Robin Saige we check the tools AI agents call

neuron

io.github.conquext/neuron

AI-powered WhatsApp chatbot platform with 196 tools for bots, campaigns, and contacts.

— the operator's own registry description reported

Publisher io.github.conquext · first seen 2026-08-12 · endpoint https://mcp.neuron.ng/mcp

allow
verdict
rich-slow-solo
cluster
ok_tools
answers
273
tools served

Dependency rating derived

allow — rich-slow-solo — safe to depend on

Cluster rich-slow-solo · distinctiveness 0.617 (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
latency759 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
tools273
vs populationhigh
capabilities1
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_163ab733b7d0e5c69d1d11b6 · 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

neuron_add_bot_channel neuron_add_to_contact_list neuron_add_tool_secret neuron_apply_persona_to_bot neuron_approve_reflection neuron_assign_bot_to_channel neuron_assign_bot_to_social_channel neuron_attach_knowledge_base neuron_audio_contact neuron_block_contact neuron_bot_api_chat neuron_bot_api_get_bot neuron_bot_api_get_messages neuron_bot_api_list_conversations neuron_bot_api_send neuron_browse_list_pool neuron_browse_pool neuron_build_persona neuron_bulk_toggle_builtin_tools neuron_campaign_marketplace neuron_campaign_participants neuron_cancel_approval neuron_cancel_scheduled_message neuron_cancel_subscription neuron_checkout neuron_close_conversation neuron_compose_message neuron_convert_lead neuron_create_ad_request neuron_create_api_key neuron_create_blog_post neuron_create_bot neuron_create_broadcast neuron_create_campaign neuron_create_channel neuron_create_contact neuron_create_contact_list neuron_create_kb_entry neuron_create_knowledge_base neuron_create_lead_source neuron_create_newsletter neuron_create_outbound_webhook neuron_create_social_channel neuron_create_task neuron_create_tool neuron_create_webhook neuron_delete_ad_request neuron_delete_blog_post neuron_delete_bot neuron_delete_broadcast neuron_delete_campaign neuron_delete_channel neuron_delete_contact neuron_delete_contact_list neuron_delete_kb_entry neuron_delete_knowledge_base neuron_delete_message neuron_delete_newsletter neuron_delete_outbound_webhook neuron_delete_persona neuron_delete_social_channel neuron_delete_task neuron_delete_tool neuron_delete_webhook neuron_detach_knowledge_base neuron_draft_task neuron_edit_message neuron_export_contacts neuron_extract_leads neuron_find_contact_lists_for_contact neuron_forward_message neuron_fund_ad_request neuron_fund_campaign neuron_fund_wallet neuron_generate_from_persona neuron_get_ad_request neuron_get_ad_request_analytics neuron_get_approval neuron_get_bank_account neuron_get_billing neuron_get_blocklist neuron_get_blog_post neuron_get_bot neuron_get_bot_analytics neuron_get_broadcast neuron_get_broadcast_recipients neuron_get_business_profile neuron_get_campaign neuron_get_channel neuron_get_channel_events neuron_get_channel_qr neuron_get_channel_status neuron_get_contact neuron_get_contact_list neuron_get_contact_list_members neuron_get_conversation neuron_get_eligible_contacts neuron_get_group_invite_link neuron_get_group_participants neuron_get_knowledge_base neuron_get_messages neuron_get_newsletter neuron_get_organization neuron_get_outbound_webhook_logs neuron_get_persona neuron_get_pool_item neuron_get_privacy_settings neuron_get_profile neuron_get_scheduled_message neuron_get_social_channel neuron_get_social_channel_status neuron_get_task_runs neuron_get_webhook_logs neuron_handle_join_requests neuron_import_contacts neuron_ingest_knowledge neuron_install_from_pool neuron_invite_member neuron_join_campaign neuron_lead_stats neuron_leave_group neuron_list_ad_requests neuron_list_api_keys neuron_list_approvals neuron_list_audit_logs neuron_list_blog_posts neuron_list_bot_channels neuron_list_bot_knowledge_bases neuron_list_bots neuron_list_broadcasts neuron_list_builtin_tools neuron_list_campaigns neuron_list_channel_groups neuron_list_channels neuron_list_contact_lists neuron_list_contacts neuron_list_conversations