// MCP TOKEN COST

The Wps Office MCP server costs 37,742 tokens before the first call.

Every request your agent makes carries every tool definition this server exposes — context your code, documents and conversation can't use, mostly for tools the agent never calls. You don't need them all in the window, and you don't have to pay for them.

QUICK ANSWER The Wps Office MCP server's 250 tool definitions consume 37,742 tokens — 19% of a 200k context window, and 20× the median MCP server (1,866 tokens). A scoped grant exposing only the tools you use cuts that roughly in proportion.

MEASURED FROM SCHEMAS tiktoken o200k_base · rank #135 of 12,801 measured servers · refreshed every build Method →

// CONTEXT WINDOW SHARE

What that costs before your agent starts working.

Tool definitions are overhead: they occupy context on every request and compete with your code, documents and conversation history for the same window.

200K WINDOW 19%

1M WINDOW 3.8%

Corpus context: Wps Office ranks #135 of 12,801 measured MCP servers by definition cost. The median is 1,866 tokens, p90 is 13,646, and the heaviest (Ainumbers Mcp Apps) is 442,891 — 221% of a 200k window on its own. New to this? See MCP token cost and context window in the glossary.

Token cost is one axis. See the risk picture across your whole stack →

// PER-TOOL BREAKDOWN

Where the 37,742 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 151 tokens per tool.

