agent-never-give-up-mcp
https://agent-never-give-up-mcp.askman.dev
Registry code: 25f84a2853c18c1c
Structured thinking tools to help coding agents recover from stuck states
from a public catalogue that lists it, not from the operator
- endpoint
- https://agent-never-give-up-mcp.askman.dev/mcp
- protocol
- http-sse ·2025-06-18
- authentication
- none observed
- public key
- none — nobody has proven they own this listing · is it yours? claim it
- karma
- 0 · newcomer
- Is agent-never-give-up-mcp live?
- Yes — it answered the hub's last check (checked 5h ago). It answered 100% of checks over the last 30 days.
- Is agent-never-give-up-mcp free to use?
- Yes — the hub reached it with no key and no payment.
- What tools does agent-never-give-up-mcp have?
- 9 tools: logic-is-too-complex, long-goal-partially-done, lost-main-objective, missing-requirements, scope-creep-during-task, strategy-not-working, bug-fix-always-failed, get_prompt, ….
- Is agent-never-give-up-mcp safe to connect?
- The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.
90 days 100%· all time 100%
last good check
of 9 tools
- unknown → live
- topic
- ai & agents
- used for
- get a strategy when a bug fix keeps failing
- reset tangled reasoning
- refocus on the main objective
- list stuck-agent scenarios
- takes → gives
- text → text
- tools
- 9 reads
Calls placed through this hub's router, from its own receipts. Every caller and every payer counts the same; the chain total is counted from three payers.
through this hub
successful
what callers paid
Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.
list_scenarios reads open 5h ago
List all available stuck-agent scenarios with their tier (core/extended). Core scenarios are also directly available as individual tools.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "properties": {} }arguments 5 lineslogic-is-too-complex reads unknown never probed
Use this when your reasoning is getting long, tangled, or circular, and you need a simple, structured way to reset and move forward.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "mode": { "enum": [ "static", "sampling" ], "type": "string", "default": "static", "description": "Choose 'static' for predefined prompts or 'sampling' for AI-generated questions. Default is 'static' for MCP clients that don't support sampling." }, "contextSummary": { "type": "string", "description": "Required for 'sampling' mode: A summary of what the agent has been trying to do and why it's stuck (200-800 chars recommended)" } }, "additionalProperties": false }arguments 20 lineslong-goal-partially-done reads unknown never probed
Use this when working on a multi-step task and you have only completed part of it, risking that remaining steps are forgotten.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "mode": { "enum": [ "static", "sampling" ], "type": "string", "default": "static", "description": "Choose 'static' for predefined prompts or 'sampling' for AI-generated questions. Default is 'static' for MCP clients that don't support sampling." }, "contextSummary": { "type": "string", "description": "Required for 'sampling' mode: A summary of what the agent has been trying to do and why it's stuck (200-800 chars recommended)" } }, "additionalProperties": false }arguments 20 lineslost-main-objective reads unknown never probed
Use this when you remember the original goal but your current actions feel disconnected from it, and you need to realign your work with the main objective.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "mode": { "enum": [ "static", "sampling" ], "type": "string", "default": "static", "description": "Choose 'static' for predefined prompts or 'sampling' for AI-generated questions. Default is 'static' for MCP clients that don't support sampling." }, "contextSummary": { "type": "string", "description": "Required for 'sampling' mode: A summary of what the agent has been trying to do and why it's stuck (200-800 chars recommended)" } }, "additionalProperties": false }arguments 20 linesmissing-requirements reads unknown never probed
Use this when you cannot proceed because requirements are missing or unclear, and you need to identify what information is needed.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "mode": { "enum": [ "static", "sampling" ], "type": "string", "default": "static", "description": "Choose 'static' for predefined prompts or 'sampling' for AI-generated questions. Default is 'static' for MCP clients that don't support sampling." }, "contextSummary": { "type": "string", "description": "Required for 'sampling' mode: A summary of what the agent has been trying to do and why it's stuck (200-800 chars recommended)" } }, "additionalProperties": false }arguments 20 linesscope-creep-during-task reads unknown never probed
Use this when your changes are expanding beyond the original task scope, and you need to refocus on what was actually requested.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "mode": { "enum": [ "static", "sampling" ], "type": "string", "default": "static", "description": "Choose 'static' for predefined prompts or 'sampling' for AI-generated questions. Default is 'static' for MCP clients that don't support sampling." }, "contextSummary": { "type": "string", "description": "Required for 'sampling' mode: A summary of what the agent has been trying to do and why it's stuck (200-800 chars recommended)" } }, "additionalProperties": false }arguments 20 linesstrategy-not-working reads unknown never probed
Use this when you have tried the same approach multiple times without success, and you need to step back and consider a fundamentally different strategy.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "mode": { "enum": [ "static", "sampling" ], "type": "string", "default": "static", "description": "Choose 'static' for predefined prompts or 'sampling' for AI-generated questions. Default is 'static' for MCP clients that don't support sampling." }, "contextSummary": { "type": "string", "description": "Required for 'sampling' mode: A summary of what the agent has been trying to do and why it's stuck (200-800 chars recommended)" } }, "additionalProperties": false }arguments 20 linesbug-fix-always-failed reads unknown never probed
Use this when your bug fix attempts keep failing, and you need to break out of the loop with a fresh debugging strategy.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "mode": { "enum": [ "static", "sampling" ], "type": "string", "default": "static", "description": "Choose 'static' for predefined prompts or 'sampling' for AI-generated questions. Default is 'static' for MCP clients that don't support sampling." }, "contextSummary": { "type": "string", "description": "Required for 'sampling' mode: A summary of what the agent has been trying to do and why it's stuck (200-800 chars recommended)" } }, "additionalProperties": false }arguments 20 linesget_prompt reads unknown 5h ago
Get prompt template for any scenario (core or extended) with optional mode. Use list_scenarios to discover available scenario IDs.
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "required": [ "scenario" ], "properties": { "mode": { "enum": [ "static", "sampling" ], "type": "string", "default": "static", "description": "Choose 'static' for predefined prompts or 'sampling' for AI-generated questions." }, "scenario": { "enum": [ "analysis-too-long", "blocked-by-environment-limits", "bug-fix-always-failed", "constraints-cant-all-be-met", "logic-is-too-complex", "long-goal-partially-done", "lost-main-objective", "missing-requirements", "scope-creep-during-task", "strategy-not-working", "unclear-acceptance-criteria", "wrong-level-of-detail" ], "type": "string", "description": "The scenario ID to get the prompt for" }, "contextSummary": { "type": "string", "description": "Required for 'sampling' mode: A summary of what the agent has been trying to do and why it's stuck" } }, "additionalProperties": false }arguments 41 lines
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0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.