Robin Saige we check the tools AI agents call

Lovie Company Formation

co.lovie/company-formation

Form companies, manage bank accounts, cards, invoices and more — directly from your AI coding tools.

— the operator's own registry description reported

Publisher co.lovie · first seen 2026-08-12 · endpoint https://mcp.lovie.co/mcp/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
195
tools served

Dependency rating derived

allow — rich-solo — safe to depend on

Cluster rich-solo · distinctiveness 0.799 (unusual). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency70 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools195
vs populationhigh
capabilities4
harnessB
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_d9051966f82421adbdeba27b · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Tools last seen

account_get_account account_get_list_account_details account_get_list_accounts accounting_cancel_schedule accounting_close_period accounting_create_schedule accounting_delete_journal_entry accounting_get_balance_sheet accounting_get_chart_of_accounts accounting_get_general_ledger accounting_get_journal_entry_by_transaction accounting_get_list_journal_entries accounting_get_list_periods accounting_get_list_schedules accounting_get_period accounting_get_profit_and_loss accounting_get_schedule accounting_get_trial_balance accounting_list_accounting_audit_events accounting_preview_close accounting_preview_schedule accounting_propose_schedules accounting_reopen_period accounting_upsert_journal_entry ads_insight_summarize_campaign_window approval_session_get_approval_session_status cap_table_clear_cap_table_stakeholders cap_table_close_cap_table_round cap_table_create_cap_table_agreement cap_table_create_cap_table_round cap_table_create_cap_table_stakeholder cap_table_delete_cap_table_agreement cap_table_delete_cap_table_round cap_table_delete_cap_table_security cap_table_delete_cap_table_stakeholder cap_table_download_cap_table_safes cap_table_extract_wire_payment_proof cap_table_generate_cap_table_agreement_pdf cap_table_generate_cap_table_docs cap_table_generate_cap_table_summary_pdf cap_table_get_cap_table_agreement cap_table_get_cap_table_agreement_pdf_url cap_table_get_cap_table_equity_plans cap_table_get_cap_table_investor_access cap_table_get_cap_table_overview cap_table_get_cap_table_round cap_table_get_cap_table_round_summaries cap_table_get_cap_table_security cap_table_get_cap_table_stakeholder cap_table_get_cap_table_summary cap_table_get_list_cap_table_agreements cap_table_get_list_cap_table_rounds cap_table_get_list_cap_table_securities cap_table_get_list_cap_table_stakeholders cap_table_get_list_cap_table_wire_match_suggestions cap_table_get_my_investor_companies cap_table_get_safe_import_consent cap_table_get_transaction_summary cap_table_get_wired_transactions cap_table_grant_safe_import_consent cap_table_import_rsa cap_table_import_safe cap_table_list_cap_table_audit_events cap_table_list_cap_table_snapshots_for_round cap_table_list_cap_table_summary_snapshots cap_table_list_cumulative_cap_table_snapshots_for_stakeholder cap_table_match_cap_table_stakeholder cap_table_preview_close_cap_table_round cap_table_record_cap_table_investment cap_table_record_cap_table_refund cap_table_record_cap_table_wire cap_table_reopen_cap_table_round cap_table_set_cap_table_authorized_shares cap_table_set_cap_table_pipeline_status cap_table_simulate_cap_table_exit cap_table_update_cap_table_agreement cap_table_update_cap_table_agreement_status cap_table_update_cap_table_round cap_table_update_cap_table_security cap_table_update_cap_table_stakeholder cap_table_update_my_stakeholder_name captable_run_safe_reminders captable_send_safe_for_signature card_get_card card_get_card_details card_get_list_card_controls card_get_list_card_details card_get_list_card_limits card_get_list_cards check_company_name_availability client_get_client client_get_list_clients company_get_company company_get_list_companies company_get_list_company_members company_get_my_companies counterparty_get_counterparty counterparty_get_list_counterparties counterparty_get_list_global_counterparties datatable_get_datatable_fields datatable_get_list_datatables datatable_get_related_datatables document_template_list_templates document_template_resolve_template documents_create_document documents_get_document documents_list_documents documents_list_saved_signatures field_get_field field_get_field_option field_get_list_field_options field_get_list_fields field_suggest_field_options field_value_get_list_entity_field_values formation_acknowledge_warnings formation_add_shareholder formation_append_conversation_entry formation_approve_certificate formation_check_name formation_claim_demo_formations formation_confirm_payment formation_create_formation formation_describe_business formation_extract_cap_table formation_extract_cap_table_ocr formation_extract_rsa_terms_ocr formation_extract_safe_terms formation_generate_certificate formation_get_ein_filing_info formation_get_election83b_prefill formation_get_filing_fee formation_get_formation formation_get_formation_document_download_url formation_get_formation_info formation_get_formation_purchase_quote formation_get_formation_quote formation_get_formation_upload_url formation_get_list_formations formation_get_list_incorporation_documents formation_get_ocr_upload_url formation_get_payment_link formation_purchase_formation formation_purchase_registered_agent formation_record_election83b_filing formation_run_election83b_reminders formation_save_cap_table_import formation_send_formation_email formation_set_company_address formation_set_company_name formation_set_company_type formation_set_election83b formation_set_entity_ending formation_set_registered_agent formation_set_share_structure formation_set_signatory formation_set_state formation_start_formation formation_submit_ein_filing_info formation_sweep_formation_order_status formation_update_formation google_ads_metrics_get_google_ads_campaign_window google_ads_metrics_get_list_google_ads_campaign_metrics invoice_get_invoice invoice_get_invoice_pdf_url invoice_get_list_invoices invoice_settings_get_invoice_settings kyc_get_kyc_status meta_ads_metrics_get_meta_ads_campaign_window notification_get_list_notifications notification_get_notification payment_get_list_payments payment_get_payment saved_view_get_default_saved_view saved_view_get_list_saved_views saved_view_get_saved_view shopify_orders_get_shopify_payout_orders signature_create_envelope signature_get_consent_document signature_get_list_signature_envelopes signature_get_signature_envelope signature_signing_status tik_tok_ads_metrics_get_tik_tok_ads_campaign_window transaction_categorize_transaction transaction_document_get_list_transaction_documents transaction_get_list_transactions transaction_get_summary transaction_get_transaction transaction_suggest_transaction_category user_get_user vendor_bill_cancel_vendor_bill vendor_bill_create_vendor_bill vendor_bill_get_list_vendor_bills vendor_bill_get_vendor_bill vendor_bill_mark_vendor_bill_paid x_ads_metrics_get_x_ads_campaign_window

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band B — usable, with rough edges.

legibility checktools passingok
name is clear & specific195/195
has a description166/195166/195
description is substantive163/195163/195
parameters are typed195/195
parameters are described69/19569/195

195 of 195 tools graded · 195 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

Not in the Tier-2 trade lane, or not yet checked. Tier-2 re-derives a server's answers against published primary sources — see truth checks.

Protocol conformance observed

2025-06-18
protocol version
session model
1.0.0
server version lovie

Capabilities: logging prompts resources tools

Drift

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:52Zok_tools200702025-06-18
2026-08-12T05:33:08Zok_tools200482025-06-18

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verdict badge

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Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

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