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// MCP TOKEN COST

The Ainumbers Mcp Apps MCP server costs 347,831 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 Ainumbers Mcp Apps MCP server's 729 tool definitions consume 347,831 tokens — 174% of a 200k context window, and 182× the median MCP server (1,908 tokens). A scoped grant exposing only the tools you use cuts that roughly in proportion.

MEASURED FROM SCHEMAS tiktoken o200k_base · rank #2 of 9,700 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 174%
1M WINDOW 35%

Corpus context: Ainumbers Mcp Apps ranks #2 of 9,700 measured MCP servers by definition cost. The median is 1,908 tokens, p90 is 17,396, and the heaviest (ReplyNodes) is 432,983 — 216% 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 347,831 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 477 tokens per tool.

ToolCategoryTokens% of server
build_evidence_pack Read 946 0.3%
run_chain Execute 782 0.2%
emit_chaingraph_artifact Execute 711 0.2%
check_agent_attestation Read 606 0.2%
validate_ap2_mandate_chain Execute 594 0.2%
check_genius_reserve_disclosure_conformance Read 582 0.2%
classify_settlement_asset_finality Read 581 0.2%
validate_cross_network_settlement Execute 579 0.2%
score_credit_default_risk Read 575 0.2%
simulate_stablecoin_reserve Read 575 0.2%
compute_rwa_scenarios Execute 573 0.2%
validate_cctp_v2_transfer Read 571 0.2%
validate_a2a_trust_chain Read 570 0.2%
checklist_step_receipt Execute 562 0.2%
run_mica_casp_fit Execute 561 0.2%
run_t1_readiness_diagnostic Execute 561 0.2%
run_digital_trade_fit Execute 560 0.2%
score_aml_typologies Read 560 0.2%
score_mcp_server_readiness Read 559 0.2%
verify_ap2_payment_receipt Read 559 0.2%
check_genius_reserve_disclosure Read 557 0.2%
verify_address_migration_batch Read 557 0.2%
run_sanctions_screening_fit Execute 556 0.2%
simulate_frtb_es Read 555 0.2%
run_pqc_timeline_fit Execute 554 0.2%
run_ai_act_highrisk_fit Execute 553 0.2%
workbook_range_digest Read 552 0.2%
validate_agent_commerce_conformance Execute 551 0.2%
run_carbon_compliance_fit Execute 549 0.2%
model_x402_settlement Read 549 0.2%
reconcile_x402_batch_settlement Execute 549 0.2%
run_agent_economy_fit Execute 547 0.2%
run_tokenized_settlement_fit Execute 546 0.2%
assess_psd3_readiness Read 546 0.2%
inspect_visa_trusted_agent_protocol Read 546 0.2%
run_treasury_clearing_fit Execute 545 0.2%
compare_agentic_rail_protocols Read 545 0.2%
estimate_cross_margin_benefit Read 545 0.2%
estimate_ficc_margin_netting Read 545 0.2%
score_nis2_supply_chain_diligence Read 544 0.2%
assess_ai_act_conformity Read 543 0.2%
simulate_spend_policy Execute 543 0.2%
calculate_cbam_embedded_emissions Execute 542 0.2%
simulate_x402_flow Execute 542 0.2%
verify_trade_document_set Read 542 0.2%
aggregate_execution_receipts Read 540 0.2%
assess_mica_casp_readiness Read 540 0.2%
lint_compelling_evidence_ce30_agentic Execute 540 0.2%
validate_a2a_x402_mandate Execute 540 0.2%
model_clearing_access_economics Read 539 0.2%
precheck_reserve_attestation Read 539 0.2%
validate_acp_checkout Execute 534 0.2%
classify_agentic_ai_risk Read 533 0.2%
plan_tls_pki_migration Write 533 0.2%
build_ai_conformity_pack Execute 532 0.2%
verify_a2a_agent_card Read 532 0.2%
replay_supervisory_scenario Execute 531 0.2%
validate_mletr_record Read 531 0.2%
validate_tempo_token_compliance Execute 531 0.2%
calculate_csdr_penalty Read 530 0.2%
check_iso20022_pqc_readiness Read 530 0.2%
check_screening_list_coverage Read 530 0.2%
run_robinhood_chain_fit_diagnostic Execute 528 0.2%
assemble_aiuc1_evidence_pack Read 528 0.2%
compute_settlement_efficiency_kpi Read 528 0.2%
assess_circumvention_diligence Read 527 0.2%
verify_merkle_batch Execute 527 0.2%
check_eudi_readiness Read 526 0.2%
check_nis2_art21_measures Read 526 0.2%
lint_x402_v2_migration Execute 526 0.2%
score_taxonomy_alignment Read 526 0.2%
validate_deposit_token_compliance Read 526 0.2%
build_fria_monitoring_plan Execute 525 0.2%
audit_acp_ucp_product_feed Read 525 0.2%
classify_eccn_dual_use Read 525 0.2%
lint_securities_settlement_message Read 525 0.2%
aggregate_cbam_precursor_emissions Read 524 0.2%
lint_arc_xreserve_config Read 524 0.2%
score_sanctions_screening_quality Read 524 0.2%
classify_blockchain_quantum_risk Read 523 0.2%
draft_ap2_mandate_credential Read 523 0.2%
simulate_vop_matching Execute 523 0.2%
validate_private_inputs Read 523 0.2%
run_chain_batch Execute 522 0.2%
compute_dora_roi_gleif_preflight_pack Read 522 0.2%
validate_dtc_tokenized_treasury Read 522 0.2%
validate_x402_deferred_handshake Execute 522 0.2%
