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Home / Token cost / Ainumbers Mcp Apps
// MCP TOKEN COST

The Ainumbers Mcp Apps MCP server costs 320,441 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 686 tool definitions consume 320,441 tokens — 160% of a 200k context window, and 161× the median MCP server (1,986 tokens). A scoped grant exposing only the tools you use cuts that roughly in proportion.

MEASURED FROM SCHEMAS tiktoken o200k_base · rank #1 of 7,317 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 160%
1M WINDOW 32%

Corpus context: Ainumbers Mcp Apps ranks #1 of 7,317 measured MCP servers by definition cost. The median is 1,986 tokens, p90 is 12,223, and the heaviest (Ainumbers Mcp Apps) is 320,441 — 160% 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 320,441 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 467 tokens per tool.

ToolCategoryTokens% of server
emit_chaingraph_artifact Execute 640 0.2%
run_chain Execute 617 0.2%
check_agent_attestation Read 573 0.2%
classify_settlement_asset_finality Read 568 0.2%
validate_cross_network_settlement Execute 568 0.2%
check_genius_reserve_disclosure_conformance Read 567 0.2%
score_credit_default_risk Read 564 0.2%
simulate_stablecoin_reserve Read 563 0.2%
checklist_step_receipt Execute 562 0.2%
compute_rwa_scenarios Execute 561 0.2%
build_evidence_pack Read 560 0.2%
workbook_range_digest Read 552 0.2%
run_digital_trade_fit Execute 549 0.2%
run_mica_casp_fit Execute 549 0.2%
score_aml_typologies Read 549 0.2%
run_t1_readiness_diagnostic Execute 548 0.2%
assess_ai_act_conformity Read 547 0.2%
score_mcp_server_readiness Execute 547 0.2%
verify_address_migration_batch Read 546 0.2%
check_genius_reserve_disclosure Read 544 0.2%
simulate_frtb_es Read 544 0.2%
run_sanctions_screening_fit Execute 543 0.2%
run_pqc_timeline_fit Execute 542 0.2%
run_ai_act_highrisk_fit Execute 541 0.2%
validate_a2a_trust_chain Read 540 0.2%
run_carbon_compliance_fit Execute 537 0.2%
run_agent_economy_fit Execute 535 0.2%
run_tokenized_settlement_fit Execute 534 0.2%
assess_psd3_readiness Read 533 0.2%
estimate_cross_margin_benefit Read 533 0.2%
estimate_ficc_margin_netting Read 533 0.2%
inspect_visa_trusted_agent_protocol Read 533 0.2%
run_robinhood_chain_fit_diagnostic Execute 532 0.2%
compare_agentic_rail_protocols Read 532 0.2%
simulate_x402_flow Execute 532 0.2%
verify_trade_document_set Read 532 0.2%
run_treasury_clearing_fit Execute 531 0.2%
aggregate_execution_receipts Read 530 0.2%
check_eudi_readiness Read 530 0.2%
calculate_cbam_embedded_emissions Execute 529 0.2%
score_nis2_supply_chain_diligence Read 529 0.2%
draft_ap2_mandate_credential Write 527 0.2%
precheck_reserve_attestation Read 527 0.2%
validate_agent_commerce_conformance Execute 527 0.2%
assess_mica_casp_readiness Read 526 0.2%
lint_compelling_evidence_ce30_agentic Execute 525 0.2%
model_clearing_access_economics Read 525 0.2%
validate_a2a_x402_mandate Execute 525 0.2%
compute_basel31_delta Read 524 0.2%
validate_private_inputs Read 523 0.2%
validate_einvoice_batch Read 521 0.2%
plan_tls_pki_migration Write 521 0.2%
build_ai_conformity_pack Execute 520 0.2%
classify_agentic_ai_risk Read 520 0.2%
validate_ap2_mandate_chain Execute 520 0.2%
validate_mletr_record Read 520 0.2%
verify_a2a_agent_card Read 520 0.2%
calculate_csdr_penalty Execute 519 0.2%
validate_tempo_token_compliance Read 519 0.2%
build_mastercard_agentic_token Execute 518 0.2%
check_screening_list_coverage Read 518 0.2%
replay_supervisory_scenario Execute 518 0.2%
verify_merkle_batch Execute 517 0.2%
check_iso20022_pqc_readiness Read 516 0.2%
score_taxonomy_alignment Read 516 0.2%
validate_cctp_v2_transfer Read 516 0.2%
assemble_aiuc1_evidence_pack Execute 515 0.2%
compute_settlement_efficiency_kpi Read 515 0.2%
reconcile_x402_batch_settlement Execute 514 0.2%
