gtm-api: LinkedIn MCP Server
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Alternatives to gtm-api: LinkedIn MCP Server
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- AlicenseNot gradedqualityBmaintenanceAn MCP server that enables agent-driven LinkedIn outreach across multiple accounts, with a safety gate for human approval and LLM-powered personalization.1Apache 2.0
- AlicenseNot gradedqualityDmaintenanceMCP server that lets AI agents operate a real LinkedIn account in plain English with safety controls and approval queues.15 npm1MIT

LinkMCPofficial
AlicenseNot gradedqualityAmaintenanceHosted LinkedIn MCP server that connects your own LinkedIn account to any MCP client, providing 33 tools for research, search including Sales Navigator, profiles, inbox, posts, connections, and email or mobile finding. Enables AI-driven prospecting, outreach, engagement, and recruiting workflows with built-in rate limits and account safety.3MIT- AlicenseNot gradedqualityDmaintenanceMCP server for LinkedIn automation that enables AI agents to perform LinkedIn actions (search, inbox, feed, jobs, etc.) safely with human-like evasion and two-phase commit preview.3 npm3MIT
- AlicenseAqualityNot gradedmaintenanceAn MCP server that lets AI assistants read LinkedIn data through the user's logged-in browser session, providing tools for profiles, companies, job searches, messaging, and feeds.19Apache 2.0
- AlicenseAqualityCmaintenanceMCP server for LinkedIn that enables AI agents to post, comment, like, and manage content on LinkedIn.106 npm1MIT
TDQS
Scored across 3 tools
The three tools form an explicit, non-overlapping discovery→inspection→invocation pipeline, and each description states its position in that sequence. There is no realistic way to confuse listing toolsets, listing tools in a toolset, and invoking a tool.
All names are snake_case verb_noun pairs (list_toolsets, get_toolset_tools, call_tool), which is predictable and readable. The only minor wrinkle is that the object noun shifts between 'toolsets' and 'tool', though the intent is obvious from context.
Three tools is at the low end, but for a dynamic gateway that proxies an unbounded catalog, a small fixed surface is exactly right and each tool earns its place. Nothing is redundant or missing at the plumbing layer.
Discovery, schema retrieval (lite vs verbose), and execution including the preview→confirm commit_token flow and team_sid override are all covered. Minor gaps: no cross-toolset keyword search and no dedicated authorization/introspection tool, so an agent must walk toolsets sequentially to find a capability.