aggregate_ownership_50pct Read 521 0.1%
decode_mpp_session Execute 521 0.1%
link_eudr_supply_chain_traceability Read 521 0.1%
generate_zk_compliance_proof Execute 521 0.1%
build_dora_roi_register Execute 520 0.1%
classify_dora_incident Read 520 0.1%
compute_basel31_delta Read 520 0.1%
model_cbam_certificate_cost Read 520 0.1%
reconcile_sii_ifrs17 Read 520 0.1%
apply_climate_scenario Execute 520 0.1%
check_allocation_affirmation Read 519 0.1%
check_irrbb_csrbb_scope Read 519 0.1%
compute_portfolio_var Execute 519 0.1%
evaluate_irrbb_sot_eve Read 519 0.1%
predict_settlement_fail Read 519 0.1%
screen_tip20_transfer_batch Execute 518 0.1%
route_einvoice_jurisdiction_mandate Execute 518 0.1%
validate_agent_obo_mandate Execute 518 0.1%
validate_ifrs17_csm_rollforward Read 518 0.1%
certify_license_election Execute 517 0.1%
check_fido_pqc_conformance Read 517 0.1%
validate_einvoice_batch Read 517 0.1%
compute_stock_token_collateral_haircut Execute 516 0.1%
detect_transaction_anomalies Read 516 0.1%
model_tempo_payment_economics Read 516 0.1%
validate_eugb_factsheet Read 516 0.1%
check_cra_annex1_completeness Read 515 0.1%
check_tokenized_collateral_eligibility Read 515 0.1%
build_mastercard_agentic_token Execute 514 0.1%
aggregate_taxonomy_kpi_gar Read 514 0.1%
check_digital_trade_rules Execute 514 0.1%
detect_timeseries_anomalies Execute 513 0.1%
model_agent_service_metering Execute 513 0.1%
recompute_x402_eip712_digest Execute 513 0.1%
validate_canton_selective_disclosure Read 513 0.1%
validate_pacs008_party_completeness Read 513 0.1%
build_agent_traffic_policy Execute 512 0.1%
run_dora_readiness_diagnostic Execute 512 0.1%
run_liquidity_stress_test Execute 512 0.1%
check_ssi_conformance Read 512 0.1%
classify_annex3_decisioning_obligations Read 512 0.1%
score_nis2_incident_significance Read 512 0.1%
assess_mar_crypto_surveillance Read 511 0.1%
calculate_mica_own_funds Execute 511 0.1%
check_gpai_code_conformance Read 511 0.1%
link_traceability_lot_code Read 511 0.1%
validate_mcp_authorization_metadata Read 511 0.1%
build_traiga_safe_harbor_pack Execute 510 0.1%
assess_cra_vuln_reporting_readiness Read 510 0.1%
lint_crypto_asset_whitepaper Read 510 0.1%
validate_eudr_geolocation Read 510 0.1%
verify_erc2612_permit_binding Execute 510 0.1%
build_ai_decision_log_record Write 509 0.1%
compute_reg_z_appendix_j_apr Execute 509 0.1%
compute_stress_test_scenarios Execute 509 0.1%
map_ai_act_procurement_clauses Read 509 0.1%
scope_mica_token_and_service Read 509 0.1%
score_partner_stablecoin_readiness Read 509 0.1%
validate_tfr_travel_rule_batch Execute 509 0.1%
verify_x402_signer_recovery Execute 509 0.1%
compare_pension_lump_sum_annuity Read 508 0.1%
compute_esrp_exposure Execute 508 0.1%
lint_authorization_payload Execute 508 0.1%
recompute_x402_permit2_digest Execute 508 0.1%
record_model_input_lineage Read 508 0.1%
simulate_consent_stress Execute 508 0.1%
validate_ai_impact_assessment Execute 508 0.1%
verify_did_webvh_log Read 508 0.1%
compile_model_risk_lineage_pack Execute 507 0.1%
run_agentic_readiness_diagnostic Execute 507 0.1%
verify_einvoice_vat_calc Read 507 0.1%
calculate_nis2_penalty_exposure Read 506 0.1%
map_nist_ai_rmf_functions Read 506 0.1%
reconcile_mpp_subscription Execute 506 0.1%
verify_slsa_provenance Execute 506 0.1%
build_no_russia_clause_pack Write 505 0.1%
compute_rbc_action_level Execute 505 0.1%
check_license_compatibility Read 505 0.1%
model_buy_in_exposure Read 505 0.1%
score_fuzzy_match_calibration Execute 505 0.1%
run_arc_fit_diagnostic Execute 504 0.1%
check_jwks_pinned_directory Read 504 0.1%
lint_mcp_server_conformance Execute 504 0.1%
mobilize_margin_collateral Read 504 0.1%
test_bifsg_bias_thresholds Read 504 0.1%
validate_tempo_zone_disclosure Read 504 0.1%
assemble_ai_addendum Read 503 0.1%
assess_iso42001_aims_conformance Read 503 0.1%
check_retail_installment_disclosures Read 503 0.1%
classify_qm_apr_apor_spread Read 503 0.1%
evaluate_irrbb_sot_nii Read 503 0.1%
lint_insurance_evidence_freshness Read 503 0.1%
reconcile_commission_statement Read 503 0.1%
simulate_agent_spend_policy Execute 503 0.1%
validate_collateral_swap_eligibility Read 503 0.1%
verify_saleable_return Read 503 0.1%
resolve_cbam_default_value Write 503 0.1%
build_idv_verification_incident_record Write 502 0.1%
build_product_lineage Execute 502 0.1%
run_tempo_fit_diagnostic Execute 502 0.1%
aggregate_solvency2_scr_modules Read 502 0.1%
assess_vida_drr_reporting_obligation Read 502 0.1%
classify_bold_challenge_finality Read 502 0.1%
classify_nis2_entity Read 502 0.1%
compare_corridor_cost Read 502 0.1%
compute_cdd_ownership_25pct Read 502 0.1%