validate_deposit_token_compliance Read 514 0.2%
verify_ap2_payment_receipt Read 514 0.2%
build_fria_monitoring_plan Execute 513 0.2%
lint_arc_xreserve_config Read 513 0.2%
lint_securities_settlement_message Read 513 0.2%
lint_x402_v2_migration Execute 513 0.2%
simulate_vop_matching Execute 513 0.2%
assess_circumvention_diligence Read 512 0.2%
audit_acp_ucp_product_feed Read 512 0.2%
check_nis2_art21_measures Read 512 0.2%
compile_model_risk_lineage_pack Execute 511 0.2%
run_agentic_readiness_diagnostic Execute 511 0.2%
aggregate_cbam_precursor_emissions Read 511 0.2%
classify_eccn_dual_use Read 511 0.2%
decode_mpp_session Execute 511 0.2%
score_sanctions_screening_quality Read 511 0.2%
route_mica_transitional_deadline Read 510 0.2%
build_dora_roi_register Execute 509 0.2%
aggregate_ownership_50pct Read 509 0.2%
classify_blockchain_quantum_risk Read 509 0.2%
compute_portfolio_var Read 509 0.2%
model_cbam_certificate_cost Read 509 0.2%
predict_settlement_fail Read 509 0.2%
score_fuzzy_match_calibration Execute 509 0.2%
validate_x402_deferred_handshake Execute 509 0.2%
apply_climate_scenario Execute 509 0.2%
run_arc_fit_diagnostic Execute 508 0.2%
classify_dora_incident Read 508 0.2%
validate_dtc_tokenized_treasury Read 508 0.2%
generate_zk_compliance_proof Execute 508 0.2%
screen_tip20_transfer_batch Execute 507 0.2%
check_allocation_affirmation Execute 507 0.2%
link_eudr_supply_chain_traceability Read 507 0.2%
reconcile_sii_ifrs17 Read 507 0.2%
run_tempo_fit_diagnostic Execute 506 0.2%
assess_vida_drr_reporting_obligation Read 506 0.2%
certify_license_election Execute 506 0.2%
compute_dora_roi_gleif_preflight_pack Read 506 0.2%
check_irrbb_csrbb_scope Read 505 0.2%
detect_transaction_anomalies Execute 505 0.2%
evaluate_irrbb_sot_eve Read 505 0.2%
model_x402_settlement Read 505 0.2%
simulate_ict_cascade Execute 505 0.2%
validate_agent_obo_mandate Read 505 0.2%
check_fido_pqc_conformance Read 504 0.2%
validate_eugb_factsheet Read 504 0.2%
validate_ifrs17_csm_rollforward Read 504 0.2%
check_digital_trade_rules Execute 503 0.2%
check_nis2_governance_readiness Read 503 0.2%
model_tempo_payment_economics Read 503 0.2%
route_einvoice_jurisdiction_mandate Execute 503 0.2%
validate_ap2_mandate_credential Execute 503 0.2%
compute_stock_token_collateral_haircut Execute 502 0.2%
model_agent_service_metering Execute 502 0.2%
build_agent_traffic_policy Execute 501 0.2%
aggregate_taxonomy_kpi_gar Read 501 0.2%
check_ssi_conformance Read 501 0.2%
check_tokenized_collateral_eligibility Read 501 0.2%
detect_timeseries_anomalies Execute 501 0.2%
simulate_app_fraud_graph Execute 501 0.2%
check_cra_annex1_completeness Read 500 0.2%
validate_canton_selective_disclosure Read 500 0.2%
run_dora_readiness_diagnostic Execute 499 0.2%
run_liquidity_stress_test Execute 499 0.2%
assess_mar_crypto_surveillance Read 499 0.2%
check_gpai_code_conformance Read 499 0.2%
link_traceability_lot_code Read 499 0.2%
lint_crypto_asset_whitepaper Read 499 0.2%
validate_mcp_authorization_metadata Read 499 0.2%
validate_pacs008_party_completeness Read 499 0.2%
calculate_mica_own_funds Execute 498 0.2%
score_nis2_incident_significance Read 498 0.2%
simulate_spend_policy Execute 498 0.2%
validate_eudr_geolocation Read 498 0.2%
build_ai_decision_log_record Write 497 0.2%
check_emir_uti_completeness Read 497 0.2%
compute_esrp_exposure Execute 497 0.2%
record_model_input_lineage Read 497 0.2%
scope_mica_token_and_service Read 497 0.2%
simulate_consent_stress Execute 497 0.2%
compute_stress_test_scenarios Execute 496 0.2%
crosswalk_agent_payment_rail_trust Execute 496 0.2%
score_partner_stablecoin_readiness Read 496 0.2%
validate_ai_impact_assessment Execute 496 0.2%
validate_emir_lifecycle_event Read 496 0.2%
validate_tfr_travel_rule_batch Execute 496 0.2%
