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Home / Token cost / AstroWay Astrology API (full catalogue)
// MCP TOKEN COST

The AstroWay Astrology API (full catalogue) MCP server costs 547,756 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 AstroWay Astrology API (full catalogue) MCP server's 799 tool definitions consume 547,756 tokens — 274% of a 200k context window, and 314× the median MCP server (1,746 tokens). A scoped grant exposing only the tools you use cuts that roughly in proportion.

MEASURED FROM SCHEMAS tiktoken o200k_base · rank #1 of 15,192 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 274%
1M WINDOW 55%

Corpus context: AstroWay Astrology API (full catalogue) ranks #1 of 15,192 measured MCP servers by definition cost. The median is 1,746 tokens, p90 is 12,772, and the heaviest (AstroWay Astrology API (full catalogue)) is 547,756 — 274% 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 547,756 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 686 tokens per tool.

ToolCategoryTokens% of server
astroway_render_bi_wheel Read 4,540 0.8%
astroway_reports_generate Write 3,868 0.7%
astroway_render_wheel_western Read 3,320 0.6%
astroway_render_aspect_grid Read 3,313 0.6%
astroway_render_tri_wheel Read 3,195 0.6%
astroway_reports_synastry Read 2,657 0.5%
astroway_render_composite Read 2,516 0.5%
astroway_family_sibling_dynamics Read 2,303 0.4%
astroway_family_genogram Read 2,294 0.4%
astroway_render_cosmogram Read 1,953 0.4%
astroway_render_wheel_vedic_south Read 1,952 0.4%
astroway_render_wheel_vedic_north Read 1,948 0.4%
astroway_render_wheel_vedic_east Read 1,947 0.4%
astroway_reports_natal Write 1,917 0.3%
astroway_reports_relocation Write 1,881 0.3%
astroway_reports_gemstone Write 1,844 0.3%
astroway_reports_stellaforge Read 1,816 0.3%
astroway_reports_transit_yearly Read 1,735 0.3%
astroway_ai_interpret_synastry Read 1,733 0.3%
astroway_reports_ai_synastry_narrative Read 1,729 0.3%
astroway_reports_lal_kitab Read 1,729 0.3%
astroway_reports_vedic_kundli Read 1,715 0.3%
astroway_reports_child Read 1,695 0.3%
astroway_vedic_compatibility_ashtakoot Read 1,695 0.3%
astroway_reports_human_design Read 1,693 0.3%
astroway_reports_love Read 1,691 0.3%
astroway_reports_money Read 1,688 0.3%
astroway_reports_business Read 1,687 0.3%
astroway_reports_career Read 1,684 0.3%
astroway_relational_match_score Read 1,681 0.3%
astroway_vedic_compatibility_dashakoota Destructive 1,680 0.3%
astroway_mcp_ai_comparison_coach Read 1,677 0.3%
astroway_rel_synastry_attraction_score Read 1,655 0.3%
astroway_vedic_compatibility_bhrigu_match Read 1,652 0.3%
astroway_vedic_compatibility_mangal_match Read 1,639 0.3%
astroway_relational_synastry_attraction_score Read 1,635 0.3%
astroway_relational_synastry_aspect_grid Read 1,631 0.3%
astroway_relational_synastry_element_balance Read 1,630 0.3%
astroway_vedic_compatibility_full Read 1,622 0.3%
astroway_hd_human_design_compatibility Read 1,616 0.3%
astroway_relational_synastry_house_overlay Read 1,615 0.3%
astroway_relational_coalescent Read 1,605 0.3%
astroway_relational_davison Read 1,605 0.3%
astroway_relational_composite Read 1,604 0.3%
astroway_pet_owner_pet_compatibility Read 1,602 0.3%
astroway_family_parent_child_deep Read 1,593 0.3%
astroway_business_team_compatibility Read 1,591 0.3%
astroway_relational_synastry Write 1,409 0.3%
astroway_geo_acg_best_places Write 1,403 0.3%
astroway_render_moon_phase Read 1,390 0.3%
astroway_geo_parans_star Write 1,338 0.2%
astroway_geo_acg_by_category Read 1,330 0.2%
astroway_vedic_dashas_shodashottari_maha Read 1,318 0.2%