map_irrbb_standardised_approach Read 502 0.1%
map_iso20022_to_evm_calldata Execute 502 0.1%
calculate_repo_haircut Execute 501 0.1%
compute_15c3_3_reserve Read 501 0.1%
compute_aca_affordability_safe_harbor Read 501 0.1%
correlate_ap2_cartmandate_x402 Execute 501 0.1%
score_mt_mx_translation_fidelity Read 501 0.1%
simulate_ict_cascade Execute 501 0.1%
track_ifrs17_loss_component_rollforward Read 501 0.1%
map_bhc_schedule_hcr Write 501 0.1%
publish_model_risk_head Execute 501 0.1%
run_irrbb_disclosure_fit Execute 500 0.1%
amortize_asc606_commissions Execute 500 0.1%
check_agency_eligibility_matrix Read 500 0.1%
classify_eudr_commodity_scope Read 500 0.1%
compare_basel_2023_vs_2026 Read 500 0.1%
score_eudr_country_risk Read 500 0.1%
validate_dtcc_ca_iso20022_message Read 500 0.1%
compile_nav_error_evidence_pack Execute 499 0.1%
assess_suspect_product_status Read 499 0.1%
check_ifrs17_risk_adjustment Read 499 0.1%
check_nis2_governance_readiness Read 499 0.1%
decode_eip7702_authorization_tuple Read 499 0.1%
map_tempo_settlement Execute 499 0.1%
model_tempo_gas_economics Execute 499 0.1%
recompute_corporate_action_entitlement Execute 499 0.1%
validate_ap2_mandate_credential Execute 499 0.1%
validate_pvp_settlement Execute 499 0.1%
map_bhc_schedule_hc Write 499 0.1%
select_agentic_checkout_protocol Execute 499 0.1%
build_art5_diligence_evidence Read 498 0.1%
run_call_report_edit_checks Execute 498 0.1%
run_eudr_readiness_fit Execute 498 0.1%
calculate_irrbb_eve_shocks Execute 498 0.1%
calculate_solvency2_scr_ratio Read 498 0.1%
classify_ifrs17_measurement_model Read 498 0.1%
compose_workpaper_bundle Execute 498 0.1%
prevalidation_readiness_scorer Read 498 0.1%
score_cash_forecast_accuracy Read 498 0.1%
simulate_var_monte_carlo Execute 498 0.1%
build_226j_response_evidence_pack Execute 497 0.1%
build_einvoice_transmission_receipt Write 497 0.1%
allocate_ihb_interest Read 497 0.1%
audit_mcp_tool_scope_revocation Read 497 0.1%
optimize_social_security_claim_age Read 497 0.1%
simulate_app_fraud_graph Execute 497 0.1%
run_illustration_selfsupport_test Execute 496 0.1%
run_mcp_deployability_diagnostic Execute 496 0.1%
compute_globe_jurisdictional_etr Execute 496 0.1%
compute_globe_sbie_topup Read 496 0.1%
lint_lei_payment_binding Read 496 0.1%
lint_settlement_orchestrator_conformance Execute 496 0.1%
route_partner_stablecoin_jurisdiction Execute 496 0.1%
validate_agent_audit_trail Read 496 0.1%
validate_cyclonedx_sbom Read 496 0.1%
validate_eudr_due_diligence_statement Read 496 0.1%
validate_fsma204_cte Read 496 0.1%
verify_acdc_delegation_chain Read 496 0.1%
build_ap2_cartmandate_hashchain Execute 495 0.1%
calculate_claims_stp_economics Execute 495 0.1%
calculate_xva Execute 495 0.1%
lint_aiuc1_control_evidence Read 495 0.1%
model_stablecoin_corridor_economics Read 495 0.1%
simulate_gpi_tracker_lifecycle Execute 495 0.1%
validate_w8_series_structural Read 495 0.1%
recompute_lease_schedule_asc842_ifrs16 Execute 495 0.1%
resolve_recall_trace Write 495 0.1%
screen_onledger_transfer_batch Execute 494 0.1%
score_agent_insurability_evidence Read 494 0.1%
verify_dscsa_transaction_statement Read 494 0.1%
select_embedded_license Write 494 0.1%
build_etr_possession_chain Execute 493 0.1%
parse_camt053_reconciliation Execute 493 0.1%
run_ai_governance_fit Execute 493 0.1%
run_insurance_reporting_fit Execute 493 0.1%
adjudicate_emir_reconciliation Read 493 0.1%
age_emir_reconciliation_breaks Read 493 0.1%
check_cash_leg_finality Read 493 0.1%
check_emir_uti_completeness Read 493 0.1%
check_etr_control_evidence Read 493 0.1%
compute_fr2052a_inflow_outflow_classification Read 493 0.1%
size_ccp_default_fund_cover2 Execute 493 0.1%
otlp_span_receipt Execute 492 0.1%
analyze_dc_vs_lc_cost_benefit Read 492 0.1%
assemble_license_terms Read 492 0.1%
classify_ai_system_governance Read 492 0.1%
classify_emir3_simm_approval_scope Read 492 0.1%
crosswalk_agent_payment_rail_trust Execute 492 0.1%
lint_cbpr_structured_address Read 492 0.1%
model_arc_stablefx_rfq Execute 492 0.1%
validate_canton_dvp_atomicity Execute 492 0.1%
validate_cat_bond_trigger_terms Read 492 0.1%
validate_emir_lifecycle_event Read 492 0.1%
validate_mcp_task_lifecycle Execute 492 0.1%
validate_spdx_sbom Read 492 0.1%
verify_trid_apr_accuracy Read 492 0.1%
build_claim_dispute_bundle Execute 491 0.1%
check_mcp_registry_entry Read 491 0.1%
check_qm_points_and_fees Read 491 0.1%
check_webbotauth_nonce_replay Read 491 0.1%
classify_carf_reportable Read 491 0.1%
compare_model_outcome_analysis Execute 491 0.1%
compute_bond_duration Execute 491 0.1%
compute_hmda_rate_spread Read 491 0.1%