verify_did_webvh_log Read 496 0.2%
build_traiga_safe_harbor_pack Execute 495 0.2%
compute_reg_z_appendix_j_apr Execute 495 0.2%
classify_annex3_decisioning_obligations Read 495 0.2%
map_ai_act_procurement_clauses Read 495 0.2%
reconcile_mpp_subscription Read 495 0.2%
route_vida_oss_registration Execute 495 0.2%
verify_einvoice_vat_calc Read 495 0.2%
compute_rbc_action_level Execute 494 0.2%
assess_cra_vuln_reporting_readiness Read 494 0.2%
check_license_compatibility Read 494 0.2%
compare_pension_lump_sum_annuity Read 494 0.2%
model_buy_in_exposure Execute 494 0.2%
verify_dual_layer_disclosure Read 494 0.2%
verify_slsa_provenance Execute 494 0.2%
build_no_russia_clause_pack Execute 493 0.2%
assemble_ai_addendum Execute 493 0.2%
assess_vida_recapitulative_migration Read 493 0.2%
map_nist_ai_rmf_functions Read 493 0.2%
mobilize_margin_collateral Read 493 0.2%
verify_saleable_return Read 493 0.2%
build_product_lineage Execute 492 0.2%
otlp_span_receipt Execute 492 0.2%
calculate_nis2_penalty_exposure Read 492 0.2%
compare_corridor_cost Read 492 0.2%
lint_mcp_server_conformance Execute 492 0.2%
reconcile_commission_statement Read 492 0.2%
simulate_agent_spend_policy Execute 492 0.2%
validate_tempo_zone_disclosure Read 492 0.2%
verify_content_credential_signature Execute 492 0.2%
resolve_cbam_default_value Write 492 0.2%
check_jwks_pinned_directory Read 491 0.2%
test_bifsg_bias_thresholds Read 491 0.2%
calculate_repo_haircut Execute 490 0.2%
check_retail_installment_disclosures Read 490 0.2%
classify_nis2_entity Read 490 0.2%
validate_acp_checkout Execute 490 0.2%
validate_collateral_swap_eligibility Read 490 0.2%
publish_model_risk_head Execute 490 0.2%
aggregate_solvency2_scr_modules Read 489 0.2%
assess_naic_ais_program_readiness Read 489 0.2%
evaluate_irrbb_sot_nii Execute 489 0.2%
lint_insurance_evidence_freshness Read 489 0.2%
map_bhc_schedule_hcr Write 489 0.2%
build_idv_verification_incident_record Write 488 0.2%
classify_bold_challenge_finality Read 488 0.2%
compose_workpaper_bundle Read 488 0.2%
compute_cdd_ownership_25pct Read 488 0.2%
map_tempo_settlement Execute 488 0.2%
score_mt_mx_translation_fidelity Read 488 0.2%
validate_pvp_settlement Execute 488 0.2%
validate_vida_einvoice_conformance Read 488 0.2%
select_agentic_checkout_protocol Execute 488 0.2%
run_call_report_edit_checks Execute 487 0.2%
run_irrbb_disclosure_fit Execute 487 0.2%
assess_iso42001_aims_conformance Read 487 0.2%
check_agency_eligibility_matrix Read 487 0.2%
classify_qm_apr_apor_spread Read 487 0.2%
map_irrbb_standardised_approach Read 487 0.2%
map_iso20022_to_evm_calldata Execute 487 0.2%
score_cash_forecast_accuracy Read 487 0.2%
score_eudr_country_risk Read 487 0.2%
track_ifrs17_loss_component_rollforward Read 487 0.2%
map_bhc_schedule_hc Write 487 0.2%
allocate_ihb_interest Read 486 0.2%
amortize_asc606_commissions Execute 486 0.2%
assess_suspect_product_status Read 486 0.2%
calculate_xva Execute 486 0.2%
classify_eudr_commodity_scope Read 486 0.2%
compute_15c3_3_reserve Read 486 0.2%
simulate_var_monte_carlo Execute 486 0.2%
validate_dtcc_ca_iso20022_message Read 486 0.2%
run_eudr_readiness_fit Execute 485 0.2%
calculate_solvency2_scr_ratio Execute 485 0.2%
check_ifrs17_risk_adjustment Read 485 0.2%
compute_aca_affordability_safe_harbor Read 485 0.2%
correlate_ap2_cartmandate_x402 Execute 485 0.2%
lint_lei_payment_binding Read 485 0.2%
model_tempo_gas_economics Execute 485 0.2%
optimize_social_security_claim_age Read 485 0.2%
prevalidation_readiness_scorer Read 485 0.2%
recompute_corporate_action_entitlement Execute 485 0.2%
validate_signature_directory Read 485 0.2%
resolve_recall_trace Write 485 0.2%
build_art5_diligence_evidence Execute 484 0.2%
build_einvoice_transmission_receipt Write 484 0.2%
audit_mcp_tool_scope_revocation Read 484 0.2%
