Resume Parser Ai Mcp
Let your hiring or ATS side project parse resumes inside the agent instead of maintaining a separate parser microservice.
Overview
Resume Parser AI MCP is a MCP server for the Build phase that exposes resume parsing tools to your agent over stdio.
What is this MCP server?
- Resume-parser-ai-mcp MCP server by MEOK AI Labs
- PyPI distribution resume-parser-ai-mcp v1.0.4 with stdio MCP
- GitHub source at github.com/CSOAI-ORG/resume-parser-ai-mcp
- Fits recruiting assistants, job boards, and founder-led hiring workflows
- Package version 1.0.4
- Transport: stdio; PyPI identifier resume-parser-ai-mcp
- Repository: github.com/CSOAI-ORG/resume-parser-ai-mcp
What problem does it solve?
Builders stitching hiring products reimplement resume extraction in every repo instead of one MCP tool the agent can call.
Who is it for?
Solo builders shipping recruiting SaaS, job-matching agents, or internal hire assistants with MCP already enabled.
Skip if: Enterprises needing vendor SOC2 packs, guaranteed OCR SLAs, or workflows with no agent layer.
What do I get? / Deliverables
After install, your agent can parse resumes through MEOK AI Labs MCP tools while you build screening and ATS features.
- MCP-registered resume parsing tool surface
- Structured parse outputs your app can map to jobs or CRM fields
- Less custom PDF parser code in your Build phase
Recommended MCP Servers
Journey fit
Resume parsing is agent tooling added while you build recruiting products, APIs, or internal HR automations. Agent-tooling is the shelf for MCP servers that expose document understanding as callable tools during implementation.
How it compares
Document parsing MCP integration, not a full ATS or interview coaching skill.
Common Questions / FAQ
Who is resume-parser-ai-mcp for?
Indie developers building hiring tech who want Claude Code or Cursor to parse resumes via MEOK AI Labs MCP tools.
When should I use resume-parser-ai-mcp?
Use it while building agent-tooling or ATS integrations, not for one-off personal resume edits unless you accept running a local MCP server.
How do I add resume-parser-ai-mcp to my agent?
Install resume-parser-ai-mcp from PyPI, configure it as a stdio MCP server in your agent settings, and supply any API keys the MEOK AI Labs backend requires.