compute_ltv_ratios Read 491 0.1%
lint_trace_cat_reports Execute 491 0.1%
route_vida_oss_registration Execute 491 0.1%
sweep_fedwire_addresses Execute 491 0.1%
test_hoepa_high_cost Read 491 0.1%
validate_ebam_acmt_flow Read 491 0.1%
compute_parametric_trigger_payout Execute 490 0.1%
assess_traiga_exposure Read 490 0.1%
benchmark_tp_interquartile_range Read 490 0.1%
check_card_act_ability_to_pay Read 490 0.1%
classify_emir3_active_account_status Read 490 0.1%
compute_cfpb_1071_coverage Read 490 0.1%
compute_disparity_metrics Execute 490 0.1%
compute_gross_to_net Execute 490 0.1%
compute_options_greeks Execute 490 0.1%
model_arc_cpn_economics Execute 490 0.1%
verify_dual_layer_disclosure Read 490 0.1%
map_call_report_schedule_rcr Write 490 0.1%
build_vop_session_receipt Execute 489 0.1%
derive_parametric_index_from_receipts Execute 489 0.1%
assess_vida_recapitulative_migration Read 489 0.1%
check_purpose_code_requirement Read 489 0.1%
classify_dora_ict_incident_and_clock_deadlines Execute 489 0.1%
compare_receivables_finance_economics Read 489 0.1%
compute_escrow_analysis Read 489 0.1%
compute_remittance_disclosure Read 489 0.1%
lint_besu_settlement_contract Execute 489 0.1%
lint_fedwire_structured_address Read 489 0.1%
model_arc_paymaster_economics Execute 489 0.1%
recompute_stablecoin_reserve_3source Execute 489 0.1%
validate_fund_collateral Execute 489 0.1%
validate_mcp_server_identity Read 489 0.1%
lint_ucp_checkout_payload Execute 489 0.1%
recompute_payment_waterfall Execute 488 0.1%
run_401k_adp_acp_test Execute 488 0.1%
check_debt_validation_notice Read 488 0.1%
compute_por_liabilities_composite Execute 488 0.1%
compute_rwa_erba_2026 Execute 488 0.1%
dispose_carf_status_message Execute 488 0.1%
recompute_ccd2_aprc_annex3 Execute 488 0.1%
track_fatca_crs_ro_remediation_closure Read 488 0.1%
validate_adverse_action_notice Read 488 0.1%
validate_dpp_data_carrier Execute 488 0.1%
validate_openvex_statement Execute 488 0.1%
verify_content_credential_signature Execute 488 0.1%
publish_index_head Execute 488 0.1%
build_safeguarding_audit_evidence Execute 487 0.1%
calculate_basis_risk_nii_shock Read 487 0.1%
check_icm_quorum_forgery_risk Read 487 0.1%
compute_dv01 Execute 487 0.1%
compute_note_h_margin_debit Read 487 0.1%
compute_scra_rate_cap Read 487 0.1%
optimize_settlement_capital Execute 487 0.1%
test_hedge_effectiveness Execute 487 0.1%
validate_regf_call_frequency Read 487 0.1%
verify_product_authenticity Read 487 0.1%
map_call_report_schedule_rc Write 487 0.1%
build_amortization_schedule Execute 486 0.1%
run_slate_reporting_fit Execute 486 0.1%
bind_agreement_acceptance Read 486 0.1%
check_conforming_loan_limit Read 486 0.1%
compute_federal_withholding Read 486 0.1%
compute_mla_mapr Execute 486 0.1%
find_prediction_arbitrage Execute 486 0.1%
map_mt9xx_to_camt Execute 486 0.1%
recompute_mla_mapr_actuarial Execute 486 0.1%
recompute_trustee_report_waterfall Execute 486 0.1%
test_nav_error_materiality Execute 486 0.1%
validate_tokenized_security_lifecycle Execute 486 0.1%
build_adverse_action_notice Write 485 0.1%
assess_naic_ais_program_readiness Read 485 0.1%
check_agent_token_scope Read 485 0.1%
check_fatca_crs_submission_conformance Read 485 0.1%
check_muni_arbitrage_spending_exception Read 485 0.1%
classify_digital_asset_regulatory Read 485 0.1%
compute_canton_app_reward_estimate Execute 485 0.1%
compute_dti_ratios Read 485 0.1%
compute_tempo_mainnet_fee_capacity Execute 485 0.1%
decode_c2pa_aiml_assertions Read 485 0.1%
diagnose_canton_readiness Read 485 0.1%
lookup_mletr_jurisdiction_adoption Read 485 0.1%
prove_metadata_sanitization Execute 485 0.1%
recompute_erc7540_request_accounting Execute 485 0.1%
rollforward_y14_capital_worksheet Read 485 0.1%
verify_conversion_receipt Read 485 0.1%
verify_finp2p_ledger_proof Execute 485 0.1%
publish_fund_nav_head Write 485 0.1%
anchor_document_integrity Read 484 0.1%
assemble_mutual_nda Read 484 0.1%
check_securitization_risk_retention Read 484 0.1%
classify_rate_rec_5pct_threshold Read 484 0.1%
classify_sco60_exposure Read 484 0.1%
compute_basel_haircut_adjusted_exposure Execute 484 0.1%
compute_intraday_liquidity_monitoring Read 484 0.1%
compute_multilateral_netting Execute 484 0.1%
evaluate_globe_de_minimis_exclusion Read 484 0.1%
examine_lc_document_presentation Read 484 0.1%
lint_ab2013_training_data_disclosure Read 484 0.1%
reconcile_aml_lookback_completeness Read 484 0.1%
track_globe_transition_deferred_tax Read 484 0.1%
validate_vida_einvoice_conformance Read 484 0.1%
build_conditional_relief_collateral_receipt Execute 483 0.1%
