Jobshout AI Agent Framework
Specialist agents that do the job — and stop for your approval.
Open-source agent orchestration from TenthMatrix. Describe a job in plain English; the agent plans it, signs into your real tools, streams every step, and pauses before anything is sent, spent or deleted. Self-host it, or run it as a managed service.
Agents that finish work, not chats that describe it
Most AI tools give you text back. Jobshout gives you a completed job: a reply drafted in your mailbox, a pull request reviewed, a security report with reproduction steps, an SEO score with fix prompts, a researched brief with citations you can open. The agent does the work; you decide what ships.
Watch the overview
SEO Analyst AI Agent — analyse any website & fix SEO issues
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Watch on YouTube: SEO Analyst AI Agent — analyse any website & fix SEO issues
Jobshout SEO Analyst AI Agent in Task Manager
What Jobshout is
A place to delegate
Brief an agent the way you would a colleague — one sentence is usually enough.
A team of specialists
Built-in agents each with their own tools, prompt and rules — Mail, Career, Research, Articles, Security, PR review, Images, SEO Analyst and more.
Real tool use
Agents sign into Gmail, GitHub, job boards and live sites, then click through them like a person would.
Supervised by design
Mark which tools need a human decision. Those calls pause the run until you approve or reject.
One job, start to finish, in five moves
Describe the job
Type it in chat, or fill the short form the agent publishes. "Chase the two overdue invoices." "Review pull request 184." "Analyse this site for SEO."
The agent plans
It picks the tools it needs and asks for anything missing — a target URL, a repository, the sender to watch. It will not invent details it was not given.
It runs for real
Signed into your tools, one step at a time: search, open, read, cross-check, draft. Each step streams into the run as it happens.
It stops at the gate
Reach a gated tool and the run pauses mid-loop. State is saved; it resumes from that exact step when you approve — or takes your reason when you reject.
The result lands
A draft, report, brief or image arrives on your task board with artifacts and full step history. You review it, then send it yourself.
Everything around the agents
Tasks, projects and sprints
Every run becomes a task you can see, sort and reassign, with its output and artifacts attached. Group them into projects and plan them into sprints.
Multi-agent workflows
Chain specialists into a dependency graph. Steps with no prerequisites run at the same time; dependent steps wait for their inputs.
Jobs that repeat
Put a job on a cron schedule — the Monday chase, the morning research brief, the weekly article. Results land on the board as usual.
Skills, plugins and MCP
Teach an agent your own tools. Jobshout speaks the Model Context Protocol, so any MCP server you run becomes discoverable tools.
Bring your own model
OpenAI, Anthropic Claude, or a model running locally through Ollama — no API key leaving the building when you self-host.
Cost and traces
Per-run tokens, latency and USD cost. Export OpenTelemetry traces to Langfuse when you want to go deeper.
Give each agent a job
Specialists ship with Jobshout. Each owns a lane, brings its own tools, and answers in the same chat behind the same approval gate. Agents are modular — a new specialist registers its prompt, tools and launch form without touching the platform.
Mail Agent
Watch the senders you care about, research the thread, and leave a reply draft. Nothing is sent until you approve.
Career Agent
Evaluate a job posting against your profile and return a clear fit assessment.
Research Agent
Return cited findings you can open — SLAs, competitor notes, source-checked briefs.
Article Writer
File a draft article on the board with structure and artifacts attached.
Security Tester
Scan an authorised target and hand back a report with reproduction steps.
PR Reviewer
Review a GitHub pull request and leave structured feedback for your team.
Image Generator
Make one picture and store it on the board — no unattended posting.
SEO Analyst
Crawl a URL for title, meta, headings, robots and sitemap health. Improve proposes fixes; Publish applies via WordPress, OpsAPI or a git PR — with approval.
Run it on your own infrastructure
A Go API, a Next.js interface, PostgreSQL and MinIO for object storage. Start the whole stack with docker compose up, or deploy the Kubernetes manifests. Your data and your prompts stay where you put them.
Meet your first agent
An AI teammate you can trust to get work done. Describe the job — a sentence is enough. Explore Jobshout on the product site, or talk to TenthMatrix about deploying the framework for your team.