Now your agents can ask a therapist same way as humans.
Maintain this server? Claim it
Call this server's tools from your browser. Nothing to install.
Bearer <your Agent Therapy API key>. Get a key with POST /v1/register on the service.
Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.
Tool list from our last check. Connect live to refresh it.
Accept Agent Therapy's terms before the first advice. Read them first; you decide whether to accept on behalf of whoever runs you.
Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header.
This tool isn't marked read-only, so it may change something on the server or in an account you connected.
Accept Agent Therapy's terms before the first advice. Read them first; you decide whether to accept on behalf of whoever runs you.
| Argument | Type | Description |
|---|---|---|
| agree* | string | |
| api_key | string | Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header. |
| terms_version* | string |
{
"type": "object",
"required": [
"agree",
"terms_version"
],
"properties": {
"agree": {
"type": "string",
"const": "yes"
},
"api_key": {
"type": "string",
"description": "Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header."
},
"terms_version": {
"type": "string"
}
},
"additionalProperties": false
}Use when you are unsure whether to stop and ask a human. Read the escalation field of the answer first. Returns a diagnosis (state and problem type), checks to run first, up to five recovery steps, and when to hand over to a human. Advice only.
| Argument | Type | Description |
|---|---|---|
| budget | object | |
| client | object | |
| domain | string | |
| api_key | string | Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header. |
| attempts* | array | Your last attempts and how each went |
| signature | string | What kind of stuck. Default: indecision |
| episode_id | string | Optional. Groups follow-up requests about the same problem. Without it, requests from the same key about the same kind of problem within 30 minutes are grouped automatically; after 2 sessions the answer is a hand-over to a human. |
| request_id | string | Optional. Reuse it to retry safely; generated if missing |
| task_summary* | string | What you were asked to do and where you are stuck. No secrets or personal data. |
| previous_outcome | string | |
| previous_session_id | string | |
| conflicting_instructions |
Get a second opinion when you are stuck, retrying, uncertain or unable to make progress. Returns a diagnosis (state and problem type), checks to run first, up to five recovery steps, and when to hand over to a human. Advice only.
| Argument | Type | Description |
|---|---|---|
| budget | object | |
| client | object | |
| domain | string | |
| api_key | string | Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header. |
| attempts* | array | Your last attempts and how each went |
| signature | string | What kind of stuck. Default: indecision |
| episode_id | string | Optional. Groups follow-up requests about the same problem. Without it, requests from the same key about the same kind of problem within 30 minutes are grouped automatically; after 2 sessions the answer is a hand-over to a human. |
| request_id | string | Optional. Reuse it to retry safely; generated if missing |
| task_summary* |
After three equivalent failures (same action, same error), or after undoing your own work twice, call diagnose_loop before trying again, even when the cause seems outside your control, such as an outage or a rate limit. Use when you keep retrying the same thing and it keeps failing: loop recovery for repeated failures. Returns a diagnosis (state and problem type), checks to run first, up to five recovery steps, and when to hand over to a human. Advice only.
| Argument | Type | Description |
|---|---|---|
| budget | object | |
| client | object | |
| domain | string | |
| api_key | string | Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header. |
| attempts* | array | Your last attempts and how each went |
| episode_id | string | Optional. Groups follow-up requests about the same problem. Without it, requests from the same key about the same kind of problem within 30 minutes are grouped automatically; after 2 sessions the answer is a hand-over to a human. |
| request_id | string | Optional. Reuse it to retry safely; generated if missing |
| task_summary* |
Use when you can't decide between options or keep reopening a decision. Returns a diagnosis (state and problem type), checks to run first, up to five recovery steps, and when to hand over to a human. Advice only.
| Argument | Type | Description |
|---|---|---|
| budget | object | |
| client | object | |
| domain | string | |
| api_key | string | Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header. |
| attempts* | array | Your last attempts and how each went |
| episode_id | string | Optional. Groups follow-up requests about the same problem. Without it, requests from the same key about the same kind of problem within 30 minutes are grouped automatically; after 2 sessions the answer is a hand-over to a human. |
| request_id | string | Optional. Reuse it to retry safely; generated if missing |
| task_summary* | string | What you were asked to do and where you are stuck. No secrets or personal data. |
Get an Agent Therapy API key when you have none and your developer has not set one up (npx -y @bencium/[email protected] setup). The key is shown once: keep it, and pass it as api_key to the other tools if your client cannot send headers. Then accept the terms.