astroway_vedic_dashas_shoola_maha Read 1,314 0.2%
astroway_reports_vastu Write 1,314 0.2%
astroway_vedic_dashas_chara_maha Read 1,302 0.2%
astroway_vedic_varshaphal Read 1,294 0.2%
astroway_vedic_dashas_tribhagi_maha Execute 1,286 0.2%
astroway_vedic_kundli Read 1,278 0.2%
astroway_vedic_dashas_shatabdika_maha Read 1,276 0.2%
astroway_vedic_dashas_sthira_maha Read 1,274 0.2%
astroway_vedic_dashas_kalachakra_maha Read 1,272 0.2%
astroway_vedic_dashas_ashtottari_maha Read 1,262 0.2%
astroway_prognostics_transit_calendar Read 1,261 0.2%
astroway_vedic_dashas_yogini_maha Read 1,252 0.2%
astroway_ai_interpret_transits Read 1,234 0.2%
astroway_vedic_dashas_shoola_antar Read 1,222 0.2%
astroway_vedic_dashas_vimshottari_maha Read 1,220 0.2%
astroway_vedic_dashas_vimshottari_antar Read 1,219 0.2%
astroway_vedic_dashas_shoola_sookshma Read 1,212 0.2%
astroway_vedic_dashas_kalachakra_antar Read 1,211 0.2%
astroway_vedic_dashas_shoola_prana Read 1,211 0.2%
astroway_geo_acg_line_report Read 1,210 0.2%
astroway_vedic_dashas_shoola_pratyantar Read 1,210 0.2%
astroway_vedic_gemstones Read 1,209 0.2%
astroway_specialized_vedic_divisional Read 1,207 0.2%
astroway_vedic_dashas_chara_antar Read 1,207 0.2%
astroway_vedic_dashas_ashtottari_antar Read 1,203 0.2%
astroway_vd_shodashottari_pratyantar Read 1,201 0.2%
astroway_vedic_dashas_yogini_antar Read 1,201 0.2%
astroway_prognostics_lunar_return Read 1,196 0.2%
astroway_vedic_dashas_shodashottari_antar Read 1,190 0.2%
astroway_vedic_dashas_vimshottari_pratyantar Read 1,190 0.2%
astroway_vedic_dashas_kalachakra_pratyantar Read 1,187 0.2%
astroway_vedic_dashas_shatabdika_antar Read 1,187 0.2%
astroway_vedic_dashas_tribhagi_antar Read 1,186 0.2%
astroway_vedic_dashas_vimshottari_prana Read 1,186 0.2%
astroway_vedic_dashas_chara_pratyantar Read 1,180 0.2%
astroway_vedic_dashas_vimshottari_sookshma Read 1,180 0.2%
astroway_vedic_dashas_shodashottari_pratyantar Read 1,178 0.2%
astroway_vedic_dashas_ashtottari_pratyantar Read 1,175 0.2%
astroway_vedic_dashas_shatabdika_pratyantar Read 1,175 0.2%
astroway_vedic_dashas_kalachakra_prana Execute 1,174 0.2%
astroway_vedic_dashas_tribhagi_pratyantar Read 1,174 0.2%
astroway_vedic_dashas_yogini_pratyantar Read 1,172 0.2%
astroway_vedic_dashas_shodashottari_sookshma Read 1,171 0.2%
astroway_reports_muhurta Read 1,170 0.2%
astroway_vedic_dashas_shodashottari_prana Read 1,170 0.2%
astroway_vedic_dashas_kalachakra_sookshma Read 1,169 0.2%
astroway_vedic_dashas_sthira_antar Read 1,169 0.2%
astroway_vedic_dashas_chara_prana Execute 1,168 0.2%
astroway_vedic_dashas_ashtottari_sookshma Read 1,168 0.2%
astroway_vedic_dashas_shatabdika_sookshma Read 1,168 0.2%
astroway_vedic_dashas_ashtottari_prana Read 1,167 0.2%
astroway_vedic_dashas_shatabdika_prana Read 1,167 0.2%
astroway_vedic_dashas_tribhagi_sookshma Read 1,167 0.2%
astroway_vedic_dashas_tribhagi_prana Read 1,166 0.2%
astroway_geo_acg_zones Read 1,165 0.2%
astroway_vedic_dashas_sthira_sookshma Read 1,165 0.2%
astroway_vedic_dashas_yogini_sookshma Read 1,165 0.2%
astroway_vedic_dashas_sthira_prana Read 1,164 0.2%
astroway_vedic_dashas_yogini_prana Read 1,164 0.2%
astroway_ai_interpret_placement Read 1,163 0.2%
astroway_prognostics_transits Read 1,163 0.2%
astroway_vedic_dashas_sthira_pratyantar Read 1,163 0.2%
astroway_vedic_dashas_chara_sookshma Read 1,162 0.2%
astroway_prognostics_planetary_return Read 1,161 0.2%
astroway_ai_interpret_natal Read 1,154 0.2%
astroway_ai_interpret_element Read 1,149 0.2%
astroway_geo_ccg_analysis Read 1,149 0.2%
astroway_helb_zodiacal_releasing_fortune Read 1,145 0.2%
astroway_vedic_lal_kitab_remedies Read 1,142 0.2%
