCP (official)", "name": "trigger.dev", "status": "Ranked #8", "status_kind": "ok", "tokens": 17869, "tools": 55, "measured_on": "2026-11-11", "version": "4.8.3", "destructive_count": 23, "annotated_count": 55, "write_count": 23, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only run monitoring agent", "how": "drop the 23 tools our permission card marks as write (state-changing); keep the 32 read tools.", "keep_count": 32, "slim_tokens": 8265, "saving": 9604, "dropped": [ "cancel_run", "close_agent_chat", "create_alert", "create_dashboard", "create_project_in_org", "create_prompt_override", "deploy", "generate_webhook_secret", "initialize_project", "promote_prompt_version", "reactivate_prompt_override", "remove_prompt_override", "replay_run", "replay_webhook_delivery", "resolve_alert", "send_agent_message", "set_dashboard_widgets", "set_webhook_secret", "start_agent_chat", "submit_feedback", "trigger_task", "update_prompt_override", "write_session_channel" ] }, "alt_readonly": null, "tool_filter": null, "notes": [] }, { "rank": 16, "slug": "justlend-mcp", "label": "JustLend MCP", "name": "@justlend/mcp-server-justlend", "status": "Ranked #9", "status_kind": "ok", "tokens": 17553, "tools": 104, "measured_on": "2026-11-11", "version": "1.1.3", "destructive_count": 28, "annotated_count": 104, "write_count": 41, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only market data agent", "how": "drop the 41 tools our permission card marks as write (state-changing); keep the 63 read tools.", "keep_count": 63, "slim_tokens": 9737, "saving": 7816, "dropped": [ "approve_jst_for_voting", "approve_liquidator_token", "approve_moolah_proxy", "approve_moolah_vault", "approve_underlying", "borrow", "buy_energy_direct", "cast_vote", "claim_moolah_mining_period", "claim_rewards", "claim_strx_rewards", "claim_v1_mining_period", "connect_browser_wallet", "deposit_jst_for_votes", "enter_market", "exit_market", "moolah_borrow", "moolah_liquidate", "moolah_repay", "moolah_supply_collateral", "moolah_vault_deposit", "moolah_vault_redeem", "moolah_vault_withdraw", "moolah_withdraw_collateral", "rent_energy", "repay", "return_energy_rental", "set_active_wallet", "set_network", "set_wallet_mode", "stake_trx_to_strx", "supply", "transfer_trc20", "transfer_trx", "unstake_strx", "unwrap_trx", "withdraw", "withdraw_all", "withdraw_votes_from_proposal", "withdraw_votes_to_jst", "wrap_trx" ] }, "alt_readonly": null, "tool_filter": null, "notes": [] }, { "rank": 17, "slug": "browserless-mcp", "label": "Browserless MCP (official)", "name": "@browserless.io/mcp", "status": "Not ranked: Held: no passing tool call yet", "status_kind": "warn", "tokens": 17023, "tools": 19, "measured_on": "2026-11-11", "version": "1.43.1", "destructive_count": 5, "annotated_count": 19, "write_count": 5, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only scraping and session lookup agent", "how": "drop the 5 tools our permission card marks as write (state-changing); keep the 14 read tools.", "keep_count": 14, "slim_tokens": 6729, "saving": 10294, "dropped": [ "browserless_agent", "browserless_function", "browserless_link_checkout", "browserless_link_connect", "browserless_live_url" ] }, "alt_readonly": null, "tool_filter": null, "notes": [] }, { "rank": 18, "slug": "files-com-mcp", "label": "Files.com MCP (official)", "name": "files-com-mcp", "status": "Not ranked: Not promoted: no passing tool call, under 50 stars", "status_kind": "warn", "tokens": 16781, "tools": 67, "measured_on": "2026-11-11", "version": "1.0.105", "destructive_count": 20, "annotated_count": 67, "write_count": 27, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only file lookup agent", "how": "drop the 27 tools our permission card marks as write (state-changing); keep the 40 read tools.", "keep_count": 40, "slim_tokens": 12658, "saving": 4123, "dropped": [ "Begin_Delete_File", "Copy_File", "Create_Bundle", "Create_Bundle_Notification", "Create_Bundle_Recipient", "Create_Folder", "Create_Group", "Create_Permission", "Create_User", "Delete_Bundle", "Delete_Bundle_Notification", "Delete_File", "Delete_Group", "Delete_Permission", "Delete_User", "Download_File_to_Local", "Gpg_Decrypt_File", "Gpg_Encrypt_File", "Move_File", "Transform_File", "Unzip_File", "Update_Bundle", "Update_Bundle_Notification", "Update_Group", "Update_User", "Upload_File_from_Local", "Zip_File" ] }, "alt_readonly": null, "tool_filter": null, "notes": [] }, { "rank": 19, "slug": "azure-devops-mcp", "label": "Azure DevOps MCP (official)", "name": "@azure-devops/mcp", "status": "Ranked #10", "status_kind": "ok", "tokens": 16641, "tools": 44, "measured_on": "2026-11-11", "version": "2.11.0", "destructive_count": 14, "annotated_count": 44, "write_count": 18, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only work item and repo lookup agent", "how": "drop the 18 tools our permission card marks as write (state-changing); keep the 26 read tools.", "keep_count": 26, "slim_tokens": 9093, "saving": 7548, "dropped": [ "pipelines_artifact", "pipelines_write", "repo_create_branch", "repo_file_write", "repo_pull_request_thread_write", "repo_pull_request_write", "testplan_test_case_write", "testplan_test_plan_write", "testplan_test_suite_write", "wiki_upsert_page", "wit_backlog", "wit_work_item_attachment_link", "wit_work_item_attachment_upload", "wit_work_item_comment_write", "wit_work_item_link_write", "wit_work_item_write", "work_capacity_write", "work_iteration_write" ] }, "alt_readonly": null, "tool_filter": { "summary": "The README documents a -d domains flag on the local server (core, work, work-items, search, test-plans, repositories, wiki, pipelines, advanced-security) to load only chosen tool groups.", "readme_url": "https://www.npmjs.com/package/@azure-devops/mcp/v/2.11.0", "readme_source": "README shipped in npm package @azure-devops/mcp@2.11.0", "version": "2.11.0" }, "notes": [] }, { "rank": 20, "slug": "notion-official", "label": "Notion (official)", "name": "@notionhq/notion-mcp-server", "status": "Ranked #11", "status_kind": "ok", "tokens": 16383, "tools": 24, "measured_on": "2026-11-11", "version": "2.6.1", "destructive_count": 12, "annotated_count": 24, "write_count": 12, "unclassified_count": 0, "tools_list_env_dependent": "tool list can depend on the connected account", "slim_profile": { "job": "Read-and-search agent", "how": "keep the read tools plus API-post-search and API-query-data-source (both annotated as not read-only by the server, but needed to find pages); drop page, block, comment and data-source writes.", "keep_count": 14, "slim_tokens": 9049, "saving": 7334, "dropped": [ "API-create-a-comment", "API-create-a-data-source", "API-delete-a-block", "API-move-page", "API-patch-block-children", "API-patch-page", "API-post-page", "API-update-a-block", "API-update-a-data-source", "API-update-page-markdown" ] }, "alt_readonly": { "keep_count": 12, "tokens": 7284, "saving": 9099 }, "tool_filter": null, "notes": [ "A strict read-only cut (dropping every tool the server annotates as not read-only) would also remove search and data-source queries. That leaves 12 tools at 7,284 tokens, but the agent could not find pages." ] }, { "rank": 21, "slug": "mapbox-official", "label": "Mapbox (official)", "name": "@mapbox/mcp-server", "status": "Ranked #12", "status_kind": "ok", "tokens": 15978, "tools": 31, "measured_on": "2026-11-11", "version": "0.17.0", "destructive_count": 0, "annotated_count": 31, "write_count": 1, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Search and directions agent", "how": "drop the offline geometry helpers (area, bbox, bearing, buffer, centroid, convex, destination, difference, distance, intersect, length, midpoint, nearest point, nearest point on line, points within polygon, simplify, union) and feedback_tool.", "keep_count": 13, "slim_tokens": 10839, "saving": 5139, "dropped": [ "area_tool", "bbox_tool", "bearing_tool", "buffer_tool", "centroid_tool", "convex_tool", "destination_tool", "difference_tool", "distance_tool", "feedback_tool", "intersect_tool", "length_tool", "midpoint_tool", "nearest_point_on_line_tool", "nearest_point_tool", "points_within_polygon_tool", "simplify_tool", "union_tool" ] }, "alt_readonly": { "keep_count": 30, "tokens": 15246, "saving": 732 }, "tool_filter": null, "notes": [] }, { "rank": 22, "slug": "mongodb-official", "label": "MongoDB (official)", "name": "mongodb-mcp-server", "status": "Ranked #13", "status_kind": "ok", "tokens": 14277, "tools": 27, "measured_on": "2026-11-11", "version": "3.3.0", "destructive_count": 6, "annotated_count": 27, "write_count": 9, "unclassified_count": 0, "tools_list_env_dependent": "tool list can depend on the connected database", "slim_profile": { "job": "Read-only query agent", "how": "drop the 9 tools our permission card marks as write (state-changing); keep the 18 read tools.", "keep_count": 18, "slim_tokens": 10463, "saving": 3814, "dropped": [ "create-collection", "create-index", "delete-many", "drop-collection", "drop-database", "drop-index", "insert-many", "rename-collection", "update-many" ] }, "alt_readonly": null, "tool_filter": { "summary": "The README documents MDB_MCP_DISABLED_TOOLS or --disabledTools to turn off named tools, operation types (create, update, delete) or categories (atlas, mongodb).", "readme_url": "https://www.npmjs.com/package/mongodb-mcp-server/v/3.3.0", "readme_source": "README shipped in npm package mongodb-mcp-server@3.3.0", "version": "3.3.0" }, "notes": [] }, { "rank": 23, "slug": "azure-mcp-microsoft", "label": "Azure MCP (Microsoft)", "name": "@azure/mcp", "status": "Ranked #14", "status_kind": "ok", "tokens": 13912, "tools": 73, "measured_on": "2026-11-11", "version": "4.0.0-beta.6", "destructive_count": 0, "annotated_count": 5, "write_count": 7, "unclassified_count": 60, "tools_list_env_dependent": "", "slim_profile": { "job": "App team on Storage and Key Vault", "how": "keep storage, keyvault, monitor, group_list, group_resource_list, subscription_list, documentation and get_azure_bestpractices; drop the other service namespaces. Most tools here carry no read/write signal, so a read-only cut is not possible.", "keep_count": 8, "slim_tokens": 1722, "saving": 12190, "dropped": [ "acr", "adme", "advisor", "aks", "appconfig", "applens", "applicationinsights", "appservice", "arm", "azd", "azurebackup", "azuremigrate", "azureterraform", "azureterraformbestpractices", "bicepschema", "cloudarchitect", "communication", "compute", "confidentialledger", "containerapps", "cosmos", "datadog", "deploy", "deviceprovisioning", "deviceregistry", "eventgrid", "eventhubs", "extension_cli_generate", "extension_cli_install", "fileshares", "foundry", "foundryextensions", "functionapp", "functions", "grafana", "insights", "iothub", "iotoperations", "kusto", "loadtesting", "managedlustre", "marketplace", "mysql", "netappfiles", "optimization", "policy", "postgres", "pricing", "quota", "redis", "resiliency", "resiliencyagent", "resourcehealth", "role", "search", "servicebus", "servicefabric", "signalr", "speech", "sql", "sreagent", "storagesync", "virtualdesktop", "wellarchitectedframework", "workbooks" ] }, "alt_readonly": { "keep_count": 66, "tokens": 12033, "saving": 1879 }, "tool_filter": null, "notes": [ "Azure MCP groups each Azure service behind one namespace tool. Its average tool is about 190 tokens, so the size comes from the number of services. Keep the namespaces you use. The keep list here is one example." ] }, { "rank": 24, "slug": "yutu-youtube-mcp", "label": "yutu YouTube MCP", "name": "@eat-pray-ai/yutu", "status": "Ranked #15", "status_kind": "ok", "tokens": 13439, "tools": 74, "measured_on": "2026-11-11", "version": "0.11.0", "destructive_count": 15, "annotated_count": 74, "write_count": 52, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Read-only channel analytics agent", "how": "drop the 52 tools our permission card marks as write (state-changing); keep the 22 read tools.", "keep_count": 22, "slim_tokens": 4954, "saving": 8485, "dropped": [ "abuseReport-insert", "caption-delete", "caption-download", "caption-insert", "caption-update", "channel-update", "channelBanner-insert", "channelSection-delete", "comment-delete", "comment-insert", "comment-markAsSpam", "comment-setModerationStatus", "comment-update", "commentThread-insert", "liveBroadcast-bind", "liveBroadcast-delete", "liveBroadcast-insert", "liveBroadcast-insertCuepoint", "liveBroadcast-transition", "liveBroadcast-update", "liveChatBan-delete", "liveChatBan-insert", "liveChatMessage-delete", "liveChatMessage-insert", "liveChatMessage-transition", "liveChatModerator-delete", "liveChatModerator-insert", "liveStream-delete", "liveStream-insert", "liveStream-update", "playlist-delete", "playlist-insert", "playlist-update", "playlistImage-delete", "playlistImage-insert", "playlistImage-update", "playlistItem-delete", "playlistItem-insert", "playlistItem-update", "subscription-delete", "subscription-insert", "thirdPartyLink-delete", "thirdPartyLink-insert", "thirdPartyLink-update", "thumbnail-set", "video-delete", "video-insert", "video-rate", "video-reportAbuse", "video-update", "watermark-set", "watermark-unset" ] }, "alt_readonly": null, "tool_filter": null, "notes": [] }, { "rank": 25, "slug": "antv-chart", "label": "AntV Chart", "name": "@antv/mcp-server-chart", "status": "Ranked #16", "status_kind": "ok", "tokens": 13398, "tools": 27, "measured_on": "2026-11-11", "version": "0.9.10", "destructive_count": 0, "annotated_count": 27, "write_count": 0, "unclassified_count": 0, "tools_list_env_dependent": "", "slim_profile": { "job": "Everyday charts agent", "how": "keep area, bar, column, line, pie and scatter chart tools; drop maps, diagrams, spreadsheets and specialist charts.", "keep_count": 6, "slim_tokens": 3093, "saving": 10305, "dropped": [ "generate_boxplot_chart", "generate_district_map", "generate_dual_axes_chart", "generate_fishbone_diagram", "generate_flow_diagram", "generate_funnel_chart", "generate_histogram_chart", "generate_liquid_chart", "generate_mind_map", "generate_network_graph", "generate_organization_chart", "generate_path_map", "generate_pin_map", "generate_radar_chart", "generate_sankey_chart", "generate_spreadsheet", "generate_treemap_chart", "generate_venn_chart", "generate_violin_chart", "generate_waterfall_chart", "generate_word_cloud_chart" ] }, "alt_readonly": null, "tool_filter": { "summary": "The README documents a DISABLED_TOOLS environment variable (a comma-separated list of tool names to disable).", "readme_url": "https://www.npmjs.com/package/@antv/mcp-server-chart/v/0.9.10", "readme_source": "README shipped in npm package @antv/mcp-server-chart@0.9.10", "version": "0.9.10" }, "notes": [] } ], "left_out": { "rea": { "slug": "rea-reverse-engineer-anything", "label": "REA: Reverse Engineer Anything", "tokens": 179483, "tools": 207, "measured_on": "2026-11-11", "version": "6.7.0", "reason": "failed its latest published run (the stored estimate is from an earlier capture)" }, "deprecated": [ { "slug": "circleci-official", "label": "CircleCI (official)", "tokens": 10761, "tools": 13, "measured_on": "2026-11-11" }, { "slug": "github-legacy-reference", "label": "GitHub (legacy reference)", "tokens": 3359, "tools": 26, "measured_on": "2026-11-11" }, { "slug": "browser-agent-infra", "label": "Browser (agent-infra)", "tokens": 1549, "tools": 21, "measured_on": "2026-11-11" }, { "slug": "browserbase", "label": "Browserbase", "tokens": 1044, "tools": 9, "measured_on": "2026-11-11" }, { "slug": "puppeteer-legacy-reference", "label": "Puppeteer (legacy reference)", "tokens": 518, "tools": 7, "measured_on": "2026-11-11" }, { "slug": "redis-legacy-reference", "label": "Redis (legacy reference)", "tokens": 214, "tools": 4, "measured_on": "2026-11-10" }, { "slug": "aws-kb-retrieval-legacy-reference", "label": "AWS KB Retrieval (legacy reference)", "tokens": 99, "tools": 1, "measured_on": "2026-11-11" }, { "slug": "postgres-legacy-reference", "label": "Postgres (legacy reference)", "tokens": 32, "tools": 1, "measured_on": "2026-11-11" } ], "cutoff_tokens": 13398 } }