classify_t1_posttrade_timing Read 483 0.1%
compute_lcr_nsfr_leverage Read 483 0.1%
compute_llpa_stack Execute 483 0.1%
compute_oprisk_sma_2026 Execute 483 0.1%
recompute_erc4626_vault_share_math Execute 483 0.1%
validate_commission_hierarchy Read 483 0.1%
verify_timestamp_attestation Read 483 0.1%
build_cbcr_report Write 482 0.1%
run_umr_aana_readiness Execute 482 0.1%
check_camera_provenance Read 482 0.1%
check_linea_l2_finality_window Read 482 0.1%
compute_convexity Read 482 0.1%
compute_globe_topup_tax Execute 482 0.1%
compute_perp_funding_implied_yield Read 482 0.1%
compute_perp_margin Execute 482 0.1%
compute_pqc_deadline_ladder Execute 482 0.1%
model_perp_position Execute 482 0.1%
recompute_certified_payroll_pwa Execute 482 0.1%
validate_einvoice_format Read 482 0.1%
generate_iscc_code Execute 482 0.1%
build_conversion_receipt Execute 481 0.1%
check_private_student_loan_disclosures Read 481 0.1%
check_safeguarding_reconciliation Read 481 0.1%
classify_codm_expense_significance Read 481 0.1%
classify_erc1967_proxy_slot Read 481 0.1%
classify_safeguarding_method Read 481 0.1%
compute_isa530_audit_sampling_mus Read 481 0.1%
estimate_cross_venue_margin_capital Read 481 0.1%
explain_regrpt_variance Read 481 0.1%
recompute_csdr_penalty Execute 481 0.1%
recompute_section16b_profit Read 481 0.1%
reconcile_erc8056_multiplier Read 481 0.1%
roll_up_aml_lookback_disposition Read 481 0.1%
validate_signature_directory Read 481 0.1%
verify_tempo_mpp_voucher Read 481 0.1%
compute_deterministic_amortization_schedule Write 481 0.1%
register_mra_remediation_closure Write 481 0.1%
build_rights_record Execute 480 0.1%
build_sanctions_screening_evidence_pack Read 480 0.1%
analyze_prediction_market Execute 480 0.1%
assess_model_validation_status Read 480 0.1%
check_cscf_control_applicability Read 480 0.1%
check_producer_license_reciprocity Read 480 0.1%
classify_avax_permissioning_controls Read 480 0.1%
classify_ledger_consensus_finality Read 480 0.1%
currency_basket_index Read 480 0.1%
derive_beacon_fair_sample Execute 480 0.1%
evaluate_globe_safe_harbour_tests Read 480 0.1%
lint_x12_claim_records Read 480 0.1%
recompute_erc4337_userop_math Execute 480 0.1%
recompute_exchange_fee_tier_invoice Read 480 0.1%
recompute_stock_loan_rebate_fee Execute 480 0.1%
test_asc280_reportable_segment Read 480 0.1%
validate_audit_trail_completeness Read 480 0.1%
validate_tip20_memo_commitment Execute 480 0.1%
verify_kya_x402_scope Read 480 0.1%
verify_license_election Read 480 0.1%
convert_tabular_data Write 480 0.1%
calculate_erc2981_royalty Read 479 0.1%
check_ai_act_art50_marking Read 479 0.1%
check_official_statement_completeness Read 479 0.1%
check_reg_e_remittance_disclosure Read 479 0.1%
compute_fha_mip_eligibility Read 479 0.1%
compute_identity_proofing_assurance_level Read 479 0.1%
map_nmd_behavioral_repricing Execute 479 0.1%
model_l1_fee_runway Execute 479 0.1%
verify_erc8004_registry_entry Read 479 0.1%
verify_etf_pcf_basket Execute 479 0.1%
verify_proof_of_reserves_consistency Read 479 0.1%
convert_markdown_document Write 479 0.1%
build_ai_training_data_lineage_record Execute 478 0.1%
classify_mla_charge_inclusion Read 478 0.1%
recompute_tmpg_fails_charge Execute 478 0.1%
attest_bulk_disbursement_integrity Execute 478 0.1%
check_capital_adequacy_private Read 478 0.1%
check_g20_corridor_cost_gap Read 478 0.1%
classify_vida_platform_deemed_supplier Read 478 0.1%
compute_custody_segregation_ratio Read 478 0.1%
compute_fund_expense_ratios Read 478 0.1%
compute_va_funding_fee_residual Read 478 0.1%
lint_cbom_structure Read 478 0.1%
lint_mismo_uldd_ulad Read 478 0.1%
oracle_price_aggregation Read 478 0.1%
recompute_ccp_default_waterfall Execute 478 0.1%
recompute_garnishment_stack Execute 478 0.1%
recompute_pe_waterfall_lp Execute 478 0.1%
reconcile_emir_pairing Read 478 0.1%
resolve_provenance_ingredient_tree Write 478 0.1%
build_digest_manifest Execute 477 0.1%
run_vida_readiness_diagnostic Execute 477 0.1%
determine_deposit_insurance_coverage Read 477 0.1%
aggregate_summa_mst_liabilities Read 477 0.1%
attest_calc_agent_independence Execute 477 0.1%
calculate_cecl_ecl_allowance Read 477 0.1%
check_credit_concentration_topn_sector Read 477 0.1%
check_iolta_three_way_reconciliation Read 477 0.1%
check_sb53_frontier_scope Read 477 0.1%
compare_cross_ccp_pqd_fields Read 477 0.1%
compose_eval_attestation_receipt Execute 477 0.1%
compute_fdic_assessment_rate Read 477 0.1%
compute_loan_servicing_waterfall_recompute Execute 477 0.1%
compute_raroc_loan_price Execute 477 0.1%
compute_trid_tolerance_cure Execute 477 0.1%
map_robinhood_chain_regime Read 477 0.1%