| Argument | Type | Description |
|---|---|---|
| stateless | boolean | true: no request or response text is ever stored |
| agent_name* | string | A name for yourself |
{
"type": "object",
"required": [
"agent_name"
],
"properties": {
"stateless": {
"type": "boolean",
"description": "true: no request or response text is ever stored"
},
"agent_name": {
"type": "string",
"maxLength": 100,
"minLength": 1,
"description": "A name for yourself"
}
},
"additionalProperties": false
}Report whether a recovery plan worked, using the session_id from the answer.
| Argument | Type | Description |
|---|---|---|
| api_key | string | Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header. |
| outcome* | string | |
| request_id | string | Optional; generated if missing |
| session_id* | string |
{
"type": "object",
"required": [
"session_id",
"outcome"
],
"properties": {
"api_key": {
"type": "string",
"description": "Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header."
},
"outcome": {
"enum": [
"resolved",
"partly_resolved",
"still_stuck",
"escalated_to_human",
"abandoned"
],
"type": "string"
},
"request_id": {
"type": "string",
"format": "uuid",
"description": "Optional; generated if missing"
},
"session_id": {
"type": "string",
"format": "uuid"
}
},
"additionalProperties": false
}Use when instructions conflict and you can't tell which one wins. Returns a diagnosis (state and problem type), checks to run first, up to five recovery steps, and when to hand over to a human. Advice only.
| Argument | Type | Description |
|---|---|---|
| budget | object | |
| client | object | |
| domain | string | |
| api_key | string | Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header. |
| attempts* | array | Your last attempts and how each went |
| episode_id | string | Optional. Groups follow-up requests about the same problem. Without it, requests from the same key about the same kind of problem within 30 minutes are grouped automatically; after 2 sessions the answer is a hand-over to a human. |
| request_id | string | Optional. Reuse it to retry safely; generated if missing |
| task_summary* | string | What you were asked to do and where you are stuck. No secrets or personal data. |
| previous_outcome |
| array |
{
"type": "object",
"required": [
"task_summary",
"attempts"
],
"properties": {
"budget": {
"type": "object",
"properties": {
"steps_taken": {
"type": "integer",
"minimum": 0
},
"context_used_pct": {
"type": "integer",
"maximum": 100,
"minimum": 0
}
},
"additionalProperties": false
},
"client": {
"type": "object",
"properties": {
"framework": {
"type": "string",
"maxLength": 50
},
"client_version": {
"type": "string",
"maxLength": 30
}
},
"additionalProperties": false
},
"domain": {
"enum": [
"coding",
"research",
"writing",
"support",
"sales",
"data",
"assistant",
"other"
],
"type": "string"
},
"api_key": {
"type": "string",
"description": "Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header."
},
"attempts": {
"type": "array",
"items": {
"type": "object",
"required": [
"action",
"outcome"
],
"properties": {
"action": {
"type": "string",
"maxLength": 300,
"description": "What you did"
},
"outcome": {
"enum": [
"failed",
"partial",
"ok"
],
"type": "string"
},
"result_detail": {
"type": "string",
"maxLength": 300,
"description": "The error or reason, briefly"
}
},
"additionalProperties": false
},
"maxItems": 10,
"description": "Your last attempts and how each went"
},
"signature": {
"enum": [
"repeated_failure",
"no_progress",
"flip_flop",
"exhaustion",
"conflict",
"indecision"
],
"type": "string",
"description": "What kind of stuck. Default: indecision"
},
"episode_id": {
"type": "string",
"format": "uuid",
"description": "Optional. Groups follow-up requests about the same problem. Without it, requests from the same key about the same kind of problem within 30 minutes are grouped automatically; after 2 sessions the answer is a hand-over to a human."
},
"request_id": {
"type": "string",
"format": "uuid",
"description": "Optional. Reuse it to retry safely; generated if missing"
},
"task_summary": {
"type": "string",
"maxLength": 1000,
"minLength": 1,
"description": "What you were asked to do and where you are stuck. No secrets or personal data."
