io.github.CSOAI-ORG/job-description-ai-mcp
Job Description Ai MCP Server by MEOK AI Labs
MCP server · by CSOAI-ORG
About
io.github.CSOAI-ORG/job-description-ai-mcp is an MCP server published by CSOAI-ORG. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-14.
What it asks for
- Runs on your machine
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Package
PyPI job-description-ai-mcp (job-description-ai-mcp on PyPI)
- PyPI downloads/week: 50 (2026-10-13)
- PyPI downloads/month: 231 (2026-10-13)
- Latest version on PyPI: 1.0.11, published 2026-06-27
No known vulnerabilities in OSV for 1.0.11 (checked 2026-10-13)
PyPI facts come from pypi.org, PyPI downloads from pypistats.org. Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero. Vulnerability records come from OSV.dev (CC BY 4.0) and concern the declared version only; a listing that declares no version gets no answer. We do not scan code.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a local MCP server: PyPI package
Built from what Official MCP Registry declares.
claude mcp add --transport stdio job-description-ai-mcp -- uvx job-description-ai-mcp
[mcp_servers.job-description-ai-mcp]
command = "uvx"
args = ["job-description-ai-mcp"]
{
"mcpServers": {
"job-description-ai-mcp": {
"command": "uvx",
"args": [
"job-description-ai-mcp"
]
}
}
}
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 1.0.11 | Downloads/month (PyPI): 231 Downloads/week (PyPI): 50 Forks (GitHub): 0 Stars (GitHub): 0 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
Nothing has moved on this plugin since we started watching it.
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
nextrole io.github.hyperdrift-io/nextrole
A job-search companion: tailor your CV to a role, score fit, fix ATS issues. Also via MCP.
-
Run AI interviews, simulated personas and coaching sessions on JobMojito.
-
autopilot-jobhunt io.github.tarunlnmiit/autopilot-jobhunt
Agentic job hunt: scan careers pages, score against your resume, draft applications. Never applies.
-
jd-intel-mcp io.github.prPMDev/jd-intel-mcp
Your AI fetches and reads full job descriptions across nine ATS platforms, no copy-paste.
-
matchcv io.github.18boys/matchcv
ATS resume checking, job description analysis, and AI resume tailoring powered by MatchCV.
-
HR and recruiting: score a job description, or generate a structured role profile. No API key.
-
keywordise com.keywordise/keywordise
Auto-apply to jobs: matches your CV, tailors a fresh CV per posting, and applies for you.
-
CoverCraft AI by Ambuj Kumar Tripathi
Live Hugging Face model proofing, ATS resume scoring and career tools by Ambuj Kumar Tripathi
-
mcp com.qarera/mcp
Search jobs, manage resumes, and track applications on Qarera from your AI chat client.
-
llmconveyors io.github.ebenezer-isaac/llmconveyors
53 tools for LLM Conveyors: job hunting, B2B sales, ATS scoring, resume tools.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
AI job search command center for Claude Code. Evaluate job offers with fit scoring, generate tailored CVs and cover letters, scan 45+ company career portals automatically, track…
-
Practical AI-assisted skills, prompts, guides, and templates to give you an edge in your job search. Open source and free — designed to work with the AI subscription you already…
-
Analyze job postings and optimize your resume with an 11-step interactive workflow. The plugin conducts company research, structures job requirements, performs gap analysis…
-
A comprehensive career toolkit with 20 skills covering the full job search lifecycle, from resume writing and ATS optimization to interview preparation, salary negotiation, and…
-
Automate your job search end-to-end with Claude Code. JobPilot searches job boards, scores matches against your resume, auto-fills application forms via browser automation…
Has a listing on Claude Code: claude-plugins-official (5)
-
Output.ai workflow development toolkit for Claude Code. Adds 5 specialist agents (planner, builder, debugger, prompt writer, quality reviewer), 40+ slash-command skills covering…
-
Create new skills, improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to…
-
Comprehensive development workflow for building AI agents with the Atomic Agents framework. Includes specialized agents for schema design, architecture planning, code review, and…
-
Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered…
-
Interactive self-referential AI loops for iterative development, implementing the Ralph Wiggum technique. Claude works on the same task repeatedly, seeing its previous work, until…
Has a listing on Claude: knowledge-work-plugins (5)
-
Streamline people operations — recruiting, onboarding, performance reviews, compensation analysis, and policy guidance. Maintain compliance and keep your team running smoothly.
-
AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp
-
Pre-built small business workflows to help you run and grow your business. Supports a majority of the tools you already use. You approve every step that touches money or…
-
Speed up contract review, NDA triage, and compliance workflows for in-house legal teams. Draft legal briefs, organize precedent research, and manage institutional knowledge.
-
Streamline engineering workflows — standups, code review, architecture decisions, incident response, and technical documentation. Works with your existing tools or standalone.
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
-
Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…
-
An agentic skills framework & software development methodology that works: planning, TDD, debugging, and collaboration workflows.
-
The Product Design plugin is built for turning early ideas into prototypes teams can review. It starts design and build work by confirming the brief, then helps teams explore…
Has a listing on Community GitHub marketplaces (5)
-
Find jobs, then get a tailored résumé and cover letter for each one. Tracks your applications too.
-
Auto-Apply That Ends on an Interview. Search matched jobs, tailor your resume and cover letter per role, and apply on 34 hiring systems from Claude Code.
-
Hire from your AI chat: search 210k+ vetted startup candidates, review matches, request intros.
-
Search job postings aggregated from companies' careers sites, plus each job's discussion thread.
-
linkedctl io.github.alexey-pelykh/linkedctl
CLI and MCP server for the LinkedIn API
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai
-
Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.
-
Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.
-
Goal-driven task orchestration with independent verification. Interviews the user to define a clear goal, then loops between a Builder subagent (does the work) and an Inspector…
-
MCP server and 12 skills for product analysis, specification writing, strategy, narrative, and stakeholder alignment. Run competitive analyses, write zero-question specs, design…
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
Has a listing on Cursor: cursor/plugins (5)
-
Search talent, post jobs, and manage contracts.
-
Query recruiting analytics, shortlists, and sourcing agents.
-
Search candidates, jobs, and applications, and review scorecards in Greenhouse Recruiting.
-
Search candidates, prep interviews, and manage pipeline tasks.
-
Search candidates, move pipelines, and manage HR records.
Has a listing on Docker MCP Catalog (5)
-
This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles and companies, get your recommended jobs, and perform job searches. Set…
-
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
-
Discover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.
-
A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.
-
Production-ready RAG service to search and retrieve data from your documents.
Has a listing on Official MCP Registry (5)
-
nextrole io.github.hyperdrift-io/nextrole
A job-search companion: tailor your CV to a role, score fit, fix ATS issues. Also via MCP.
-
Run AI interviews, simulated personas and coaching sessions on JobMojito.
-
autopilot-jobhunt io.github.tarunlnmiit/autopilot-jobhunt
Agentic job hunt: scan careers pages, score against your resume, draft applications. Never applies.
-
jd-intel-mcp io.github.prPMDev/jd-intel-mcp
Your AI fetches and reads full job descriptions across nine ATS platforms, no copy-paste.
-
matchcv io.github.18boys/matchcv
ATS resume checking, job description analysis, and AI resume tailoring powered by MatchCV.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Is this your plugin?
Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.