score_payee_name_match Read 477 0.1%
stress_test_ap_redemption_path Execute 477 0.1%
test_hpml_escrow Execute 477 0.1%
validate_form5500_schedules Read 477 0.1%
verify_merkle_airdrop_proof Execute 477 0.1%
verify_settlement_asset_backing Read 477 0.1%
assess_agent_directory_publish_readiness Write 477 0.1%
build_allocation_decision_receipt Execute 476 0.1%
build_idv_session_receipt Execute 476 0.1%
run_section125_ndt Execute 476 0.1%
run_vop_readiness_diagnostic Execute 476 0.1%
check_mica_reserve_disclosure Read 476 0.1%
check_x402_domain_nonce_window Read 476 0.1%
classify_reward_flow_related_party Read 476 0.1%
compute_canton_traffic_cost Read 476 0.1%
compute_cyber_incident_notification_clock Execute 476 0.1%
compute_flsa_regular_rate Read 476 0.1%
compute_pt_yt_yield Execute 476 0.1%
compute_rbc_action_level_private Read 476 0.1%
compute_var_backtest_traffic_light Execute 476 0.1%
reconcile_report_to_general_ledger Execute 476 0.1%
verify_witness_cosignatures Execute 476 0.1%
workbook_roundtrip_verify Read 476 0.1%
convert_tempo_fee_amm Write 476 0.1%
build_model_inventory_entry Execute 475 0.1%
run_emir_reporting_fit Execute 475 0.1%
compute_lcm_rate_derivation Execute 475 0.1%
lint_metro2_record Read 475 0.1%
lint_stock_token_valuation Read 475 0.1%
rdarr_aggregation_recompute Execute 475 0.1%
validate_fdic370_output_file Execute 475 0.1%
validate_mt700_lc_fields Read 475 0.1%
validate_openids_homeowners_record Read 475 0.1%
validate_qfc_recordkeeping_file Read 475 0.1%
register_source_arrival_freshness Write 475 0.1%
build_public_money_settlement_receipt Execute 474 0.1%
build_tdm_reservation Execute 474 0.1%
compile_rebalance_evidence_pack Execute 474 0.1%
run_regrpt_edit_checks Execute 474 0.1%
assemble_ocg_evidence_bundle Execute 474 0.1%
assess_defi_lending Read 474 0.1%
check_assessor_independence Read 474 0.1%
compose_globe_gir Execute 474 0.1%
compute_large_exposures_limit Read 474 0.1%
map_agent_payment_mandate Execute 474 0.1%
validate_emir_trade_report Read 474 0.1%
validate_emir_upi Read 474 0.1%
verify_erc165_interface_id Read 474 0.1%
verify_migration_completeness Read 474 0.1%
verify_webbotauth_signature Execute 474 0.1%
build_agent_test_evidence Execute 473 0.1%
build_ai_workpaper_record Execute 473 0.1%
build_pld_disclosure_pack Execute 473 0.1%
assess_restaking_risk Read 473 0.1%
check_nway_balance_closure Read 473 0.1%
check_operator_exit_portability Read 473 0.1%
classify_settlement_finality Read 473 0.1%
compose_ap2_prompt Execute 473 0.1%
compute_cross_border_fees Read 473 0.1%
compute_fx_netting_positions Execute 473 0.1%
evaluate_decision_tree Execute 473 0.1%
test_reg_w_affiliate_transactions Read 473 0.1%
compute_regulatory_obligations_register Write 473 0.1%
check_lei_relationship_consistency Read 472 0.1%
compute_breakeven Execute 472 0.1%
compute_mlr_rebate Read 472 0.1%
validate_c2pa_manifest Read 472 0.1%
validate_content_binding_assertion Execute 472 0.1%
validate_slate_report_fields Read 472 0.1%
verify_anchored_extract Execute 472 0.1%
publish_market_mark_head Execute 472 0.1%
compile_work_mandate Execute 471 0.1%
run_rate_shock_ladder Execute 471 0.1%
check_mica_register_presence Read 471 0.1%
compute_asset_liability_coverage Read 471 0.1%
compute_authzen_conformance_fixture Execute 471 0.1%
compute_counterparty_limit_check Read 471 0.1%
compute_discount_window_capacity Read 471 0.1%
compute_perp_funding Read 471 0.1%
compute_wash_sale_window_guard Read 471 0.1%
digest_gleif_snapshot Read 471 0.1%
rdarr_quality_scorecard Read 471 0.1%
recompute_fund_fees Execute 471 0.1%
sweep_docket_deadlines Execute 471 0.1%
validate_canton_party_allowlist Read 471 0.1%
verify_close_posting_lineage Read 471 0.1%
plan_aml_disposition_sample Write 471 0.1%
build_agent_incident_record Write 470 0.1%
build_dual_control_certification Execute 470 0.1%
build_validator_change_control_receipt Execute 470 0.1%
aggregate_reputation_score Read 470 0.1%
assess_exam_readiness_pack Read 470 0.1%
audit_agent_key_rotation Read 470 0.1%
check_sod_matrix Read 470 0.1%
classify_redline_round_changes Execute 470 0.1%
compute_ipfs_cid Execute 470 0.1%
compute_xirr Read 470 0.1%
lookup_reg_z_thresholds Read 470 0.1%
map_pil_flavor Execute 470 0.1%
record_index_constituents Read 470 0.1%
score_credit_model_quantized Read 470 0.1%
validate_nft_metadata_art209 Read 470 0.1%
validate_royalty_split Read 470 0.1%
verify_input_attestations Execute 470 0.1%
verify_revocation_status Read 470 0.1%
select_cbe_license Write 470 0.1%
compute_forecast_accuracy_score Read 469 0.1%
price_embedded_insurance Execute 469 0.1%