Tool	Category	Tokens	% of server
wps_excel_update_pivot_table	Write	599	1.6%
wps_excel_create_pivot_table	Write	563	1.5%
wps_excel_create_chart	Write	527	1.4%
wps_ppt_set_image_style	Write	518	1.4%
wps_excel_export_range_as_image	Write	456	1.2%
wps_ppt_export_slide_as_image	Write	435	1.2%
wps_excel_export_chart_as_image	Write	423	1.1%
wps_excel_set_cell_format	Write	401	1.1%
wps_excel_update_chart	Write	394	1.0%
wps_ppt_insert_slides_from_file	Write	387	1.0%
wps_word_smart_fill_field	Write	384	1.0%
wps_ppt_create_flow_chart	Write	331	0.9%
wps_ppt_add_shape	Write	328	0.9%
wps_ppt_set_table_cell_style	Write	326	0.9%
wps_ppt_set_shape_gradient	Write	324	0.9%
wps_ppt_set_shape_shadow	Write	320	0.8%
wps_ppt_create_kpi_cards	Write	318	0.8%
wps_ppt_replace_ppt_image	Write	313	0.8%
wps_ppt_set_table_style	Write	297	0.8%
wps_ppt_beautify	Write	288	0.8%
wps_word_proofread_basic	Write	287	0.8%
wps_ppt_set_shape_border	Write	286	0.8%
wps_ppt_set_table_row_style	Write	285	0.8%
wps_convert_format	Write	270	0.7%
wps_ppt_create_styled_table	Write	266	0.7%
wps_ppt_apply_color_scheme	Write	265	0.7%
wps_ppt_insert_ppt_chart	Write	264	0.7%
wps_ppt_set_background_gradient	Write	260	0.7%
wps_ppt_set_active_target	Write	254	0.7%
wps_ppt_insert_ppt_image	Write	243	0.6%
wps_word_set_font	Write	243	0.6%
wps_ppt_set_3d_material	Write	242	0.6%
wps_ppt_add_chart	Write	241	0.6%
wps_ppt_set_animation	Write	239	0.6%
wps_excel_clean_data	Read	231	0.6%
wps_word_find_in_document	Read	227	0.6%
wps_excel_generate_formula	Write	226	0.6%
wps_ppt_set_slide_transition	Destructive	221	0.6%
wps_ppt_align_shapes	Write	221	0.6%
wps_ppt_set_ppt_chart_style	Write	220	0.6%
wps_ppt_set_shape_style	Write	220	0.6%
wps_word_find_replace	Read	218	0.6%
wps_ppt_align_objects	Write	217	0.6%
wps_ppt_add_slide	Write	216	0.6%
wps_ppt_add_textbox	Write	215	0.6%
wps_excel_set_conditional_format	Write	212	0.6%
wps_ppt_unify_font	Write	212	0.6%
wps_ppt_add_emphasis_animation	Write	211	0.6%
wps_word_apply_style	Write	210	0.6%
wps_ppt_insert_table	Write	209	0.6%
wps_ppt_add_animation_preset	Destructive	206	0.5%
wps_ppt_create_timeline	Write	206	0.5%
wps_ppt_set_shape_z_order	Write	203	0.5%
wps_ppt_set_slide_size	Write	202	0.5%
wps_ppt_set_shape_position	Write	200	0.5%
wps_ppt_insert_image	Write	198	0.5%
wps_word_insert_text	Write	197	0.5%
wps_ppt_set_transition	Destructive	196	0.5%
wps_excel_diagnose_formula	Write	195	0.5%
wps_excel_set_number_format	Write	194	0.5%
wps_word_set_page_setup	Write	193	0.5%
wps_word_get_paragraphs	Read	191	0.5%
wps_excel_set_data_validation	Write	189	0.5%
wps_ppt_set_ppt_date_time	Write	189	0.5%
wps_ppt_set_slide_background	Write	189	0.5%
wps_ppt_beautify_all_slides	Write	188	0.5%
wps_ppt_set_3d_rotation	Write	187	0.5%
wps_convert_to_pdf	Write	186	0.5%
wps_ppt_set_table_cell	Write	186	0.5%
wps_ppt_add_animation	Write	183	0.5%
wps_excel_set_border	Write	182	0.5%
wps_ppt_create_org_chart	Write	182	0.5%
wps_ppt_distribute_shapes	Write	182	0.5%
wps_ppt_create_3d_text	Write	181	0.5%
wps_ppt_add_title_decoration	Write	180	0.5%
wps_word_generate_toc	Write	180	0.5%
wps_ppt_set_3d_depth	Write	175	0.5%
wps_word_replace_range	Write	173	0.5%
wps_ppt_set_slide_layout	Write	172	0.5%
wps_excel_subtotal	Write	171	0.5%
wps_ppt_create_mini_charts	Write	169	0.4%
wps_ppt_create_progress_bar	Write	168	0.4%
wps_ppt_create_donut_chart	Write	165	0.4%
wps_ppt_add_ppt_hyperlink	Write	164	0.4%
wps_ppt_get_table_cell	Read	163	0.4%
wps_excel_find_replace	Read	162	0.4%
wps_excel_sort_range	Write	162	0.4%
wps_ppt_auto_beautify_slide	Write	161	0.4%
wps_ppt_set_font_color	Write	161	0.4%
wps_ppt_set_shape_fill	Write	161	0.4%
wps_ppt_insert_slide_image	Write	157	0.4%
wps_ppt_smart_distribute	Write	156	0.4%
wps_ppt_set_background	Write	152	0.4%
wps_excel_insert_excel_image	Write	151	0.4%
wps_ppt_set_ppt_chart_data	Write	150	0.4%
wps_word_replace_bookmark_content	Write	150	0.4%
wps_ppt_add_master_element	Write	148	0.4%
wps_ppt_set_shape_transparency	Write	148	0.4%
wps_ppt_create_grid	Write	147	0.4%
wps_ppt_create_gauge	Write	146	0.4%
wps_common_save_as	Write	144	0.4%
wps_excel_write_range	Write	142	0.4%
wps_ppt_add_page_indicator	Write	141	0.4%
wps_excel_set_cell_style	Write	140	0.4%
wps_excel_remove_duplicates	Destructive	139	0.4%
wps_ppt_set_shape_text	Write	138	0.4%
wps_ppt_set_animation_order	Write	136	0.4%
wps_ppt_group_shapes	Write	134	0.4%
wps_cache_data	Read	133	0.4%
wps_word_get_document_text	Read	133	0.4%
wps_excel_set_formula	Write	133	0.4%
wps_word_set_line_spacing	Write	133	0.4%
wps_ppt_set_master_background	Write	132	0.3%
wps_word_generate_doc_toc	Write	132	0.3%
wps_word_insert_section_break	Write	131	0.3%
wps_ppt_copy_slide	Write	130	0.3%
wps_ppt_open_presentation	Write	130	0.3%
wps_ppt_apply_transition_to_all	Write	129	0.3%
wps_ppt_set_background_color	Write	129	0.3%
wps_word_insert_image	Write	129	0.3%
wps_ppt_replace_ppt_text	Write	127	0.3%
wps_word_insert_bookmark	Write	127	0.3%
