Reach MCP — LinkedIn for AI agents
https://app.reachmcp.com/mcp ↗
Description
LinkedIn for AI agents: inbox, invitations, Sales Navigator search, posts. Quotas and webhooks.
What our measurements say
Reach MCP — LinkedIn for AI agents is a remote MCP server published at app.reachmcp.com. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 778 ms, a delay an agent will notice. It exposes a broad tool surface of 52 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names clearly indicate purpose (e.g., 'delete_account', 'create_webhook_endpoint')
- Detailed descriptions explain usage context and prerequisites
- Consistent use of 'account_id' parameter across account-related tools
Weaknesses
- Some descriptions lack explicit use-case scenarios (e.g., 'salesnav_typeahead')
- Optional parameters not always clearly differentiated from required ones
- Overlapping functionality between messaging tools (send_message, comment_post, reply_comment)
salesnav_build_search_url— Excessive optional parameters may overwhelm agents with choicereact_message— Parameter order in description may confuse required vs optional fieldssalesnav_resolve_industry— Tool name length may reduce scannability in tool selection
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 55ms → warm 62ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
reach_playbooksSTART HERE. Return the catalogue of ready-made LinkedIn playbooks — what this server can actually accomplish, as named workflows rather than raw endpoints. Each entry carries its tool sequence, its prerequisites, and the full instructions to run it. Call this first when the user asks what you can do with their LinkedIn account, or when a request is vague. Pass playbook_id to get one playbook's instructions and then follow them.
playbook_idstringinclude_instructionsboolean
list_accountsReturn LinkedIn accounts accessible with the provided API key. If the key is restricted, only allowed account IDs are returned.
delete_accountDelete a LinkedIn account by account_id. Also clears invitation references before deletion.
account_idintegerrequiredidempotency_keystring
get_account_quotasGet the quotas configuration and usage counters for a LinkedIn account.
account_idintegerrequired
update_account_quotasUpdate one or more quota configuration fields for a LinkedIn account. Only provided fields are updated.
account_idintegerrequireddaily_invitations_confintegerdaily_messages_confintegerdaily_visits_confintegerdaily_imports_standard_confintegerdaily_imports_salesnav_confintegerdaily_imports_recruiter_confintegerdaily_posts_confintegerdaily_comments_confintegerdaily_reactions_confintegeridempotency_keystring
get_account_request_logsGet request logs for a LinkedIn account with optional filtering by request_type and pagination using limit/offset.
account_idintegerrequiredrequest_typestringlimitintegeroffsetinteger
get_account_request_logs_statsGet aggregated request-log statistics for a LinkedIn account, grouped by day, week, or month, with optional action and date-range filters.
account_idintegerrequiredgroup_bystringrequest_typestringstart_datestringend_datestring
get_meCall LinkedIn Voyager /me for an account through the stored proxy/cookies and return the normalized profile (same fields as Kanbox uses from /me).
account_idintegerrequired
list_connectionsList LinkedIn 1st-degree connections for an account (Voyager dash connections), paged with start/count — same payload as GET /api/linkedin/{account_id}/connections.
account_idintegerrequiredstartintegercountinteger
list_conversationsList LinkedIn messenger conversations (Voyager Messaging GraphQL), with optional archived, unread, starred filters and next_cursor paging — same as GET /api/linkedin/{account_id}/conversations. Each item returns conversation_id (the thread id — use this as conversation_linkedin_id when fetching messages or replying) and recipient_linkedin_id (the peer's fsd_profile id — use this as recipient_linkedin_id when sending a new message).
account_idintegerrequiredarchivedbooleanunreadbooleanstarredbooleancountintegernext_cursorstring
list_conversation_messagesList messages in a LinkedIn conversation via Voyager ``/messaging/conversations/{id}/events`` (Kanbox ``get_conversation_messages``), with optional created_before paging — same as GET /api/linkedin/{account_id}/conversations/{conversation_linkedin_id}/messages.
account_idintegerrequiredconversation_linkedin_idstringrequiredcreated_beforestring
list_scheduled_postsList scheduled LinkedIn posts for an account, paged. Returns post URNs, text content, and scheduled publish times.
account_idintegerrequiredstartintegercountinteger
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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