recompute_best_execution Execute 469 0.1%
recompute_fund_nav Execute 469 0.1%
screen_je_ruleset Execute 469 0.1%
screen_sanctions_private Read 469 0.1%
simulate_output_floor Execute 469 0.1%
verify_eth_state_proof Execute 469 0.1%
verify_reserve_proof Read 469 0.1%
run_audit_recalc_suite Execute 468 0.1%
choose_cc_license Read 468 0.1%
compare_rights_matrix Read 468 0.1%
compose_control_test_evidence Execute 468 0.1%
compute_annuity Execute 468 0.1%
compute_experience_mod Execute 468 0.1%
verify_ipe_integrity Read 468 0.1%
resolve_rule_version Write 468 0.1%
calculate_naic_clo_rbc_factor Read 467 0.1%
compute_dscr Execute 467 0.1%
find_runway_goal_path Read 467 0.1%
validate_signature_agent_card Execute 467 0.1%
bind_attested_subject Execute 466 0.1%
check_client_porting Read 466 0.1%
compute_irr Read 466 0.1%
record_fund_positions Write 466 0.1%
replicate_model_outputs Execute 466 0.1%
generate_attribution_string Execute 466 0.1%
run_model_test_battery Execute 465 0.1%
check_dpa_gdpr_art28 Read 465 0.1%
compute_index_weights Execute 465 0.1%
compute_npv Execute 465 0.1%
match_invoice_three_way Execute 465 0.1%
check_mt101_coexistence_readiness Read 463 0.1%
compute_verify_receipt Execute 463 0.1%
match_confirmations Read 463 0.1%
plan_attribute_sample Execute 463 0.1%
compute_short_sale_locate_ssr_checker Read 460 0.1%
verify_summa_mst_inclusion Read 460 0.1%
recompute_bordereau Execute 459 0.1%
compute_consolidation_cta Execute 458 0.1%
compute_eba_im_model_validation_tracker Read 457 0.1%
score_tempo_validator_readiness Read 457 0.1%
build_session_receipt Read 456 0.1%
attest_daily_reconciliation Execute 456 0.1%
compute_fx_funding_sequencer Execute 456 0.1%
compute_lending_recall_prioritizer Execute 456 0.1%
compute_odnsf_fee_recompute Read 456 0.1%
attest_margin_call_lifecycle Execute 455 0.1%
compute_intercompany_elimination_netting Execute 455 0.1%
score_clause_coverage Read 455 0.1%
compute_control_attestation_campaign_roll_up Read 454 0.1%
compute_direct_indexing_fit_screen Read 454 0.1%
compute_m3p_monthly_cap Execute 454 0.1%
compute_recordkeeping_completeness_mapper Read 454 0.1%
compute_rule_605_publication_composer Read 454 0.1%
compute_whistleblowing_channel_clock Read 454 0.1%
compute_apy_earned_recompute Read 453 0.1%
compute_education_funding_gap_calculator Read 453 0.1%
compute_interest_accrual_recompute Execute 453 0.1%
compute_algo_execution_schedule_simulator Execute 453 0.1%
compute_derivatives_margin_workbench Execute 452 0.1%
compute_gl_tieout_recompute Execute 452 0.1%
compute_best_execution_evidence_pack Execute 451 0.1%
compute_consultation_response_tracker Execute 451 0.1%
compute_ltc_funding_comparator Read 451 0.1%
record_index_correction Read 451 0.1%
compute_orsa_readiness_pack Read 450 0.1%
compute_pack_dependency_map Execute 449 0.1%
compute_proxy_voting_record Read 447 0.1%
compute_pta_verifier Execute 442 0.1%
workbook_evaluate Execute 425 0.1%
ha_bundle_export Write 384 0.1%
export_artifact Write 378 0.1%
ha_gate_status Read 377 0.1%
anchor_stamp Read 366 0.1%
workbook_csv_parse Read 357 0.1%
redline_verify Read 353 0.1%
verify_execution_hash Read 350 0.1%
vc_issue Write 326 0.1%
recon_match Read 311 0.1%
suggest_tool_idea Read 308 0.1%
validate_input_attestations Read 308 0.1%
build_workflow_links Execute 306 0.1%
call_tool Execute 289 0.1%
build_disclosure_manifest Execute 284 0.1%
sdjwt_present Write 283 0.1%
acdc_said_check Read 275 0.1%
intoto_record_chain_run Execute 265 0.1%
find_chain Read 258 0.1%
redline_diff Read 250 0.1%
find_tool Read 236 0.1%
checklist_verify_run Read 235 0.1%
verify_disclosure_inclusion Read 231 0.1%
build_chaingraph Execute 229 0.1%
lei_kyb_check Read 228 0.1%
compare_agentic_payment_protocols Read 219 0.1%
otlp_validate Read 212 0.1%
sdjwt_issue Write 210 0.1%
describe_tool Read 209 0.1%
baas_provider_comparator Read 208 0.1%
ap2_aml_mandate_builder Write 205 0.1%
list_ainumbers_tools Read 201 0.1%
agentic_mandate_sandbox Execute 189 0.1%
pain001_validate Read 188 0.1%
customer_risk_rating Read 187 0.1%
run_kernel_vm Execute 186 0.1%
validate_ap2_mcp_policy Read 183 0.1%
validate_mcp_server_json Read 183 0.1%
audit_mcp_oauth Read 182 0.1%
lint_mcp_tool_definition Write 181 0.1%
decode_x402_payment Read 179 0.1%
camt053_parse Read 171 0.0%
build_google_ap2_mandate Write 168 0.0%
checklist_validate_definition Read 156 0.0%
score_mcp_readiness Read 156 0.0%
scan_tool_poisoning Read 155 0.0%
validate_a2a_agent_card Read 155 0.0%
ha_record_validate Read 151 0.0%
inspect_visa_tap_signature Read 145 0.0%
suite_howto Read 137 0.0%
// CUT THE COST