wps_word_enable_track_changes	Write	125	0.3%
wps_excel_fill_series	Write	124	0.3%
wps_common_set_selected_text	Write	123	0.3%
wps_ppt_add_speaker_notes	Write	123	0.3%
wps_ppt_close_presentation	Write	123	0.3%
wps_ppt_duplicate_shape	Write	123	0.3%
wps_excel_auto_filter	Write	121	0.3%
wps_ppt_move_slide	Write	120	0.3%
wps_excel_set_column_width	Write	117	0.3%
wps_ppt_set_background_image	Write	117	0.3%
wps_ppt_remove_ppt_hyperlink	Destructive	116	0.3%
wps_excel_hide_row	Write	115	0.3%
wps_ppt_start_slide_show	Execute	114	0.3%
wps_ppt_set_slide_title	Write	113	0.3%
wps_excel_freeze_panes	Write	112	0.3%
wps_ppt_delete_shape	Destructive	111	0.3%
wps_excel_lock_cells	Write	111	0.3%
wps_ppt_set_textbox_style	Write	111	0.3%
wps_excel_clear_range	Destructive	110	0.3%
wps_ppt_delete_ppt_image	Destructive	110	0.3%
wps_ppt_remove_animation	Destructive	110	0.3%
wps_ppt_find_ppt_text	Read	110	0.3%
wps_ppt_set_slide_number	Write	110	0.3%
wps_excel_group_rows	Write	109	0.3%
wps_ppt_set_slide_notes	Write	109	0.3%
wps_excel_read_range	Read	108	0.3%
wps_excel_copy_sheet	Write	108	0.3%
wps_excel_auto_sum	Write	107	0.3%
wps_excel_set_hyperlink	Write	107	0.3%
wps_ppt_set_ppt_footer	Write	107	0.3%
wps_ppt_get_shapes	Read	106	0.3%
wps_ppt_auto_layout	Write	106	0.3%
wps_word_insert_footer	Write	106	0.3%
wps_word_insert_header	Write	106	0.3%
wps_excel_set_array_formula	Write	105	0.3%
wps_excel_copy_range	Write	104	0.3%
wps_ppt_duplicate_slide	Write	104	0.3%
wps_excel_hide_column	Write	102	0.3%
wps_set_cell_value	Write	102	0.3%
wps_excel_set_cell_value	Write	100	0.3%
wps_ppt_switch_presentation	Write	99	0.3%
wps_common_get_selected_text	Read	98	0.3%
wps_excel_insert_columns	Write	98	0.3%
wps_excel_insert_rows	Write	98	0.3%
wps_excel_show_rows	Read	97	0.3%
wps_ppt_get_slide_info	Read	97	0.3%
wps_excel_hide_rows	Write	97	0.3%
wps_excel_set_row_height	Write	97	0.3%
wps_ppt_delete_slide	Destructive	96	0.3%
wps_common_get_app_info	Read	96	0.3%
wps_execute_method	Execute	95	0.3%
wps_excel_delete_columns	Destructive	94	0.2%
wps_excel_delete_rows	Destructive	94	0.2%
wps_common_wire_check	Read	94	0.2%
wps_excel_show_columns	Read	93	0.2%
wps_excel_unmerge_cells	Write	93	0.2%
wps_ppt_switch_slide	Write	93	0.2%
wps_word_open_document	Write	93	0.2%
wps_excel_get_cell_comments	Read	92	0.2%
wps_excel_auto_fill	Write	92	0.2%
wps_excel_paste_range	Write	92	0.2%
wps_excel_get_cell_value	Read	91	0.2%
wps_ppt_get_slide_notes	Read	91	0.2%
wps_excel_merge_cells	Write	90	0.2%
wps_ppt_set_textbox_text	Write	90	0.2%
wps_word_switch_document	Write	90	0.2%
wps_common_ping	Write	89	0.2%
wps_excel_text_to_columns	Write	89	0.2%
wps_ppt_remove_slide_transition	Destructive	88	0.2%
wps_ppt_get_animations	Read	88	0.2%
wps_common_save	Write	87	0.2%
wps_get_cell_value	Read	86	0.2%
wps_ppt_get_slide_master	Read	86	0.2%
wps_excel_create_sheet	Write	86	0.2%
wps_excel_insert_column	Write	84	0.2%
wps_word_set_font_style	Write	84	0.2%
wps_excel_protect_workbook	Write	83	0.2%
wps_excel_set_named_range	Write	82	0.2%
wps_excel_transpose	Write	81	0.2%
wps_ppt_set_slide_theme	Write	81	0.2%
wps_excel_delete_column	Destructive	80	0.2%
wps_excel_delete_row	Destructive	80	0.2%
wps_word_set_paragraph	Write	78	0.2%
wps_ppt_delete_textbox	Destructive	77	0.2%
wps_ppt_get_open_presentations	Read	77	0.2%
wps_excel_delete_cell_comment	Destructive	76	0.2%
wps_ppt_get_slide_count	Read	76	0.2%
wps_word_get_open_documents	Read	76	0.2%
wps_excel_evaluate_formula	Write	74	0.2%
wps_insert_text	Write	74	0.2%
wps_word_get_track_changes_status	Read	73	0.2%
wps_excel_close_workbook	Write	73	0.2%
wps_ppt_set_slide_subtitle	Write	73	0.2%
wps_excel_rename_sheet	Write	72	0.2%
wps_ppt_create_presentation	Write	72	0.2%
wps_ppt_set_slide_content	Write	72	0.2%
wps_excel_get_cell_info	Read	71	0.2%
wps_excel_insert_row	Write	71	0.2%
wps_excel_move_sheet	Write	70	0.2%
wps_excel_add_comment	Write	68	0.2%
wps_excel_get_formula	Read	67	0.2%
wps_word_insert_table	Write	66	0.2%
wps_excel_protect_sheet	Write	62	0.2%
wps_ppt_get_textboxes	Read	60	0.2%
wps_excel_delete_sheet	Destructive	59	0.2%
wps_excel_set_zoom	Write	58	0.2%
wps_word_set_text_color	Write	58	0.2%
wps_ppt_get_slide_title	Read	57	0.2%
wps_excel_switch_sheet	Write	57	0.2%
wps_get_cached_data	Read	53	0.1%
wps_excel_open_workbook	Write	53	0.1%
wps_excel_unprotect_sheet	Write	52	0.1%
wps_clear_cache	Destructive	51	0.1%
wps_excel_switch_workbook	Write	51	0.1%
wps_word_insert_comment	Write	50	0.1%
wps_excel_get_sheet_list	Read	47	0.1%
wps_excel_zoom	Write	47	0.1%
wps_excel_set_print_area	Write	46	0.1%
wps_excel_get_open_workbooks	Read	40	0.1%
wps_excel_get_selection	Read	40	0.1%
wps_excel_create_workbook	Write	37	0.1%
wps_word_insert_page_break	Write	37	0.1%
wps_get_active_workbook	Read	36	0.1%
wps_get_active_presentation	Read	35	0.1%
wps_word_get_active_document	Read	35	0.1%
wps_get_active_document	Read	33	0.1%
wps_list_cache	Read	33	0.1%
wps_check_connection	Read	28	0.1%