astroway_helb_zodiacal_releasing_spirit Read 1,140 0.2%
astroway_prognostics_solar_return Read 1,140 0.2%
astroway_helb_profections_detail Read 1,138 0.2%
astroway_hels_lord_of_prediction Read 1,137 0.2%
astroway_geo_phase_return Read 1,136 0.2%
astroway_helb_zr_loosing_of_bond Read 1,136 0.2%
astroway_prognostics_symbolic_directions Read 1,130 0.2%
astroway_hellenistic_brennan_time_lord_stack Read 1,125 0.2%
astroway_prognostics_rectification Read 1,123 0.2%
astroway_geo_solar_acg Read 1,122 0.2%
astroway_hellenistic_brennan_zodiacal_releasing_fortune Read 1,121 0.2%
astroway_family_saturn_return_cycles Read 1,119 0.2%
astroway_hellenistic_brennan_profections_detail Read 1,119 0.2%
astroway_vedic_lal_kitab_varshphal Read 1,119 0.2%
astroway_hellenistic_schmidt_lord_of_prediction Read 1,118 0.2%
astroway_hellenistic_brennan_zodiacal_releasing_spirit Read 1,117 0.2%
astroway_hellenistic_hand_quarter_lord Read 1,116 0.2%
astroway_hellenistic_brennan_zr_loosing_of_bond Read 1,113 0.2%
astroway_family_system_pattern Read 1,111 0.2%
astroway_hellenistic_brennan_zr_peak_periods Read 1,111 0.2%
astroway_hellenistic_hand_perfections Read 1,110 0.2%
astroway_stream_transit_alerts Read 1,106 0.2%
astroway_specialized_harmonics Read 1,104 0.2%
astroway_hellenistic_hand_decennials Read 1,101 0.2%
astroway_mcp_ai_chat Write 1,094 0.2%
astroway_dignities_essential_dignities Read 1,090 0.2%
astroway_pet_best_names Read 1,089 0.2%
astroway_dignities_hyleg Read 1,085 0.2%
astroway_dignities_receptions Read 1,078 0.2%
astroway_dignities_almuten Read 1,074 0.2%
astroway_reports_ai_monthly_narrative Read 1,071 0.2%
astroway_reports_ai_natal_narrative Read 1,069 0.2%
astroway_mcp_ai_explain_transit Read 1,065 0.2%
astroway_vedic_jaimini_dasha_summary Read 1,062 0.2%
astroway_geo_eclipse_analysis Read 1,061 0.2%
astroway_reports_ai_year_ahead_narrative Read 1,056 0.2%
astroway_vedic_doshas_kp_sade_sati Read 1,046 0.2%
astroway_prognostics_progressions Read 1,039 0.2%
astroway_prognostics_tertiary_progressions Read 1,037 0.2%
astroway_geo_relocation Read 1,035 0.2%
astroway_mcp_ai_explain_aspect Read 1,035 0.2%
astroway_prognostics_profections Read 1,034 0.2%
astroway_prognostics_primary_directions Read 1,033 0.2%
astroway_prognostics_minor_progressions Read 1,032 0.2%
astroway_aspects_arabic_parts Read 1,020 0.2%
astroway_hd_human_design_transits Read 1,019 0.2%
astroway_prognostics_forecast_calendar Read 994 0.2%
astroway_mcp_agent_debate Read 985 0.2%
astroway_dignities_disposition_chains Read 984 0.2%
astroway_dignities_disposition_chains_layout Read 981 0.2%
astroway_mcp_multi_agent_coordinate Execute 966 0.2%
astroway_mcp_streaming Read 964 0.2%
astroway_aspects_midpoint_trees Read 957 0.2%
astroway_prognostics_firdaria Read 952 0.2%
astroway_aspects_parallel_aspects Read 951 0.2%
astroway_vedic_panchang_full Execute 930 0.2%
astroway_mcp_multi_chart_context Read 926 0.2%
astroway_mcp_rag_search Read 925 0.2%
astroway_relational_group_synastry Read 918 0.2%
astroway_hd_penta Read 917 0.2%
astroway_hd_group_overlay Read 913 0.2%
astroway_vedic_doshas_parashara_mangal Read 847 0.2%
astroway_vedic_doshas_parashara_kaal_sarp Read 844 0.2%
astroway_vastu_shastra_render_vastu Read 842 0.2%
astroway_reports_tarot Write 833 0.2%
astroway_vedic_shadbala_sthana Read 821 0.1%
astroway_chinese_zodiac_compatibility Read 819 0.1%
astroway_vastu_shastra_vastu_zones Write 819 0.1%
astroway_vastu_shastra_vastu_plan Write 816 0.1%
astroway_cosmobiology_transit_midpoints Read 812 0.1%
astroway_vedic_shadbala_kala Read 805 0.1%
astroway_vedic_yogas_parashara_raja Read 801 0.1%
