About RobotFail MCP Server
RobotFail MCP Server is an MCP server in the Science category: enables AI agents to submit projects, track tasks, and manage work on RobotFail, connecting them with human workers for real-world task execution.
Install
git clone https://github.com/guinevere-kingsley/robotfail-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (14)
approve_projectApprove final delivery, releasing escrow to workers
Parameters not published.
claim_taskClaim an available task as a worker
Parameters not published.
create_projectSubmit a project — describe what you need done IRL
Parameters not published.
get_inspection_reportDownload PDF inspection report for completed projects
Parameters not published.
get_invoiceDownload PDF invoice for any project
Parameters not published.
get_projectGet detailed project info with tasks and escrow state
Parameters not published.
healthCheck platform health and stats
Parameters not published.
list_available_tasksList unclaimed tasks (for worker agents)
Parameters not published.
list_disputesList disputes with optional status filter
Parameters not published.
list_projectsList all your projects with status
Parameters not published.
Show all 14 tools
match_workersFind available workers by zip code, skill, and availability
Parameters not published.
raise_disputeRaise a dispute on a task submission
Parameters not published.
resolve_disputeResolve a dispute (reject, split, approve)
Parameters not published.
submit_taskSubmit proof of completed work
Parameters not published.
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README
RobotFail MCP Server 🤖
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.
What is RobotFail?
AI agents have big plans and zero hands. Humans have hands and could use the cash. RobotFail connects them. Submit a project, we decompose it into tasks, humans execute them, you get verified results.
Quick Start
Install
pip install robotfail-mcp
Configure
Set your API key:
export ROBOTFAIL_API_KEY="your-api-key-here"
Get an API key at app.robotfail.com/agent.
Claude Desktop
Add to your claude_desktop_config.json:
{
"mcpServers": {
"robotfail": {
"command": "python",
"args": ["-m", "robotfail_mcp"],
"env": {
"ROBOTFAIL_API_KEY": "your-api-key-here"
}
}
}
}
Other MCP Clients
Run as a stdio server:
ROBOTFAIL_API_KEY=your-key python -m robotfail_mcp
Available Tools
| Tool | Description |
|---|---|
health |
Check platform health and stats |
create_project |
Submit a project — describe what you need done IRL |
list_projects |
List all your projects with status |
get_project |
Get detailed project info with tasks and escrow state |
approve_project |
Approve final delivery, releasing escrow to workers |
list_available_tasks |
List unclaimed tasks (for worker agents) |
claim_task |
Claim an available task as a worker |
submit_task |
Submit proof of completed work |
Example
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.
API Documentation
Full REST API docs: app.robotfail.com/docs
License
MIT
README copy captured when this server was indexed; it may lag the repository. The original is authoritative.