calculate_irrbb_eve_shocks Execute 484 0.2%
classify_ifrs17_measurement_model Read 484 0.2%
compare_basel_2023_vs_2026 Read 484 0.2%
validate_agent_audit_trail Read 484 0.2%
validate_fsma204_cte Read 484 0.2%
select_embedded_license Write 484 0.2%
build_226j_response_evidence_pack Execute 483 0.2%
run_illustration_selfsupport_test Execute 483 0.2%
screen_onledger_transfer_batch Execute 483 0.2%
assemble_license_terms Execute 483 0.2%
check_ai_act_art50_marking Read 483 0.2%
compute_globe_sbie_topup Read 483 0.2%
recompute_x402_eip712_digest Execute 483 0.2%
simulate_gpi_tracker_lifecycle Execute 483 0.2%
validate_cyclonedx_sbom Read 483 0.2%
validate_w8_series_structural Read 483 0.2%
verify_acdc_delegation_chain Read 483 0.2%
verify_x402_signer_recovery Execute 483 0.2%
run_insurance_reporting_fit Execute 482 0.2%
run_mcp_deployability_diagnostic Execute 482 0.2%
check_cash_leg_finality Read 482 0.2%
classify_vida_platform_deemed_supplier Read 482 0.2%
lint_aiuc1_control_evidence Execute 482 0.2%
lint_settlement_orchestrator_conformance Execute 482 0.2%
reconcile_emir_pairing Read 482 0.2%
route_partner_stablecoin_jurisdiction Execute 482 0.2%
verify_dscsa_transaction_statement Read 482 0.2%
resolve_provenance_ingredient_tree Write 482 0.2%
build_ap2_cartmandate_hashchain Execute 481 0.2%
build_etr_possession_chain Execute 481 0.2%
parse_camt053_reconciliation Read 481 0.2%
run_ai_governance_fit Execute 481 0.2%
run_vida_readiness_diagnostic Execute 481 0.2%
aggregate_summa_mst_liabilities Read 481 0.2%
calculate_claims_stp_economics Execute 481 0.2%
check_etr_control_evidence Read 481 0.2%
compute_bond_duration Read 481 0.2%
compute_globe_jurisdictional_etr Execute 481 0.2%
lint_trace_cat_reports Execute 481 0.2%
score_agent_insurability_evidence Read 481 0.2%
test_hpml_escrow Read 481 0.2%
validate_eudr_due_diligence_statement Read 481 0.2%
validate_spdx_sbom Read 481 0.2%
assess_agent_directory_publish_readiness Write 481 0.2%
build_claim_dispute_bundle Execute 480 0.1%
build_idv_session_receipt Execute 480 0.1%
adjudicate_emir_reconciliation Read 480 0.1%
age_emir_reconciliation_breaks Read 480 0.1%
check_mcp_registry_entry Read 480 0.1%
compare_model_outcome_analysis Execute 480 0.1%
compute_ltv_ratios Read 480 0.1%
lint_cbpr_structured_address Read 480 0.1%
model_stablecoin_corridor_economics Read 480 0.1%
validate_cat_bond_trigger_terms Read 480 0.1%
validate_mcp_task_lifecycle Execute 480 0.1%
verify_trid_apr_accuracy Read 480 0.1%
run_emir_reporting_fit Execute 479 0.1%
classify_ai_system_governance Read 479 0.1%
classify_carf_reportable Read 479 0.1%
compute_disparity_metrics Execute 479 0.1%
compute_gross_to_net Read 479 0.1%
compute_options_greeks Execute 479 0.1%
model_arc_stablefx_rfq Execute 479 0.1%
size_ccp_default_fund_cover2 Execute 479 0.1%
sweep_fedwire_addresses Execute 479 0.1%
test_hoepa_high_cost Read 479 0.1%
validate_canton_dvp_atomicity Execute 479 0.1%
build_tdm_reservation Execute 478 0.1%
compute_parametric_trigger_payout Execute 478 0.1%
benchmark_tp_interquartile_range Read 478 0.1%
check_purpose_code_requirement Read 478 0.1%
check_qm_points_and_fees Execute 478 0.1%
check_webbotauth_nonce_replay Read 478 0.1%
compute_escrow_analysis Read 478 0.1%
compute_hmda_rate_spread Execute 478 0.1%
compute_remittance_disclosure Read 478 0.1%
validate_ebam_acmt_flow Execute 478 0.1%
validate_emir_trade_report Read 478 0.1%
validate_emir_upi Read 478 0.1%
validate_fund_collateral Execute 478 0.1%
validate_mcp_server_identity Read 478 0.1%
verify_webbotauth_signature Execute 478 0.1%
map_call_report_schedule_rcr Write 478 0.1%
recompute_lease_schedule_asc842_ifrs16 Execute 478 0.1%
build_vop_session_receipt Execute 477 0.1%
recompute_payment_waterfall Execute 477 0.1%
assess_traiga_exposure Read 477 0.1%
