Agent Never Give Up

Agent Never Give Up MCP

This is a MCP server that acts as a "escape guide" for AI coding agents.

It provides structured thinking protocols to help agents unstuck themselves without human help.

The diagram below illustrates when an agent should call this server and what it receives in return:

graph TD
    %% 1. The Normal Loop
    UserLoop["<b>User Query & Agent Loop</b><br/>(Claude Code / Windsurf / Cursor)<br/>Agent executing tasks..."]

    %% 2. The Problem (Triggers)
    subgraph Triggers ["Agent Gets Stuck (Trigger State)"]
        direction TB
        S1["Circular Reasoning"]
        S2["Bug Fix Fails"]
        S3["Missing Info"]
        S4["Analysis Paralysis"]
        S5["Unclear 'Done' State"]
    end

    %% Flow: Loop -> Stuck
    UserLoop -.->|"⚠️ Detects Issue<br/>(Inner Loop Stall)"| Triggers

    %% 3. The Solution (MCP Call)
    subgraph MCP ["Agent Never Give Up MCP"]
        direction TB
        T1(logic-is-too-complex)
        T2(bug-fix-always-failed)
        T3(missing-requirements)
        T4(analysis-too-long)
        T5(unclear-acceptance-criteria)
    end

---

View the full README on GitHub