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Vendo AI

by com.vendo-ai
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Autonomous AI sales: agents, signal-based prospecting, outreach, CRM — 149 tools.

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Status
Unhealthy
Uptime
1.1% over 42 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

C2.9/5.0

Scored across 149 tools

Disambiguation3/5

Many tools have near-duplicate purposes: get_balance vs get_balance_full, list_agents vs list_agents_with_stats, crm_list_linkedin_accounts vs list_linkedin_accounts, and six overlapping credit-usage tools (get_credit_usage_by_agent, _by_type, _for_agent, _for_agent_connections, _monthly, get_credit_transactions). Detailed descriptions help, but the crowd of similar analytics/audience/SDR tools makes misselection likely for an agent skimming names.

Naming Consistency3/5

Everything uses snake_case verb_noun, which is good, but prefixing is inconsistent: crm_* and sdr_* namespaces coexist with unprefixed tools (list_agents, create_agent, get_balance), and preview_ / connect_ / disconnect_ verbs are applied unevenly. It remains readable but not fully predictable.

Tool Count1/5

149 tools is a massive, extreme overload for what is essentially one sales-automation domain, far beyond any reasonable scoping. The large preview_*/actual-tool pairs and multiple near-duplicate analytics tools inflate the surface well past usefulness.

Completeness4/5

Coverage of the domain (agents, campaigns, audiences, CRM leads/stages, SDR, credits, billing, channels) is broad with create/read/update/delete plus preview guards for destructive actions. Minor gaps exist but core lifecycle operations are well represented.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changedcrm_reply_to_lead2 fields changed
      • removedInput schema / properties / channel
        Removed value: -{
-  "enum": [
-    "email",
-    "linkedin"
-  ],
-  "type": "string"
-}
      • removedInput schema / properties / subject
        Removed value: -{
-  "type": "string"
-}
  2. 1 tool update
    • Changedcrm_reply_to_lead2 fields changed
      • addedInput schema / properties / channel
        Added value: +{
+  "enum": [
+    "email",
+    "linkedin"
+  ],
+  "type": "string"
+}
      • addedInput schema / properties / subject
        Added value: +{
+  "type": "string"
+}
  3. 149 tool updates
    • First observedarchive_campaign
    • First observedbuy_audience_set
    • First observedconnect_google_meet
    • First observedconnect_linkedin_account
    • First observedconnect_telegram_bot
    • First observedcreate_agent
    • First observedcreate_campaign
    • First observedcrm_add_comment
    • First observedcrm_communication_cards
    • First observedcrm_communication_history
    • First observedcrm_communication_thread
    • First observedcrm_create_calendar_event
    • First observedcrm_create_lead
    • First observedcrm_create_stage
    • First observedcrm_delete_calendar_event
    • First observedcrm_enrich_from_linkedin
    • First observedcrm_get_conversation
    • First observedcrm_get_lead
    • First observedcrm_get_settings
    • First observedcrm_list_calendar_events
    • First observedcrm_list_leads
    • First observedcrm_list_linkedin_accounts
    • First observedcrm_list_notifications
    • First observedcrm_list_stages
    • First observedcrm_list_workspace_agents
    • First observedcrm_list_workspace_members
    • First observedcrm_mark_all_notifications_read
    • First observedcrm_mark_notification_read
    • First observedcrm_move_lead
    • First observedcrm_reply_to_lead
    • First observedcrm_stats
    • First observedcrm_update_calendar_event
    • First observedcrm_update_lead
    • First observedcrm_update_settings
    • First observedcrm_update_stage
    • First observeddeep_scan_agent
    • First observeddelete_agent
    • First observeddelete_campaign
    • First observeddelete_crm_lead
    • First observeddelete_crm_stage
    • First observeddisconnect_google_meet
    • First observeddisconnect_linkedin_account
    • First observeddisconnect_telegram_bot
    • First observedduplicate_agent
    • First observedgenerate_agent_description
    • First observedgenerate_agent_script