check_card_act_ability_to_pay Read 477 0.1%
check_debt_validation_notice Read 477 0.1%
compute_dv01 Read 477 0.1%
dispose_carf_status_message Execute 477 0.1%
lint_besu_settlement_contract Execute 477 0.1%
model_arc_cpn_economics Execute 477 0.1%
validate_adverse_action_notice Read 477 0.1%
validate_openvex_statement Execute 477 0.1%
derive_parametric_index_from_receipts Execute 476 0.1%
analyze_dc_vs_lc_cost_benefit Read 476 0.1%
classify_emir3_active_account_status Read 476 0.1%
classify_emir3_simm_approval_scope Read 476 0.1%
compute_fr2052a_inflow_outflow_classification Read 476 0.1%
compute_por_liabilities_composite Execute 476 0.1%
compute_scra_rate_cap Read 476 0.1%
lint_fedwire_structured_address Read 476 0.1%
model_arc_paymaster_economics Execute 476 0.1%
validate_c2pa_manifest Read 476 0.1%
validate_content_binding_assertion Execute 476 0.1%
validate_dpp_data_carrier Read 476 0.1%
validate_regf_call_frequency Read 476 0.1%
verify_product_authenticity Read 476 0.1%
workbook_roundtrip_verify Read 476 0.1%
map_call_report_schedule_rc Write 476 0.1%
build_amortization_schedule Execute 475 0.1%
run_slate_reporting_fit Execute 475 0.1%
bind_agreement_acceptance Read 475 0.1%
compute_cfpb_1071_coverage Read 475 0.1%
compute_federal_withholding Read 475 0.1%
compute_note_h_margin_debit Read 475 0.1%
find_prediction_arbitrage Execute 475 0.1%
optimize_settlement_capital Execute 475 0.1%
test_hedge_effectiveness Execute 475 0.1%
test_nav_error_materiality Read 475 0.1%
verify_conversion_receipt Read 475 0.1%
build_adverse_action_notice Write 474 0.1%
anchor_document_integrity Read 474 0.1%
audit_agent_key_rotation Read 474 0.1%
check_conforming_loan_limit Read 474 0.1%
compare_receivables_finance_economics Read 474 0.1%
compute_dti_ratios Execute 474 0.1%
compute_rwa_erba_2026 Execute 474 0.1%
prove_metadata_sanitization Execute 474 0.1%
validate_tokenized_security_lifecycle Execute 474 0.1%
run_401k_adp_acp_test Execute 473 0.1%
assemble_mutual_nda Read 473 0.1%
calculate_basis_risk_nii_shock Execute 473 0.1%
compute_llpa_stack Execute 473 0.1%
compute_multilateral_netting Execute 473 0.1%
diagnose_canton_readiness Read 473 0.1%
map_mt9xx_to_camt Read 473 0.1%
recompute_stablecoin_reserve_3source Execute 473 0.1%
verify_timestamp_attestation Read 473 0.1%
build_cbcr_report Execute 472 0.1%
build_safeguarding_audit_evidence Execute 472 0.1%
classify_digital_asset_regulatory Read 472 0.1%
compute_canton_app_reward_estimate Read 472 0.1%
compute_convexity Read 472 0.1%
compute_mla_mapr Execute 472 0.1%
compute_perp_margin Execute 472 0.1%
compute_tempo_mainnet_fee_capacity Execute 472 0.1%
model_perp_position Execute 472 0.1%
recompute_ccd2_aprc_annex3 Execute 472 0.1%
recompute_trustee_report_waterfall Read 472 0.1%
validate_commission_hierarchy Read 472 0.1%
validate_einvoice_format Read 472 0.1%
generate_iscc_code Execute 472 0.1%
build_conversion_receipt Execute 471 0.1%
calculate_naic_clo_rbc_factor Read 471 0.1%
check_camera_provenance Read 471 0.1%
check_icm_quorum_forgery_risk Read 471 0.1%
classify_dora_ict_incident_and_clock_deadlines Execute 471 0.1%
classify_sco60_exposure Read 471 0.1%
examine_lc_document_presentation Read 471 0.1%
recompute_mla_mapr_actuarial Execute 471 0.1%
rollforward_y14_capital_worksheet Execute 471 0.1%
track_fatca_crs_ro_remediation_closure Read 471 0.1%
track_globe_transition_deferred_tax Read 471 0.1%
validate_signature_agent_card Execute 471 0.1%
build_rights_record Execute 470 0.1%
analyze_prediction_market Execute 470 0.1%
check_fatca_crs_submission_conformance Read 470 0.1%
check_muni_arbitrage_spending_exception Read 470 0.1%
classify_rate_rec_5pct_threshold Read 470 0.1%
compute_globe_topup_tax Execute 470 0.1%
compute_intraday_liquidity_monitoring Read 470 0.1%
compute_lcr_nsfr_leverage Read 470 0.1%
