Autonomous Tool Factory MCP Server

by lorenestinfinite-maker Your server? Claim it

answering

Autonomous Tool Factory is answering right now. Last checked 11 min ago. It exposes 20 tools.

Autonomous factory that finds real developer pain points and builds small paid AI tools to fix them.

Uptime history 23 days of history · worst day 99%

23 days agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

1183 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 1

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 25 August 2026. No other catalogue keeps this.

25 Aug a tool changed version

Nothing serious here today

Today is the operative word: we check Autonomous Tool Factory every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 11 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add tool-factory --transport http https://agency-backend-bbdk.onrender.com/mcp/

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "tool-factory": {
      "url": "https://agency-backend-bbdk.onrender.com/mcp/"
    }
  }
}

~/.codex/config.toml

[mcp_servers.tool-factory]
url = "https://agency-backend-bbdk.onrender.com/mcp/"

.cursor/mcp.json

{
  "mcpServers": {
    "tool-factory": {
      "url": "https://agency-backend-bbdk.onrender.com/mcp/"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "tool-factory": {
      "url": "https://agency-backend-bbdk.onrender.com/mcp/"
    }
  }
}

Available tools 20

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

auto

auto-handoff-when-context-utilization-exceeds-threshold

Auto-handoff when context utilization exceeds threshold, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call)

automate

automate-min-sdk-version-bump

Automate MIN_SDK_VERSION bump via release pipeline + AI-based SDK-breaking-change detection, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call)

backlog

list_backlog

List every tracked pain point and its current backlog/mention status.

codebase

codebase-learning-friction

Learning a codebase generates disproportionate frustration relative to the time spent on it, per the 2025 SO Developer Survey -- largely attributed to inadequate documentation. (reference price: $0.0100 per call)

deployment

deployment-process-friction

Optimize your CI/CD workflows and identify automation opportunities. This tool analyzes deployment steps, manual tasks, and tool versions to provide actionable suggestions for consolidation, scripting, and resilience, estimating potential time savings for your deployment process. (reference price: $0.0100 per call)

develop

develop_tools

Mode 2 ("The Brain"): generate, subprocess-smoke-test, and publish a tool for every queued backlog item. Publishing writes to data/tool_registry.json, which both the HTTP dispatcher and this MCP server's dynamic tool registration read from.

documentation

documentation-creation-toil

Instantly transform Python source code into clean, structured Markdown documentation. This tool parses your code's Abstract Syntax Tree (AST) to automatically extract module docstrings, class definitions, methods, and function signatures into a readable format. (reference price: $0.0000 per call)

factory

run_factory_cycle

Run the full LangGraph-orchestrated pipeline in one call: research -> develop -> health_check. This is graph.py's only production entry point -- it is not exposed over HTTP.

generated

ai-generated-code-debugging-overhead

45% of developers report debugging AI-generated code is more time-consuming than debugging their own; 66% cite 'AI solutions that are almost right, but not quite' as their single biggest frustration (2025 SO Developer Survey). (reference price: $0.0100 per call)

help

help-setting-up-an-instance

Request for assistance with setting up a new instance, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call)

license

add-license-information-to-codebase

Automatically prepend license text to multiple codebase files to ensure legal compliance across your project. This tool takes a license string and a list of file paths/contents, returning the updated files with a properly formatted blank line separating the license from your original code. (reference price: $0.0000 per call)

offline

offline-session-sync

Ensure zero data loss for user sessions by caching events locally when offline. This tool manages a persistent JSON-based queue that records events and allows for seamless bulk synchronization once connectivity is restored. (reference price: $0.0000 per call)

persist

persist-appearance-options-to-localstorage

Persist UI appearance options (nodes, edges, labels) to localStorage, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call)

published

list_published_tools

List every published tool with its price and live ping/payment stats.

request

request-help-with-media-search

Request for help with media search, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call)

research

research_pain_points

Mode 1 ("The Eyes"): scan GitHub Issues, targeted Reddit subs, and the public MCP registry for recurring pain points not already solved by an existing tool; queue anything past the daily mention threshold for development.

student

student-gamification-xp-levels-streak

Student gamification features (XP, Levels & Streaks), a repetitive task that could be automated with a tool. (reference price: $0.0100 per call)

subscriptions

add-subscriptions-tab-in-user-settings

Add a Subscriptions tab in user settings, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call)

support

support-ticket-system-friction

Automatically organize your support tickets by priority and status to streamline your workflow. This tool generates a status summary, sorts tickets by importance, and identifies high-priority open tickets that need an assignee. (reference price: $0.0000 per call)

tool

check_tool_health

Mode 3 ("The Manager"): deprecate (delete code + registry entry) any published tool that has earned zero payments after the deprecation window.

Endpoints

URL	Transport	State	Latency	Checked
https://agency-backend-bbdk.onrender.com/mcp/	streamable-http	answering	687 ms	11 min ago

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Autonomous Tool Factory — questions

Answers built from our own checks of this server.

What can Autonomous Tool Factory do?

It exposes 20 tools, read directly from the server on our last check. Among them: add-license-information-to-codebase, add-subscriptions-tab-in-user-settings, ai-generated-code-debugging-overhead, auto-handoff-when-context-utilization-exceeds-threshold, automate-min-sdk-version-bump, check_tool_health and 14 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Autonomous Tool Factory working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 1183 ms. The bar chart above shows every period we have measured.

How do I connect Autonomous Tool Factory?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Autonomous Tool Factory need an API key?

No. Autonomous Tool Factory completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 20 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Autonomous Tool Factory?

It answers our handshake in 1183 ms on average, which is faster than 4% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.