astroway_hd_human_design Read 799 0.1%
astroway_vedic_shadbala_cheshta Read 794 0.1%
astroway_vyp_pancha_mahapurusha Read 793 0.1%
astroway_vyp_dharma_karmadhipati Read 789 0.1%
astroway_western_chart Write 786 0.1%
astroway_vedic_jaimini_yogas Write 785 0.1%
astroway_vedic_shadbala_drik Write 784 0.1%
astroway_vedic_yogas_jaimini_karaka_yoga Read 782 0.1%
astroway_vedic_jaimini_padas Read 781 0.1%
astroway_vedic_jaimini_argala_analysis Read 780 0.1%
astroway_vedic_yogas_jaimini_karakamsa Read 780 0.1%
astroway_vedic_yogas_jaimini_shubha_graha Read 780 0.1%
astroway_vedic_lal_kitab_teva Read 777 0.1%
astroway_vedic_doshas_parashara_pitru Read 776 0.1%
astroway_vedic_jaimini_karakas Read 775 0.1%
astroway_vedic_bhavabala Read 774 0.1%
astroway_vedic_yogas_parashara_pancha_mahapurusha Read 772 0.1%
astroway_vedic_jaimini_atmakaraka_rotation Read 771 0.1%
astroway_vedic_yogas_parashara_dharma_karmadhipati Read 766 0.1%
astroway_calendar_houses Read 764 0.1%
astroway_vedic_jaimini_drishti_graha Read 764 0.1%
astroway_hd_incarnation_cross Read 761 0.1%
astroway_vedic_lal_kitab_debts Execute 760 0.1%
astroway_vedic_doshas_parashara_grahan Read 758 0.1%
astroway_vedic_jaimini_aspects Read 754 0.1%
astroway_vedic_doshas_kp_kemadruma Read 753 0.1%
astroway_vedic_shadbala_naisargika Read 753 0.1%
astroway_vedic_panchang_choghadia Execute 752 0.1%
astroway_vedic_kp_cusps Read 752 0.1%
astroway_vedic_jaimini_atmakaraka_navamsa Read 750 0.1%
astroway_vedic_shadbala_dig Read 748 0.1%
astroway_helb_bonifications_maltreatments Read 747 0.1%
astroway_helg_antiscia_hellenistic Read 747 0.1%
astroway_vedic_doshas_lal_kitab_rin Read 747 0.1%
astroway_vedic_lal_kitab_dasha Read 747 0.1%
astroway_vedic_yogas_parashara_adhi Read 747 0.1%
astroway_vedic_lal_kitab_prosperity Read 746 0.1%
astroway_helg_daimon_tyche_axis Read 745 0.1%
astroway_vedic_doshas_lal_kitab_manglik Read 745 0.1%
astroway_vedic_kp_significators Read 745 0.1%
astroway_vedic_compatibility_manglik_check Read 744 0.1%
astroway_vedic_doshas_kp_full Read 744 0.1%
astroway_vedic_jaimini_drishti_rasi Read 744 0.1%
astroway_vedic_panchang_rahu_kaal Read 744 0.1%
astroway_vedic_lal_kitab_life_graph Read 743 0.1%
astroway_render_timeline Read 742 0.1%
astroway_cosmobiology_eight_harmonic_aspects Read 741 0.1%
astroway_helg_lot_of_eros_detail Read 741 0.1%
astroway_helg_sphaera_barbarica Read 741 0.1%
astroway_psyg_archetypal_figures Read 741 0.1%
astroway_vedic_kp_asc_sub Read 741 0.1%
astroway_vedic_yogas_parashara_full Read 741 0.1%
astroway_aspects_fixed_stars Read 740 0.1%
astroway_helb_triplicity_rulers Read 740 0.1%
astroway_helg_contra_antiscia Read 740 0.1%
astroway_helg_zodiacal_decans Read 740 0.1%
astroway_vedic_kp_ruling_planets Read 740 0.1%
astroway_vedic_yogas_parashara_dhana Read 740 0.1%
astroway_calendar_aspects Read 739 0.1%
astroway_vedic_lal_kitab_kismat Read 739 0.1%
astroway_vedic_yogas_jaimini_raja Read 739 0.1%
astroway_hels_levels_of_causation Read 738 0.1%
astroway_hels_morning_evening_stars Read 738 0.1%
astroway_hels_stoic_elementhood Read 738 0.1%
astroway_vedic_panchang_karana Read 738 0.1%
astroway_hels_qualities_and_quantities Read 737 0.1%
astroway_hels_stations_and_phases Read 737 0.1%
astroway_vedic_yogas_jaimini_daridra Read 737 0.1%
astroway_vedic_yogas_parashara_gajakesari Read 737 0.1%
astroway_helg_temple_doctrine Read 736 0.1%
astroway_hels_aspectual_typology Read 736 0.1%
astroway_psyr_transits_as_rebirth Read 736 0.1%
astroway_vedic_lal_kitab_blind_house Read 736 0.1%
astroway_hels_derivative_houses_method Read 735 0.1%
astroway_vedic_lal_kitab_lal_kundali Read 735 0.1%