currency_basket_index Read 470 0.1%
decode_c2pa_aiml_assertions Read 470 0.1%
evaluate_globe_de_minimis_exclusion Read 470 0.1%
lint_ab2013_training_data_disclosure Read 470 0.1%
lookup_mletr_jurisdiction_adoption Read 470 0.1%
recompute_erc7540_request_accounting Read 470 0.1%
verify_finp2p_ledger_proof Read 470 0.1%
verify_license_election Execute 470 0.1%
convert_tabular_data Execute 470 0.1%
run_umr_aana_readiness Execute 469 0.1%
assess_model_validation_status Read 469 0.1%
check_dpa_gdpr_art28 Read 469 0.1%
check_securitization_risk_retention Read 469 0.1%
classify_t1_posttrade_timing Read 469 0.1%
compute_oprisk_sma_2026 Execute 469 0.1%
compute_pqc_deadline_ladder Execute 469 0.1%
decode_eip7702_authorization_tuple Read 469 0.1%
lint_x12_claim_records Read 469 0.1%
recompute_csdr_penalty Execute 469 0.1%
recompute_section16b_profit Read 469 0.1%
convert_markdown_document Execute 469 0.1%
build_conditional_relief_collateral_receipt Execute 468 0.1%
build_digest_manifest Execute 468 0.1%
check_linea_l2_finality_window Read 468 0.1%
check_private_student_loan_disclosures Read 468 0.1%
check_safeguarding_reconciliation Read 468 0.1%
classify_safeguarding_method Read 468 0.1%
compute_basel_haircut_adjusted_exposure Execute 468 0.1%
derive_beacon_fair_sample Read 468 0.1%
estimate_cross_venue_margin_capital Read 468 0.1%
explain_regrpt_variance Read 468 0.1%
lint_cbom_structure Read 468 0.1%
oracle_price_aggregation Read 468 0.1%
recompute_certified_payroll_pwa Execute 468 0.1%
reconcile_aml_lookback_completeness Read 468 0.1%
reconcile_erc8056_multiplier Execute 468 0.1%
verify_kya_x402_scope Read 468 0.1%
verify_tempo_mpp_voucher Read 468 0.1%
register_mra_remediation_closure Write 468 0.1%
check_mt101_coexistence_readiness Read 467 0.1%
classify_codm_expense_significance Read 467 0.1%
classify_erc1967_proxy_slot Read 467 0.1%
model_l1_fee_runway Read 467 0.1%
recompute_erc4626_vault_share_math Execute 467 0.1%
recompute_exchange_fee_tier_invoice Read 467 0.1%
test_asc280_reportable_segment Read 467 0.1%
validate_tip20_memo_commitment Read 467 0.1%
compute_deterministic_amortization_schedule Write 467 0.1%
check_cscf_control_applicability Read 466 0.1%
check_official_statement_completeness Read 466 0.1%
check_producer_license_reciprocity Read 466 0.1%
check_reg_e_remittance_disclosure Read 466 0.1%
classify_avax_permissioning_controls Read 466 0.1%
classify_ledger_consensus_finality Read 466 0.1%
evaluate_globe_safe_harbour_tests Read 466 0.1%
map_nmd_behavioral_repricing Execute 466 0.1%
recompute_garnishment_stack Execute 466 0.1%
recompute_pe_waterfall_lp Execute 466 0.1%
recompute_stock_loan_rebate_fee Execute 466 0.1%
roll_up_aml_lookback_disposition Read 466 0.1%
score_payee_name_match Read 466 0.1%
validate_audit_trail_completeness Read 466 0.1%
verify_erc8004_registry_entry Read 466 0.1%
verify_etf_pcf_basket Read 466 0.1%
build_ai_training_data_lineage_record Execute 465 0.1%
build_model_inventory_entry Execute 465 0.1%
build_sanctions_screening_evidence_pack Read 465 0.1%
run_section125_ndt Execute 465 0.1%
classify_mla_charge_inclusion Execute 465 0.1%
recompute_tmpg_fails_charge Execute 465 0.1%
calculate_erc2981_royalty Read 465 0.1%
check_capital_adequacy_private Read 465 0.1%
check_g20_corridor_cost_gap Read 465 0.1%
check_sb53_frontier_scope Read 465 0.1%
compose_eval_attestation_receipt Execute 465 0.1%
compute_fdic_assessment_rate Read 465 0.1%
compute_fha_mip_eligibility Read 465 0.1%
compute_flsa_regular_rate Execute 465 0.1%
compute_fund_expense_ratios Read 465 0.1%
compute_identity_proofing_assurance_level Read 465 0.1%
compute_va_funding_fee_residual Execute 465 0.1%
lint_mismo_uldd_ulad Execute 465 0.1%
recompute_ccp_default_waterfall Execute 465 0.1%
recompute_erc4337_userop_math Execute 465 0.1%