neuron_list_installed neuron_list_invitations neuron_list_kb_bots neuron_list_kb_entries neuron_list_knowledge_bases neuron_list_lead_sources neuron_list_leads neuron_list_members neuron_list_newsletters neuron_list_organizations neuron_list_outbound_webhooks neuron_list_payouts neuron_list_personas neuron_list_published neuron_list_reflections neuron_list_scheduled_messages neuron_list_social_channels neuron_list_tasks neuron_list_tools neuron_list_webhooks neuron_list_whatsapp_contacts neuron_login neuron_logout neuron_mark_as_read neuron_merge_contact_lists neuron_my_participations neuron_pause_ad_request neuron_pause_bot neuron_pause_campaign neuron_populate_contacts neuron_post_to_newsletter neuron_publish_blog_post neuron_publish_to_pool neuron_pull_pool_update neuron_refresh_contact_list neuron_refresh_newsletter neuron_refresh_token neuron_register neuron_reject_reflection neuron_release_conversation neuron_remove_bot_channel neuron_remove_from_contact_list neuron_remove_member neuron_remove_profile_picture neuron_remove_tool_secret neuron_request_approval neuron_request_pair_code neuron_request_payout neuron_respond_approval neuron_resume_ad_request neuron_resume_bot neuron_resume_campaign neuron_revoke_api_key neuron_revoke_group_invite neuron_revoke_invitation neuron_rewrite_text neuron_run_lead_source neuron_run_task neuron_save_bank_account neuron_search_contacts neuron_search_knowledge neuron_semantic_search_contacts neuron_send_broadcast neuron_send_campaign_message neuron_send_contact_card neuron_send_location neuron_send_message neuron_send_poll neuron_send_reaction neuron_send_sticker neuron_send_whatsapp neuron_set_default_channel neuron_set_group_join_approval neuron_set_presence neuron_start_channel_session neuron_start_social_channel_session neuron_stop_ad_request neuron_stop_campaign neuron_stop_channel_session neuron_stop_social_channel_session neuron_submit_ad_request neuron_submit_campaign neuron_submit_to_list_pool neuron_switch_instance neuron_switch_org neuron_sync_knowledge neuron_sync_newsletters neuron_sync_reflections neuron_sync_whatsapp_contacts neuron_takeover_conversation neuron_test_tool neuron_toggle_builtin_tool neuron_toggle_featured neuron_toggle_task neuron_unassign_bot_from_channel neuron_unassign_bot_from_social_channel neuron_unblock_contact neuron_unpublish_from_pool neuron_update_ad_request neuron_update_blog_post neuron_update_bot neuron_update_broadcast neuron_update_campaign neuron_update_channel neuron_update_contact neuron_update_contact_list neuron_update_group_description neuron_update_group_members neuron_update_group_settings neuron_update_group_subject neuron_update_kb_entry neuron_update_knowledge_base neuron_update_member neuron_update_newsletter neuron_update_organization neuron_update_outbound_webhook neuron_update_persona neuron_update_pool_item neuron_update_privacy_setting neuron_update_profile_name neuron_update_profile_picture neuron_update_profile_status neuron_update_scheduled_message neuron_update_social_channel neuron_update_task neuron_update_tool neuron_update_webhook neuron_update_whatsapp_credentials neuron_upload_document neuron_upload_media neuron_validate_social_channel neuron_verify_bank_account neuron_verify_wallet_funding neuron_wallet_balance neuron_wallet_transactions neuron_whoami

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 A — an agent can pick and call these reliably.

legibility checktools passingok
name is clear & specific273/273
has a description273/273
description is substantive271/273271/273
parameters are typed273/273
parameters are described267/273267/273

273 of 273 tools graded · 273 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 neuron-mcp-server

Capabilities: 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
2026-08-14T19:59:27Zok_tools2007592025-06-18
2026-08-12T05:34:39Zok_tools2007142025-06-18

Watch or embed this verdict

verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/io.github.conquext/neuron.svg)](https://robinsaige.com/s/io.github.conquext/neuron)

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.

← overview