astroway_calendar_moon_phase Read 734 0.1%
astroway_vedic_doshas_lal_kitab_full Read 734 0.1%
astroway_vedic_jaimini_chara_karakas Read 734 0.1%
astroway_vedic_jaimini_upapada Read 734 0.1%
astroway_helg_quality_of_time Read 733 0.1%
astroway_prognostics_rectification_trutine Read 733 0.1%
astroway_psya_water_houses_trauma Read 733 0.1%
astroway_vedic_kp_fortuna Read 733 0.1%
astroway_vedic_panchang_nakshatra_of_day Read 733 0.1%
astroway_calendar_planetary_phases Read 732 0.1%
astroway_psyr_cycles_of_becoming Read 732 0.1%
astroway_psyr_personality_keynote Read 732 0.1%
astroway_vedic_kp_planet_cuspal_position Read 732 0.1%
astroway_psyg_individuation_path Read 731 0.1%
astroway_psyg_lunar_myth Read 731 0.1%
astroway_vedic_doshas_lal_kitab_shrapit Read 731 0.1%
astroway_vedic_doshas_parashara_full Read 731 0.1%
astroway_vedic_panchang_tithi Read 731 0.1%
astroway_psya_cycle_of_becoming Read 730 0.1%
astroway_psyr_lunation_phase Read 730 0.1%
astroway_psyr_symbolic_degrees Read 730 0.1%
astroway_render_eclipse_path Read 730 0.1%
astroway_psya_relational_element_map Read 729 0.1%
astroway_psyg_parental_imagos Read 729 0.1%
astroway_vedic_kp_sub_lords Read 729 0.1%
astroway_vedic_lal_kitab_sleeping_house Read 729 0.1%
astroway_vedic_doshas_lal_kitab_pitra Read 728 0.1%
astroway_vedic_yogas_jaimini_viparita Read 728 0.1%
astroway_hellenistic_brennan_joys_of_planets Read 727 0.1%
astroway_psyg_saturn_shadow Read 727 0.1%
astroway_vedic_doshas_lal_kitab_kalsarpa Read 727 0.1%
astroway_vedic_doshas_parashara_guru_chandal Read 727 0.1%
astroway_vedic_shadbala_full Read 727 0.1%
astroway_vedic_doshas_kp_manglik Execute 726 0.1%
astroway_cosmobiology_lefeldt_extensions Read 726 0.1%
astroway_hd_circuitry Read 726 0.1%
astroway_psya_element_integration Read 726 0.1%
astroway_vedic_ashtakavarga Read 726 0.1%
astroway_vedic_doshas_parashara_shrapit Read 726 0.1%
astroway_vedic_nakshatras Read 726 0.1%
astroway_vedic_yogas_jaimini_dhana Read 726 0.1%
astroway_hellenistic_brennan_bonifications_maltreatments Read 724 0.1%
astroway_hellenistic_greenbaum_antiscia_hellenistic Read 724 0.1%
astroway_hellenistic_greenbaum_duodecima Read 724 0.1%
astroway_hellenistic_hand_longevity_hyleg Read 724 0.1%
astroway_horary_moon_voc Read 724 0.1%
astroway_aspects_gauquelin_sectors Read 723 0.1%
astroway_hellenistic_greenbaum_daimon_tyche_axis Read 723 0.1%
astroway_psya_element_balance Read 723 0.1%
astroway_horary_diagnostics Execute 722 0.1%
astroway_hd_dream_rave Read 722 0.1%
astroway_vedic_yogas_jaimini_full Read 722 0.1%
astroway_cosmobiology_dial_90 Read 721 0.1%
astroway_cosmobiology_witte_formulas Read 721 0.1%
astroway_hellenistic_greenbaum_dodekatemoria Read 721 0.1%
astroway_horary_moon_aspects Read 721 0.1%
astroway_cosmobiology_midpoint_pictures Read 720 0.1%
astroway_hellenistic_brennan_triplicity_rulers Read 720 0.1%
astroway_psychological_modern_greene_archetypal_figures Read 720 0.1%
astroway_aspects_antiscia Read 719 0.1%
astroway_geo_parans Read 719 0.1%
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astroway_tarot_marseille_spreads_slug Read 218 0.0%
astroway_vastu_shastra_vastu_directions Read 218 0.0%
astroway_tarot_marseille_cards_slug Read 216 0.0%
astroway_runes_single Read 213 0.0%
astroway_webhooks_mahadasha_end Read 213 0.0%
astroway_kabbalah_sephiroth Read 212 0.0%
astroway_stream_eclipse_totality Read 212 0.0%
astroway_webhooks_planetary_hour_tick Read 211 0.0%
astroway_webhooks_return_due Read 211 0.0%
astroway_webhooks_retrograde_start Execute 210 0.0%
astroway_webhooks_void_of_course_start Execute 209 0.0%