Your agent uses a handful of these tools. It pays for all 729.

You don't need all 729 of those definitions in the window. PolicyLayer is an MCP gateway that sits in front of Ainumbers Mcp Apps: 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 729 tools (no gateway) 347,831 tokens —
3 granted tools ~1,431 tokens −100%
5 granted tools ~2,386 tokens −99%
10 granted tools ~4,771 tokens −99%
  1. Create a free account and register Ainumbers Mcp Apps — 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 AINUMBERS MCP APPS TOKEN COST →

Instant setup, no code required.

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

//FAQ

Ainumbers Mcp Apps token-cost questions.

How many tokens does the Ainumbers Mcp Apps MCP server use?+

Its 729 tool definitions total 347,831 tokens — 174% 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 Ainumbers Mcp Apps 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 Ainumbers Mcp Apps's token usage?+

Expose fewer tools. A PolicyLayer grant scopes Ainumbers Mcp Apps 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 1,431 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 07-10-2026 from the PolicyLayer scan database over all 729 catalogued Ainumbers Mcp Apps tools. Counts refresh with every site build.

THIS SERVER: All Ainumbers Mcp Apps tools Ainumbers Mcp Apps policy Token-cost calculator

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

A PolicyLayer grant scopes Ainumbers Mcp Apps to the tools you actually allow. Ungranted definitions never load, and every call that does run is checked against policy first.

CUT AINUMBERS MCP APPS 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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