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Glama

Server Details

LinkedIn outreach, commenting, scheduling, and data via Claude and human approval gates.

Ownership verified
Status
Unhealthy
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 42 tool updates
    • First observedapprove_comment_draft
    • First observedapprove_content_draft
    • First observedapprove_draft
    • First observedbackfill_chats
    • First observedcancel_scheduled
    • First observedconnect_linkedin_checkpoint_mcp
    • First observedconnect_linkedin_credentials
    • First observedconnect_linkedin_li_at
    • First observedconnect_linkedin_url
    • First observedcreate_sequence
    • First observeddelete_account
    • First observeddisconnect_linkedin
    • First observeddiscover_prospects
    • First observededit_comment_draft
    • First observedenroll_prospect
    • First observedget_draft_detail
    • First observedget_linkedin_profile
    • First observedget_user_profile
    • First observedlist_chats
    • First observedlist_comment_drafts
    • First observedlist_content_drafts
    • First observedlist_drafts
    • First observedlist_replies
    • First observedlist_scheduled
    • First observedlist_tools
    • First observedreschedule_send
    • First observedrewrite_comment_draft
    • First observedrewrite_content_draft
    • First observedrewrite_draft
    • First observedrun_commenting_pipeline
    • First observedrun_company_commenting_pipeline
    • First observedrun_content_pipeline
    • First observedrun_outreach_pipeline
    • First observedschedule_chat_reply
    • First observedschedule_dm_to_person
    • First observedschedule_manual_dm
    • First observedsearch_chats
    • First observedsearch_prospects
    • First observedskip_comment_draft
    • First observedskip_content_draft
    • First observedskip_draft
    • First observedupdate_settings

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TDQS

C2.2/5.0
Disambiguation2/5

Many tools have overlapping purposes, especially the draft management tools (e.g., approve_draft vs approve_comment_draft, list_drafts vs list_comment_drafts) which create ambiguity. The four LinkedIn connection methods are all distinct but could be confusing. Overall, an agent would struggle to consistently pick the right tool.

Naming Consistency4/5

The naming convention is largely consistent snake_case with verb_noun pattern (e.g., approve_comment_draft, get_linkedin_profile). Minor deviations like cancel_scheduled (verb_adjective) and schedule_manual_dm (longer noun phrase) but no style mixing. Very readable.

Tool Count3/5

42 tools is on the high side for a LinkedIn automation server. While the scope is broad, many tools are redundantly split by draft type (comment, content, general). The count feels heavy but not extreme; a more consolidated design would improve coherence.

Completeness3/5

Core workflows (connection, prospect discovery, outreach, commenting, scheduling, account management) are covered, but there are notable gaps: no ability to manually create a draft, no permanent delete for drafts, no immediate send message (only scheduled), and no sequence management beyond creation. The surface is workable but incomplete.

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