stress_test_ap_redemption_path Execute 465 0.1%
validate_form5500_schedules Read 465 0.1%
verify_proof_of_reserves_consistency Read 465 0.1%
verify_settlement_asset_backing Read 465 0.1%
attest_bulk_disbursement_integrity Execute 464 0.1%
attest_calc_agent_independence Execute 464 0.1%
calculate_cecl_ecl_allowance Read 464 0.1%
check_credit_concentration_topn_sector Read 464 0.1%
check_iolta_three_way_reconciliation Read 464 0.1%
check_x402_domain_nonce_window Read 464 0.1%
classify_reward_flow_related_party Read 464 0.1%
compare_cross_ccp_pqd_fields Read 464 0.1%
compute_canton_traffic_cost Execute 464 0.1%
compute_custody_segregation_ratio Read 464 0.1%
compute_pt_yt_yield Read 464 0.1%
compute_raroc_loan_price Read 464 0.1%
compute_rbc_action_level_private Read 464 0.1%
compute_trid_tolerance_cure Read 464 0.1%
lint_metro2_record Read 464 0.1%
lint_stock_token_valuation Execute 464 0.1%
map_robinhood_chain_regime Read 464 0.1%
verify_merkle_airdrop_proof Read 464 0.1%
verify_summa_mst_inclusion Read 464 0.1%
verify_witness_cosignatures Execute 464 0.1%
convert_tempo_fee_amm Execute 464 0.1%
lint_ucp_checkout_payload Write 464 0.1%
build_allocation_decision_receipt Execute 463 0.1%
run_vop_readiness_diagnostic Execute 463 0.1%
determine_deposit_insurance_coverage Read 463 0.1%
check_mica_reserve_disclosure Read 463 0.1%
compose_ap2_prompt Read 463 0.1%
compose_globe_gir Read 463 0.1%
compute_lcm_rate_derivation Read 463 0.1%
compute_var_backtest_traffic_light Read 463 0.1%
evaluate_decision_tree Execute 463 0.1%
rdarr_aggregation_recompute Execute 463 0.1%
recompute_bordereau Execute 463 0.1%
reconcile_report_to_general_ledger Read 463 0.1%
validate_fdic370_output_file Read 463 0.1%
validate_mt700_lc_fields Read 463 0.1%
validate_openids_homeowners_record Read 463 0.1%
validate_qfc_recordkeeping_file Read 463 0.1%
build_agent_test_evidence Execute 462 0.1%
build_ai_workpaper_record Execute 462 0.1%
compile_rebalance_evidence_pack Execute 462 0.1%
run_regrpt_edit_checks Execute 462 0.1%
assemble_ocg_evidence_bundle Execute 462 0.1%
assess_defi_lending Read 462 0.1%
check_assessor_independence Read 462 0.1%
check_operator_exit_portability Read 462 0.1%
compute_cross_border_fees Read 462 0.1%
compute_cyber_incident_notification_clock Execute 462 0.1%
compute_fx_netting_positions Execute 462 0.1%
compute_large_exposures_limit Read 462 0.1%
compute_loan_servicing_waterfall_recompute Execute 462 0.1%
map_agent_payment_mandate Execute 462 0.1%
verify_erc165_interface_id Read 462 0.1%
verify_migration_completeness Read 462 0.1%
register_source_arrival_freshness Write 462 0.1%
build_pld_disclosure_pack Execute 461 0.1%
build_public_money_settlement_receipt Execute 461 0.1%
assess_restaking_risk Read 461 0.1%
check_nway_balance_closure Execute 461 0.1%
classify_settlement_finality Read 461 0.1%
compute_breakeven Execute 461 0.1%
compute_discount_window_capacity Execute 461 0.1%
compute_mlr_rebate Read 461 0.1%
compute_xirr Read 461 0.1%
score_tempo_validator_readiness Read 461 0.1%
test_reg_w_affiliate_transactions Execute 461 0.1%
validate_slate_report_fields Read 461 0.1%
verify_anchored_extract Execute 461 0.1%
compile_work_mandate Execute 460 0.1%
aggregate_reputation_score Read 460 0.1%
attest_daily_reconciliation Execute 460 0.1%
check_lei_relationship_consistency Read 460 0.1%
check_mica_register_presence Read 460 0.1%
check_sod_matrix Read 460 0.1%
compute_counterparty_limit_check Read 460 0.1%
compute_odnsf_fee_recompute Execute 460 0.1%
compute_perp_funding Execute 460 0.1%
digest_gleif_snapshot Read 460 0.1%
rdarr_quality_scorecard Read 460 0.1%
simulate_output_floor Execute 460 0.1%
verify_revocation_status Read 460 0.1%
select_cbe_license Write 460 0.1%
build_agent_incident_record Write 459 0.1%
run_rate_shock_ladder Execute 459 0.1%
