Autonomous Tool Factory is a remote MCP server that gives an AI agent 20 tools, among them add-license-information-to-codebase, add-subscriptions-tab-in-user-settings, ai-generated-code-debugging-overhead. It answers at https://agency-backend-bbdk.onrender.com/mcp/ over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 22 October 2026, succeeded.
Autonomous factory that finds real developer pain points and builds small paid AI tools to fix them.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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 li Inputs: payload |
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) Inputs: payload |
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 pr Inputs: payload |
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) Inputs: payload |
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) Inputs: payload |
check_tool_health | Mode 3 ("The Manager"): deprecate (delete code + registry entry) any published tool that has earned zero payments after the deprecation window. |
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) Inputs: payload |
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 t Inputs: payload |
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-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 in Inputs: payload |
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) Inputs: payload |
list_backlog | List every tracked pain point and its current backlog/mention status. |
list_published_tools | List every published tool with its price and live ping/payment stats. |
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 Inputs: payload |
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) Inputs: payload |
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) Inputs: payload |
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. |
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. |
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) Inputs: payload |
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 p Inputs: payload |
Every block below points at https://agency-backend-bbdk.onrender.com/mcp/. Pick your client and copy.
claude mcp add --transport http autonomous-tool-factory https://agency-backend-bbdk.onrender.com/mcp/
{
"mcpServers": {
"autonomous-tool-factory": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://agency-backend-bbdk.onrender.com/mcp/"]
}
}
}{
"mcpServers": {
"autonomous-tool-factory": {
"url": "https://agency-backend-bbdk.onrender.com/mcp/"
}
}
}{
"servers": {
"autonomous-tool-factory": {
"type": "http",
"url": "https://agency-backend-bbdk.onrender.com/mcp/"
}
}
}{
"context_servers": {
"autonomous-tool-factory": {
"url": "https://agency-backend-bbdk.onrender.com/mcp/"
}
}
}{
"mcpServers": {
"autonomous-tool-factory": {
"serverUrl": "https://agency-backend-bbdk.onrender.com/mcp/"
}
}
}{
"mcpServers": {
"autonomous-tool-factory": {
"url": "https://agency-backend-bbdk.onrender.com/mcp/"
}
}
}name: Autonomous Tool Factory
version: 0.0.1
schema: v1
mcpServers:
- name: Autonomous Tool Factory
type: streamable-http
url: https://agency-backend-bbdk.onrender.com/mcp/{
"mcpServers": {
"autonomous-tool-factory": {
"httpUrl": "https://agency-backend-bbdk.onrender.com/mcp/"
}
}
}{
"mcpServers": {
"autonomous-tool-factory": {
"type": "http",
"url": "https://agency-backend-bbdk.onrender.com/mcp/"
}
}
}{
"mcpServers": {
"autonomous-tool-factory": {
"url": "https://agency-backend-bbdk.onrender.com/mcp/"
}
}
}goose://extension?url=https%3A%2F%2Fagency-backend-bbdk.onrender.com%2Fmcp%2F&type=streamable_http&id=autonomous-tool-factory&name=Autonomous%20Tool%20Factory
It answered our last check on 22 October 2026 in 229 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
20, as returned by the server's own tools/list on 15 September 2026: 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, codebase-learning-friction, deployment-process-friction, and 12 more.
It answered our last check on 22 October 2026 in 229 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://agency-backend-bbdk.onrender.com/mcp/. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.lorenestinfinite-maker. Endpoint host: agency-backend-bbdk.onrender.com. ARD identifier: urn:air:io.github.lorenestinfinite-maker:mcp:tool-factory.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.