    • First observedget_agent
    • First observedget_agent_plan_limits
    • First observedget_audience
    • First observedget_audience_set
    • First observedget_audience_set_contacts
    • First observedget_balance
    • First observedget_balance_full
    • First observedget_campaign
    • First observedget_credit_transactions
    • First observedget_credit_usage_by_agent
    • First observedget_credit_usage_by_type
    • First observedget_credit_usage_for_agent
    • First observedget_credit_usage_for_agent_connections
    • First observedget_credit_usage_monthly
    • First observedget_invoices
    • First observedget_narrator_analytics
    • First observedget_pricing
    • First observedget_sdr_email_capacity
    • First observedget_subscription
    • First observedget_subscription_limits
    • First observedget_telegram_analytics
    • First observedget_telegram_bot_info
    • First observedget_widget_embed_code
    • First observedlaunch_audience_set
    • First observedlaunch_campaign
    • First observedlist_agent_connections
    • First observedlist_agent_presentations
    • First observedlist_agents
    • First observedlist_agents_with_stats
    • First observedlist_audience_sets
    • First observedlist_audiences
    • First observedlist_campaigns
    • First observedlist_google_meet_meetings
    • First observedlist_linkedin_accounts
    • First observedlist_narrator_leads
    • First observedlist_retell_voices
    • First observedpause_campaign
    • First observedpause_channel
    • First observedpreview_agent_email
    • First observedpreview_buy_audience_set
    • First observedpreview_deep_scan
    • First observedpreview_delete_agent
    • First observedpreview_delete_campaign
    • First observedpreview_delete_crm_lead
    • First observedpreview_delete_crm_stage
    • First observedpreview_disconnect_linkedin_account
    • First observedpreview_launch_audience_set
    • First observedpreview_launch_campaign
    • First observedpreview_linkedin_followup
    • First observedpreview_linkedin_invite
    • First observedpreview_reconnect_linkedin_account
    • First observedreassign_crm_lead
    • First observedreconnect_linkedin_account
    • First observedresume_channel
    • First observedsave_audience
    • First observedsave_scan_data
    • First observedscan_website_quick
    • First observedsdr_activate_search
    • First observedsdr_activity_feed
    • First observedsdr_company_heat
    • First observedsdr_create_search
    • First observedsdr_delete_outreach
    • First observedsdr_delete_search
    • First observedsdr_export_people_csv
    • First observedsdr_export_personas_to_audience
    • First observedsdr_generate_agent_signal_profile
    • First observedsdr_get_agent_signal_profile
    • First observedsdr_get_outreach
    • First observedsdr_get_outreach_content
    • First observedsdr_get_person_detail
    • First observedsdr_get_search
    • First observedsdr_health
    • First observedsdr_launch_outreach
    • First observedsdr_learning_insights
    • First observedsdr_list_personas
    • First observedsdr_list_searches
    • First observedsdr_outreach_summary
    • First observedsdr_pause_outreach
    • First observedsdr_pause_search
    • First observedsdr_persona_stats
    • First observedsdr_preview_delete_outreach
    • First observedsdr_preview_delete_search
    • First observedsdr_preview_launch_outreach
    • First observedsdr_preview_outreach_content
    • First observedsdr_preview_run_now
    • First observedsdr_preview_search
    • First observedsdr_recent_signals
    • First observedsdr_regenerate_search
    • First observedsdr_resume_outreach
    • First observedsdr_resume_search
    • First observedsdr_run_now
    • First observedsdr_run_states
    • First observedsdr_signal_stats
    • First observedsdr_update_outreach_content
    • First observedsdr_update_search
    • First observedsearch_audience
    • First observedset_agent_avatar_from_url
    • First observedset_agent_company
    • First observedset_agent_contact_channels
    • First observedset_agent_status
    • First observedset_agent_voice
    • First observedupdate_agent
    • First observedupdate_campaign

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