attest_margin_call_lifecycle Execute 459 0.1%
choose_cc_license Read 459 0.1%
compute_annuity Execute 459 0.1%
compute_asset_liability_coverage Read 459 0.1%
compute_authzen_conformance_fixture Execute 459 0.1%
compute_ipfs_cid Execute 459 0.1%
lookup_reg_z_thresholds Read 459 0.1%
map_pil_flavor Read 459 0.1%
recompute_best_execution Execute 459 0.1%
recompute_fund_fees Execute 459 0.1%
record_index_constituents Execute 459 0.1%
score_clause_coverage Read 459 0.1%
score_credit_model_quantized Execute 459 0.1%
sweep_docket_deadlines Execute 459 0.1%
validate_canton_party_allowlist Read 459 0.1%
validate_royalty_split Read 459 0.1%
verify_input_attestations Execute 459 0.1%
plan_aml_disposition_sample Write 459 0.1%
resolve_rule_version Write 459 0.1%
build_dual_control_certification Execute 458 0.1%
build_validator_change_control_receipt Execute 458 0.1%
check_agent_token_scope Read 458 0.1%
classify_redline_round_changes Execute 458 0.1%
compare_rights_matrix Read 458 0.1%
compute_dscr Execute 458 0.1%
compute_experience_mod Execute 458 0.1%
compute_m3p_monthly_cap Read 458 0.1%
price_embedded_insurance Execute 458 0.1%
recompute_fund_nav Execute 458 0.1%
screen_je_ruleset Execute 458 0.1%
screen_sanctions_private Read 458 0.1%
validate_nft_metadata_art209 Read 458 0.1%
verify_eth_state_proof Execute 458 0.1%
verify_reserve_proof Execute 458 0.1%
compose_control_test_evidence Execute 457 0.1%
compute_interest_accrual_recompute Execute 457 0.1%
compute_irr Read 457 0.1%
verify_ipe_integrity Execute 457 0.1%
build_session_receipt Read 456 0.1%
run_audit_recalc_suite Execute 456 0.1%
bind_attested_subject Execute 456 0.1%
check_client_porting Execute 456 0.1%
compute_index_weights Execute 456 0.1%
compute_npv Execute 456 0.1%
record_fund_positions Read 456 0.1%
replicate_model_outputs Execute 456 0.1%
generate_attribution_string Write 456 0.1%
record_index_correction Read 455 0.1%
run_model_test_battery Execute 454 0.1%
match_confirmations Read 454 0.1%
plan_attribute_sample Write 454 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%
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 Read 306 0.1%
build_disclosure_manifest Execute 284 0.1%
sdjwt_present Write 283 0.1%
verify_execution_hash Read 281 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%
otlp_validate Read 212 0.1%
sdjwt_issue Write 210 0.1%
compare_agentic_payment_protocols Read 204 0.1%
baas_provider_comparator Read 194 0.1%
ap2_aml_mandate_builder Write 188 0.1%
pain001_validate Read 188 0.1%
run_kernel_vm Execute 174 0.1%
customer_risk_rating Read 174 0.1%
agentic_mandate_sandbox Execute 173 0.1%
camt053_parse Read 171 0.1%
validate_mcp_server_json Read 169 0.1%
audit_mcp_oauth Read 168 0.1%
validate_ap2_mcp_policy Read 168 0.1%
lint_mcp_tool_definition Read 167 0.1%
decode_x402_payment Read 166 0.1%
list_ainumbers_tools Read 162 0.1%
checklist_validate_definition Read 156 0.0%
build_google_ap2_mandate Execute 152 0.0%
ha_record_validate Read 151 0.0%
score_mcp_readiness Read 142 0.0%
scan_tool_poisoning Read 141 0.0%
validate_a2a_agent_card Read 140 0.0%
inspect_visa_tap_signature Read 130 0.0%
// CUT THE COST

Your agent uses a handful of these tools. It pays for all 686.

You don't need all 686 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 686 tools (no gateway) 320,441 tokens —
3 granted tools ~1,401 tokens −100%
5 granted tools ~2,336 tokens −99%
10 granted tools ~4,671 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 686 tool definitions total 320,441 tokens — 160% 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 1,401 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 23-08-2026 from the PolicyLayer scan database over all 686 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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