Kagi Search vs AINumbers Fintech Intelligence Suite
Kagi Search is an MCP server published by kagisearch. Marketplaces we read that list it: 1 (Docker MCP Catalog). AINumbers Fintech Intelligence Suite is an MCP server published by ainumbers.co. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-15. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Kagi Search |  AINumbers Fintech Intelligence Suite |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:c26439346cd6 Forks (GitHub): 49 Pulls (Docker Hub): 19 866 Stars (Docker Hub): 1 Stars (GitHub): 542 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.4.23 Forks (GitHub): 1 Stars (GitHub): 2 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | Kagi Search | AINumbers Fintech Intelligence Suite |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 542 (better) | 2 (worse) |
| Pulls (Docker Hub) (differs) | 19 866 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 49 (better) | 1 (worse) |
| Last release (differs) | Not published | 2026-10-14 |
| Where it runs (differs) | On your machine (mcp/kagisearch) | Remote server (mcp.ainumbers.co/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares (differs) | 2 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/kagisearch/kagimcp | github.com/postoaklabs/ainumbers-mcp-apps |
| Changes in the last 7 days (differs) | 0 | 10 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 2 h ago |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
Kagi Search
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
AINumbers Fintech Intelligence Suite
743 MCP tools across 1206 fintech tools: ChainGraph AP2 decisions, execution_hash. Zero PII.
How to run each
Kagi Search As a local MCP server: Docker image
claude mcp add --env "KAGI_API_KEY=<YOUR_KAGI_API_KEY>" --transport stdio kagisearch -- docker run -i --rm -e KAGI_API_KEY mcp/kagisearchRequires: KAGI_API_KEY (secret)
AINumbers Fintech Intelligence Suite As a remote MCP server
claude mcp add --transport http tools https://mcp.ainumbers.co/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only AINumbers Fintech Intelligence Suite has a remote endpoint we check. How we check endpoints
Tools each declares
Only Kagi Search has
kagi_search_fetchkagi_summarizer
Only AINumbers Fintech Intelligence Suite has
acdc_said_checkagentic_mandate_sandboxaggregate_cbam_precursor_emissionsaggregate_ownership_50pctaggregate_taxonomy_kpi_garanalyze_prediction_marketanchor_document_integrityanchor_stampap2_aml_mandate_builderapply_climate_scenarioassemble_license_termsassess_agent_directory_publish_readiness
Show the remaining 188
assess_ai_act_conformityassess_circumvention_diligenceassess_cra_vuln_reporting_readinessassess_iso42001_aims_conformanceassess_mar_crypto_surveillanceassess_mica_casp_readinessassess_psd3_readinessassess_suspect_product_statusassess_vida_drr_reporting_obligationassess_vida_recapitulative_migrationaudit_acp_ucp_product_feedaudit_agent_key_rotationaudit_borrower_escrow_stmtaudit_mcp_oauthaudit_mcp_tool_scope_revocationbaas_provider_comparatorbuild_agent_traffic_policybuild_ai_conformity_packbuild_chaingraphbuild_conversion_receiptbuild_digest_manifestbuild_disclosure_manifestbuild_evidence_packbuild_fria_monitoring_planbuild_google_ap2_mandatebuild_mastercard_agentic_tokenbuild_no_russia_clause_packbuild_product_lineagebuild_rights_recordbuild_session_receiptbuild_tdm_reservationbuild_workflow_linkscalculate_cbam_embedded_emissionscalculate_csdr_penaltycalculate_irrbb_eve_shockscalculate_mica_own_fundscalculate_nis2_penalty_exposurecalculate_repo_haircutcalculate_solvency2_scr_ratiocall_toolcamt053_parsecertify_license_electioncheck_agent_attestationcheck_ai_act_art50_markingcheck_allocation_affirmationcheck_cash_leg_finalitycheck_cra_annex1_completenesscheck_digital_trade_rulescheck_emir_uti_completenesscheck_eudi_readinesscheck_fido_pqc_conformancecheck_gpai_code_conformancecheck_ifrs17_risk_adjustmentcheck_irrbb_csrbb_scopecheck_iso20022_pqc_readinesscheck_license_compatibilitycheck_mcp_registry_entrycheck_nis2_art21_measurescheck_nis2_governance_readinesscheck_qm_points_and_feescheck_screening_list_coveragecheck_ssi_conformancecheck_tokenized_collateral_eligibilitychecklist_step_receiptchecklist_validate_definitionchecklist_verify_runchoose_cc_licenseclassify_agentic_ai_riskclassify_ai_system_governanceclassify_blockchain_quantum_riskclassify_digital_asset_regulatoryclassify_dora_incidentclassify_eccn_dual_useclassify_eudr_commodity_scopeclassify_ifrs17_measurement_modelclassify_nis2_entityclassify_qm_apr_apor_spreadclassify_settlement_asset_finalityclassify_vida_platform_deemed_suppliercompare_agentic_payment_protocolscompare_agentic_rail_protocolscompare_rights_matrixcompute_basel31_deltacompute_ipfs_cidcompute_llpa_stackcompute_perp_margincompute_reg_z_appendix_j_aprcompute_settlement_efficiency_kpicompute_trid_tolerance_cureconvert_markdown_documentconvert_tabular_datacrosswalk_agent_payment_rail_trustcustomer_risk_ratingdecode_mpp_sessiondecode_x402_paymentdescribe_tooldiagnose_canton_readinessdraft_ap2_mandate_credentialemit_chaingraph_artifactestimate_cross_margin_benefitestimate_ficc_margin_nettingevaluate_irrbb_sot_eveevaluate_irrbb_sot_niiexport_artifactfind_chainfind_prediction_arbitragefind_toolgenerate_attribution_stringgenerate_iscc_codeha_bundle_exportha_gate_statusha_record_validateinspect_visa_tap_signatureinspect_visa_trusted_agent_protocolintoto_record_chain_runlei_kyb_checklink_eudr_supply_chain_traceabilitylink_traceability_lot_codelint_arc_xreserve_configlint_crypto_asset_whitepaperlint_mcp_server_conformancelint_mcp_tool_definitionlint_securities_settlement_messagelist_ainumbers_toolslookup_reg_z_thresholdsmap_irrbb_standardised_approachmap_nist_ai_rmf_functionsmap_pil_flavormap_tempo_settlementmobilize_margin_collateralmodel_agent_service_meteringmodel_arc_cpn_economicsmodel_arc_paymaster_economicsmodel_arc_stablefx_rfqmodel_buy_in_exposuremodel_cbam_certificate_costmodel_clearing_access_economicsmodel_perp_positionmodel_tempo_gas_economicsmodel_tempo_payment_economicsmodel_x402_settlementoptimize_settlement_capitalotlp_span_receiptotlp_validatepain001_validateplan_tls_pki_migrationprecheck_reserve_attestationpredict_settlement_failprove_metadata_sanitizationrecon_matchreconcile_emir_pairingreconcile_mpp_subscriptionreconcile_sii_ifrs17reconcile_x402_batch_settlementredline_diffredline_verifyresolve_cbam_default_valueresolve_provenance_ingredient_treeresolve_recall_traceroute_partner_stablecoin_jurisdictionroute_vida_oss_registrationrun_agent_economy_fitrun_agentic_readiness_diagnosticrun_ai_act_highrisk_fitrun_ai_governance_fitrun_arc_fit_diagnosticrun_carbon_compliance_fitrun_chainrun_chain_batchrun_digital_trade_fitrun_dora_readiness_diagnosticrun_emir_reporting_fitrun_eudr_readiness_fitrun_insurance_reporting_fitrun_irrbb_disclosure_fitrun_kernel_vmrun_mcp_deployability_diagnosticrun_mica_casp_fitrun_pqc_timeline_fitrun_sanctions_screening_fitrun_t1_readiness_diagnosticrun_tempo_fit_diagnosticrun_tokenized_settlement_fitrun_treasury_clearing_fitrun_vida_readiness_diagnosticscan_tool_poisoningscope_mica_token_and_servicescore_aml_typologies
Both have
None
Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (AINumbers Fintech Intelligence Suite as of 2026-10-15). More tools is not better in itself: compare what each needs for the job.
Settings each asks for
The marketplaces of AINumbers Fintech Intelligence Suite publish no settings it asks for, so we do not compare settings.
What it can do: Kagi Search · What it can do: AINumbers Fintech Intelligence Suite · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.