astroway_vedic_muhurta_types Read 209 0.0%
astroway_webhooks_dasha_change Read 209 0.0%
astroway_webhooks_retrograde_end Read 209 0.0%
astroway_whitelabel_domain_verify Read 209 0.0%
astroway_iching_by_question Read 208 0.0%
astroway_geo_acg_categories Read 207 0.0%
astroway_webhooks_sign_ingress Read 207 0.0%
astroway_webhooks_eclipse_alert Read 206 0.0%
astroway_webhooks_transit_trigger Execute 205 0.0%
astroway_geo_acg_countries Read 203 0.0%
astroway_tarot_rider_waite_cards Read 203 0.0%
astroway_esoteric_dreams_recurring_themes Read 202 0.0%
astroway_tarot_rider_waite_courts Read 202 0.0%
astroway_tarot_marseille_cards Read 201 0.0%
astroway_esoteric_angel_numbers_today Read 199 0.0%
astroway_iching_throw_coins Read 199 0.0%
astroway_tarot_rider_waite_minors Read 199 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_aquarius Read 199 0.0%
astroway_iching_with_changing_lines Read 198 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_pisces Read 198 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_sagittarius Read 198 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_virgo Read 198 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_capricorn Read 197 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_aries Read 196 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_gemini Read 196 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_libra Read 196 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_scorpio Read 196 0.0%
astroway_whitelabel_config Read 195 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_cancer Read 195 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_taurus Read 195 0.0%
astroway_esoteric_angel_numbers Read 194 0.0%
astroway_esoteric_crystals Read 194 0.0%
astroway_zodiac_signs_per_sign_deep_zodiac_leo Read 194 0.0%
astroway_tarot_rider_waite_majors Read 193 0.0%
astroway_stream_ingress Read 192 0.0%
astroway_tarot_rider_waite_spreads Read 192 0.0%
astroway_esoteric_dreams Read 191 0.0%
astroway_mcp_tools_list Read 189 0.0%
astroway_tarot_marseille_spreads Read 188 0.0%
astroway_geomancy_caput_draconis Read 187 0.0%
astroway_geomancy_cauda_draconis Read 187 0.0%
astroway_tarot_lenormand_houses Read 187 0.0%
astroway_content_localization_translate_languages Read 186 0.0%
astroway_iching_daily Read 186 0.0%
astroway_geomancy_fortuna_minor Read 184 0.0%
astroway_geomancy_rubeus Read 184 0.0%
astroway_tarot_marseille_majors Read 184 0.0%
astroway_tarot_lenormand_cards Read 183 0.0%
astroway_geomancy_acquisitio Read 182 0.0%
astroway_geomancy_amissio Read 182 0.0%
astroway_geomancy_coniunctio Read 182 0.0%
astroway_geomancy_fortuna_major Read 182 0.0%
astroway_palmistry_life_line Read 182 0.0%
astroway_geomancy_laetitia Read 181 0.0%
astroway_geomancy_tristitia Read 181 0.0%
astroway_geomancy_puella Read 180 0.0%
astroway_palmistry_heart_line Read 180 0.0%
astroway_stream_retrograde_alerts Read 180 0.0%
astroway_geomancy_albus Read 179 0.0%
astroway_geomancy_populus Read 179 0.0%
astroway_geomancy_puer Read 179 0.0%
astroway_palmistry_fate_line Read 179 0.0%
astroway_palmistry_marriage_line Read 179 0.0%
astroway_stream_lunar_phase Read 179 0.0%
astroway_geomancy_carcer Read 178 0.0%
astroway_geomancy_via Read 178 0.0%
astroway_palmistry_head_line Read 178 0.0%
astroway_stream_eclipse_incoming Read 177 0.0%
astroway_stream_void_of_course Read 176 0.0%
astroway_mcp_agent_pool_status Read 175 0.0%
astroway_stream_positions Read 175 0.0%
astroway_runes_runes Read 174 0.0%
astroway_webhooks_webhooks Read 174 0.0%
astroway_cost_estimate Read 171 0.0%
astroway_account_status Read 100 0.0%
// CUT THE COST

