--- title: "linkedin-mcp-server vs JustHireMe" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/stickerdaniel-linkedin-mcp-server-vs-vasu-devs-justhireme" tools: ["stickerdaniel-linkedin-mcp-server", "vasu-devs-justhireme"] --- # linkedin-mcp-server vs JustHireMe *GraphCanon updated Aug 26, 2026* ## Verdict Pick linkedin-mcp-server if linkedin-mcp-server is an open-source MCP server for LinkedIn that supports integration with various AI agents like Claude, offering access to profiles, companies, jobs, and messages; pick JustHireMe if local-first AI for job seeking with scraping, ranking fit, and personalized application materials. [linkedin-mcp-server](https://github.com/stickerdaniel/linkedin-mcp-server) reports 3.2k GitHub stars, 559 forks, and 150 open issues, last pushed Aug 25, 2026. [JustHireMe](https://www.JustHireMe.ai) has 2.2k stars, 362 forks, and 38 open issues, last pushed Aug 12, 2026. Figures are from public GitHub metadata via [linkedin-mcp-server's repository](https://github.com/stickerdaniel/linkedin-mcp-server) and [JustHireMe's repository](https://github.com/vasu-devs/JustHireMe). | | [linkedin-mcp-server](/tools/stickerdaniel-linkedin-mcp-server.md) | [JustHireMe](/tools/vasu-devs-justhireme.md) | | --- | --- | --- | | Tagline | Open-source MCP server for LinkedIn enabling access to profiles, companies, jobs, and messages. | Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials. | | Stars | 3,222 | 2,233 | | Forks | 559 | 362 | | Open issues | 150 | 38 | | Language | Python | Python | | Adopt for | linkedin-mcp-server is an open-source MCP server for LinkedIn that supports integration with various AI agents like Claude, offering access to profiles, companies, jobs, and messages. | Local-first AI for job seeking with scraping, ranking fit, and personalized application materials. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | AGPL-3.0 | | Categories | AI Agents, Data & Retrieval | AI Agents, Data & Retrieval, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [linkedin-mcp-server](/tools/stickerdaniel-linkedin-mcp-server.md) | [JustHireMe](/tools/vasu-devs-justhireme.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 0d | 9d | | Open issues (now) | 150 | 38 | | Stars delta | +315 (30d) | +63 (30d) | | Open issues delta | +65 (30d) | +5 (30d) | | Full report | [trust report](/tools/stickerdaniel-linkedin-mcp-server/trust.md) | [trust report](/tools/vasu-devs-justhireme/trust.md) | ## Decision facts: linkedin-mcp-server - **Adopt for:** linkedin-mcp-server is an open-source MCP server for LinkedIn that supports integration with various AI agents like Claude, offering access to profiles, companies, jobs, and messages. ## Decision facts: JustHireMe - **Adopt for:** Local-first AI for job seeking with scraping, ranking fit, and personalized application materials. ## Choose when ### Choose linkedin-mcp-server if… - License: linkedin-mcp-server is Apache-2.0, JustHireMe is AGPL-3.0. - Tags unique to linkedin-mcp-server: claude-ai, linkedin-api, mcp-server. - linkedin-mcp-server ships Docker support for self-hosted deployment. - To integrate MCP-compatible AI agents like Claude specifically with LinkedIn data for tasks such as job analysis or network augmentation ### Choose JustHireMe if… - License: JustHireMe is AGPL-3.0, linkedin-mcp-server is Apache-2.0. - Tags unique to JustHireMe: agents, ai, hireme, hiring. - Also covers Vector Databases. - Need localized job listings not found on major platforms ## When NOT to use linkedin-mcp-server - If your project requires a proprietary solution that does not need open-source contributions - For platforms or projects where support for the Model Context Protocol (MCP) is unnecessary or incompatible with existing workflows ## When NOT to use JustHireMe - Seeking cloud-based solutions without local deployment capabilities - Focus on industries with very specific or confidential application processes ## Common questions ### What is the difference between linkedin-mcp-server and JustHireMe? linkedin-mcp-server: Open-source MCP server for LinkedIn enabling access to profiles, companies, jobs, and messages.. JustHireMe: Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.. See the comparison table for live GitHub stats and shared categories. ### When should I choose linkedin-mcp-server over JustHireMe? Choose linkedin-mcp-server over JustHireMe when License: linkedin-mcp-server is Apache-2.0, JustHireMe is AGPL-3.0; Tags unique to linkedin-mcp-server: claude-ai, linkedin-api, mcp-server; linkedin-mcp-server ships Docker support for self-hosted deployment; To integrate MCP-compatible AI agents like Claude specifically with LinkedIn data for tasks such as job analysis or network augmentation. ### When should I choose JustHireMe over linkedin-mcp-server? Choose JustHireMe over linkedin-mcp-server when License: JustHireMe is AGPL-3.0, linkedin-mcp-server is Apache-2.0; Tags unique to JustHireMe: agents, ai, hireme, hiring; Also covers Vector Databases; Need localized job listings not found on major platforms. ### When should I avoid linkedin-mcp-server? If your project requires a proprietary solution that does not need open-source contributions For platforms or projects where support for the Model Context Protocol (MCP) is unnecessary or incompatible with existing workflows ### When should I avoid JustHireMe? Seeking cloud-based solutions without local deployment capabilities Focus on industries with very specific or confidential application processes ### Is linkedin-mcp-server or JustHireMe more popular on GitHub? linkedin-mcp-server has more GitHub stars (3,222 vs 2,233). Stars measure visibility, not whether either tool fits your constraints. ### Are linkedin-mcp-server and JustHireMe open source? Yes - both are open-source projects on GitHub (linkedin-mcp-server: Apache-2.0, JustHireMe: AGPL-3.0). ### Where can I find alternatives to linkedin-mcp-server or JustHireMe? GraphCanon lists graph-backed alternatives at [linkedin-mcp-server alternatives](/tools/stickerdaniel-linkedin-mcp-server/alternatives) and [JustHireMe alternatives](/tools/vasu-devs-justhireme/alternatives) ([linkedin-mcp-server markdown twin](/tools/stickerdaniel-linkedin-mcp-server/alternatives.md), [JustHireMe markdown twin](/tools/vasu-devs-justhireme/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/stickerdaniel-linkedin-mcp-server-vs-vasu-devs-justhireme.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, linkedin-mcp-server or JustHireMe? linkedin-mcp-server: Very active. JustHireMe: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for linkedin-mcp-server and JustHireMe? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [linkedin-mcp-server trust report](/tools/stickerdaniel-linkedin-mcp-server/trust); [JustHireMe trust report](/tools/vasu-devs-justhireme/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=stickerdaniel-linkedin-mcp-server`](/api/graphcanon/graph?tool=stickerdaniel-linkedin-mcp-server) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_