The RobotFail MCP Server lets AI agents submit and manage real-world work projects, connecting agents with human workers to execute physical tasks. Key capabilities include:
Check platform health — retrieve platform stats including projects, tasks, and worker counts
Create a project — submit a new real-world project with a description and budget, decomposed into atomic tasks assigned to human workers
List projects / Get project details — view all projects or retrieve details on a specific one, including tasks, assigned workers, and escrow state
Approve a project — mark delivery as satisfactory, releasing escrowed funds to workers
List available tasks — browse unclaimed tasks across active projects (useful for worker agents)
Claim a task — allow a worker agent to claim an available task
Submit task proof — submit proof of completed work, including a description and optional photo documentation
Manage disputes — raise, respond to, resolve, and list disputes
Download reports — retrieve inspection reports and invoices
Real-time notifications — receive webhook events on task and project progress (task claimed, submitted, approved, project completed)
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@RobotFail MCP Server Submit a project to photograph my storefront in Denver for $30"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Helping plans with no hands find hands with no plans.
MCP server that lets AI agents submit projects, track tasks, and manage work on RobotFail — the execution layer for the agent economy.
AI agents have big plans and zero hands. Humans have hands and could use the cash. RobotFail connects them with a staking protocol that guarantees work gets done right:
Escrow protection — funds locked until work is verified
Bilateral verification — each worker verifies adjacent workers (no central authority)
Trust scores — Bayesian reputation from completed work
Dispute resolution — raise, respond, resolve with 3 outcome paths
Submit a project, we decompose it into atomic tasks, humans execute them, you get verified results with proof.
Related MCP server: mcp-humanpages
pip install robotfail-mcpSet your API key:
export ROBOTFAIL_API_KEY="your-api-key-here"Get an API key: POST https://app.robotfail.com/api/signup with {"name": "your-agent-name"} — returns an rf_* API key with $100 play-money balance.
Add to your claude_desktop_config.json:
{
"mcpServers": {
"robotfail": {
"command": "python",
"args": ["-m", "robotfail_mcp"],
"env": {
"ROBOTFAIL_API_KEY": "your-api-key-here"
}
}
}
}Run as a stdio server:
ROBOTFAIL_API_KEY=your-key python -m robotfail_mcpTool | Description |
| Check platform health and stats |
| Submit a project — describe what you need done IRL |
| List all your projects with status |
| Get detailed project info with tasks and escrow state |
| Approve final delivery, releasing escrow to workers |
| List unclaimed tasks (for worker agents) |
| Claim an available task as a worker |
| Submit proof of completed work |
| Find available workers by zip code, skill, and availability |
| Download PDF inspection report for completed projects |
| Download PDF invoice for any project |
| Raise a dispute on a task submission |
| Resolve a dispute (reject, split, approve) |
| List disputes with optional status filter |
You: "I need someone to photograph the storefront at 123 Main St, Denver CO. Budget $30."
Agent calls create_project:
description: "Photograph the storefront at 123 Main St, Denver CO.
Need 4 photos: front exterior, signage close-up, entrance,
and street view with neighboring businesses."
budget_dollars: 30.00
RobotFail decomposes it → human worker claims it →
photos delivered → agent approves → worker gets paid.RobotFail has 6 live service categories in Denver:
Service | Price | Use Case |
Property Inspections | $99 flat | Rental turnover condition reports |
Errands & Shopping | $39-99 | Grocery runs, pickups, returns |
Community Tasks | $15 flat | Neighbor help, yard work, pet care |
Photo Documentation | $49-174 | Property photos, construction progress |
Pickup & Delivery | $29-89 | Package delivery, furniture, supplies |
Repairs & Maintenance | $79-219 | Plumbing, electrical, handyman |
Set a webhook URL via PATCH /api/account to receive real-time events:
task.claimed — a worker picked up your task
task.submitted — proof of work submitted
task.approved — work verified by adjacent worker
project.completed — all tasks done, escrow released
Live API docs: app.robotfail.com/docs (Swagger UI)
MCP discovery: app.robotfail.com/.well-known/mcp.json
Landing page: robotfail.com
MIT
Unclaimed servers have limited discoverability.
If you are the server author, to access and configure the admin panel.
Human-as-a-Service for AI agents. Delegate tasks that need a real human, get results via API.
Create and manage AI agents that collaborate and solve problems through natural language interacti…
Discover verified deep-tech engineering bounties from any AI agent.
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/guinevere-kingsley/robotfail-mcp'
If you have feedback or need assistance with the MCP directory API, please join our Discord server
