Agent MCP Server

An escape guide for coding agents, providing structured thinking tools to help agents unstick.

Remote serverstreamable-httpTypeScript

What is the Agent MCP server?

An escape guide for coding agents, providing structured thinking tools to help agents unstick. That is what the agent mcp server brings to an AI assistant: the same capability, reachable through the Model Context Protocol rather than a separate app or dashboard.

The short version

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

  • Remote MCP server — at /mcp endpoint (Streamable HTTP specification compliant)
  • Two-tier scenario organization —
  • Core scenarios — (auto-registered as direct MCP tools):
  • logic-is-too-complex – for circular reasoning or over-complicated logic
  • bug-fix-always-failed – for repeated failed bug fix attempts
  • missing-requirements – for unclear or missing requirements

The tools it exposes

The server publishes 14 tools. What each one is for:

  • Two — tier scenario organization**:
  • logic-is-too-complex — for circular reasoning or over-complicated logic
  • bug-fix-always-failed — for repeated failed bug fix attempts
  • missing-requirements — for unclear or missing requirements
  • lost-main-objective — for when current actions feel disconnected from the original goal
  • scope-creep-during-task — for when changes expand beyond the original task scope
  • long-goal-partially-done — for multi-step tasks where remaining work is forgotten
  • strategy-not-working — for when the same approach fails repeatedly
  • analysis-too-long — for excessive analysis time
  • unclear-acceptance-criteria — for undefined acceptance criteria
  • wrong-level-of-detail — for working at wrong abstraction level
  • constraints-cant-all-be-met — for conflicting requirements or constraints

Getting it running

Because this one is hosted, setup is mostly authentication — you point your client at the endpoint and approve access. Nothing runs on your machine, so there is no runtime to keep patched.

How it compares

Plenty of planning and project tracking servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. Agent's toolset — Two, logic-is-too-complex, bug-fix-always-failed and 11 more — is a fair guide to whether it matches your workflow. It is maintained by askman-dev; worth a glance at recent repository activity before you build anything load-bearing on it.

SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.

Things to watch

  • Your data travels to the provider's service, so the usual questions apply about what you send and what they retain.
  • With 14 tools registered it takes up a noticeable share of the context window; turn it off in projects that never touch Agent.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Available tools

ToolWhat it does
Twotier scenario organization**:
logic-is-too-complexfor circular reasoning or over-complicated logic
bug-fix-always-failedfor repeated failed bug fix attempts
missing-requirementsfor unclear or missing requirements
lost-main-objectivefor when current actions feel disconnected from the original goal
scope-creep-during-taskfor when changes expand beyond the original task scope
long-goal-partially-donefor multi-step tasks where remaining work is forgotten
strategy-not-workingfor when the same approach fails repeatedly
analysis-too-longfor excessive analysis time
unclear-acceptance-criteriafor undefined acceptance criteria
wrong-level-of-detailfor working at wrong abstraction level
constraints-cant-all-be-metfor conflicting requirements or constraints
blocked-by-environment-limitsfor environmental blockers vs logic problems
list_scenarioslist all scenarios with their tier (core/extended)

How to install the Agent MCP server

{
  "mcpServers": {
    "agent-never-give-up": {
      "type": "http",
      "url": "https://agent-never-give-up-mcp.askman.dev/mcp",
      "note": "A 'Swiss Army knife' toolset to help agents recover from getting stuck"
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Example prompts to try

  • Use Agent to Two.
  • Use Agent to logic-is-too-complex.
  • Use Agent to bug-fix-always-failed.

Frequently asked questions

It connects Agent to MCP-compatible AI assistants such as Claude and Cursor, exposing 14 tools (Two, logic-is-too-complex, bug-fix-always-failed, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Agent directly.