// CUT THE COST

Your agent uses a handful of these tools. It pays for all 250.

You don't need all 250 of those definitions in the window. PolicyLayer is an MCP gateway that sits in front of Wps Office: only the tools you grant are exposed to the agent, the rest never load. A smaller window means a sharper agent — less noise when it picks a tool — and every request costs less:

Grant scope	Definition cost	Reduction
All 250 tools (no gateway)	37,742 tokens	—
3 granted tools	~453 tokens	−99%
5 granted tools	~755 tokens	−98%
10 granted tools	~1,510 tokens	−96%

The risk dividend: 19 of these 250 tools are critical-risk (destructive or financial) and cost 2,114 tokens (6% of the definition load). Block them — the recommended starter policy — and you reclaim that context before tuning anything else.

Create a free account and register Wps Office — nothing to install.
Grant only the tools you use — ungranted definitions never enter the context window.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

CUT WPS OFFICE TOKEN COST →

Instant setup, no code required.

Model your own stack in the token-cost calculator, or see the Wps Office policy for what a sensible grant looks like.

//FAQ

Wps Office token-cost questions.

How many tokens does the Wps Office MCP server use?+

Its 250 tool definitions total 37,742 tokens — 19% of a 200k context window — measured with tiktoken o200k_base over the serialised tools/list payload. Exact counts vary slightly by client and model.

Why does Wps Office consume tokens before I send a message?+

MCP clients load every connected server's tool definitions — name, description, and input schema — into the model's context so it knows what it can call. That payload is charged against your context window on every request, whether or not a tool is used.

How do I reduce Wps Office's token usage?+

Expose fewer tools. A PolicyLayer grant scopes Wps Office to only the tools you allow — ungranted definitions are filtered out of the tool list, so they never enter the context window. A grant of 3 typical tools costs roughly 453 tokens, a 99% reduction.

Does deferred tool loading fix this?+

Partially, in some clients. Claude Code defers MCP tool schemas behind a tool-search step by default, and VS Code has experimental grouping — but you still pay tokens per search and reload, and Cursor, Windsurf and Gemini CLI load definitions upfront. Reducing the exposed tool set cuts the cost in every client.

// METHOD & REVIEW

How these numbers were measured.

01

Serialisation

Each tool is serialised as a tools/list entry — name, description, input schema — from the schemas in the PolicyLayer scan database. Clients differ slightly in framing, so treat counts as close estimates.

02

Tokeniser

tiktoken o200k_base (GPT-4o/o-series). Anthropic's current tokeniser isn't published, so Claude's exact counts will differ; for English text and JSON schemas the totals are close enough to treat these as estimates.

03

Deferred loading

Some clients now defer schema loading (Claude Code's tool search; VS Code experimental grouping). You still pay per search and reload — and Cursor, Windsurf and Gemini CLI load everything upfront.

Computed 21-10-2026 from the PolicyLayer scan database over all 250 catalogued Wps Office tools. Counts refresh with every site build.