Your agent uses a handful of these tools. It pays for all 799.

You don't need all 799 of those definitions in the window. PolicyLayer is an MCP gateway that sits in front of AstroWay Astrology API (full catalogue): 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 scopeDefinition costReduction
All 799 tools (no gateway) 547,756 tokens —
3 granted tools ~2,057 tokens −100%
5 granted tools ~3,428 tokens −99%
10 granted tools ~6,856 tokens −99%

The risk dividend: 2 of these 799 tools are critical-risk (destructive or financial) and cost 1,976 tokens (0% of the definition load). Block them — the recommended starter policy — and you reclaim that context before tuning anything else.

  1. Create a free account and register AstroWay Astrology API (full catalogue) — nothing to install.
  2. Grant only the tools you use — ungranted definitions never enter the context window.
  3. Point your MCP client (Claude, Cursor, anything) at your gateway URL.
CUT ASTROWAY ASTROLOGY API (FULL CATALOGUE) TOKEN COST →

Instant setup, no code required.

Model your own stack in the token-cost calculator, or see the AstroWay Astrology API (full catalogue) policy for what a sensible grant looks like.

//FAQ

AstroWay Astrology API (full catalogue) token-cost questions.

How many tokens does the AstroWay Astrology API (full catalogue) MCP server use?+

Its 799 tool definitions total 547,756 tokens — 274% 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 AstroWay Astrology API (full catalogue) 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 AstroWay Astrology API (full catalogue)'s token usage?+

Expose fewer tools. A PolicyLayer grant scopes AstroWay Astrology API (full catalogue) 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 2,057 tokens, a 100% 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 04-11-2026 from the PolicyLayer scan database over all 799 catalogued AstroWay Astrology API (full catalogue) tools. Counts refresh with every site build.

THIS SERVER: All AstroWay Astrology API (full catalogue) tools AstroWay Astrology API (full catalogue) policy Token-cost calculator

Expose only the tools you use — the rest never enter your context.

A PolicyLayer grant scopes AstroWay Astrology API (full catalogue) to the tools you actually allow. Ungranted definitions never load, and every call that does run is checked against policy first.

CUT ASTROWAY ASTROLOGY API (FULL CATALOGUE) TOKEN COST →

Instant setup, no code required.

46,500+ MCP servers and 515,000+ tools scanned and risk-classified.

// GET IN TOUCH

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