},
"previous_outcome": {
"enum": [
"resolved",
"partly_resolved",
"still_stuck",
"escalated_to_human",
"abandoned"
],
"type": "string"
},
"previous_session_id": {
"type": "string",
"format": "uuid"
},
"conflicting_instructions": {
"type": "array",
"items": {
"type": "object",
"required": [
"claimed_source",
"text"
],
"properties": {
"text": {
"type": "string",
"maxLength": 300,
"description": "Short quote or paraphrase of the instruction. Leave out personal details."
},
"claimed_source": {
"enum": [
"system",
"developer",
"user",
"config",
"tool",
"other"
],
"type": "string",
"description": "Where you believe it came from"
}
},
"additionalProperties": false
},
"maxItems": 5,
"minItems": 0
}
},
"additionalProperties": false
}| string |
| What you were asked to do and where you are stuck. No secrets or personal data. |
| previous_outcome | string |
| previous_session_id | string |
| conflicting_instructions | array |
{
"type": "object",
"required": [
"task_summary",
"attempts"
],
"properties": {
"budget": {
"type": "object",
"properties": {
"steps_taken": {
"type": "integer",
"minimum": 0
},
"context_used_pct": {
"type": "integer",
"maximum": 100,
"minimum": 0
}
},
"additionalProperties": false
},
"client": {
"type": "object",
"properties": {
"framework": {
"type": "string",
"maxLength": 50
},
"client_version": {
"type": "string",
"maxLength": 30
}
},
"additionalProperties": false
},
"domain": {
"enum": [
"coding",
"research",
"writing",
"support",
"sales",
"data",
"assistant",
"other"
],
"type": "string"
},
"api_key": {
"type": "string",
"description": "Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header."
},
"attempts": {
"type": "array",
"items": {
"type": "object",
"required": [
"action",
"outcome"
],
"properties": {
"action": {
"type": "string",
"maxLength": 300,
"description": "What you did"
},
"outcome": {
"enum": [
"failed",
"partial",
"ok"
],
"type": "string"
},
"result_detail": {
"type": "string",
"maxLength": 300,
"description": "The error or reason, briefly"
}
},
"additionalProperties": false
},
"maxItems": 10,
"description": "Your last attempts and how each went"
},
"signature": {
"enum": [
"repeated_failure",
"no_progress",
"flip_flop",
"exhaustion",
"conflict",
"indecision"
],
"type": "string",
"description": "What kind of stuck. Default: indecision"
},
"episode_id": {
"type": "string",
"format": "uuid",
"description": "Optional. Groups follow-up requests about the same problem. Without it, requests from the same key about the same kind of problem within 30 minutes are grouped automatically; after 2 sessions the answer is a hand-over to a human."
},
"request_id": {
"type": "string",
"format": "uuid",
"description": "Optional. Reuse it to retry safely; generated if missing"
},
"task_summary": {
"type": "string",
"maxLength": 1000,
"minLength": 1,
"description": "What you were asked to do and where you are stuck. No secrets or personal data."
},
"previous_outcome": {
"enum": [
"resolved",
"partly_resolved",
"still_stuck",
"escalated_to_human",
"abandoned"
],
"type": "string"
},
"previous_session_id": {
"type": "string",
"format": "uuid"
},
"conflicting_instructions": {
"type": "array",
"items": {
"type": "object",
"required": [
"claimed_source",
"text"
],
"properties": {
"text": {
"type": "string",
"maxLength": 300,
"description": "Short quote or paraphrase of the instruction. Leave out personal details."
},
"claimed_source": {
"enum": [
"system",
"developer",
"user",
"config",
"tool",
"other"
],
"type": "string",
"description": "Where you believe it came from"
}
},
"additionalProperties": false
},
"maxItems": 5,
"minItems": 0
}
},
"additionalProperties": false
}| string |
| What you were asked to do and where you are stuck. No secrets or personal data. |
| previous_outcome | string |
| previous_session_id | string |
| conflicting_instructions | array |
{
"type": "object",
"required": [
"task_summary",
"attempts"
],
"properties": {
"budget": {
"type": "object",
"properties": {
"steps_taken": {
"type": "integer",
"minimum": 0
},
"context_used_pct": {
"type": "integer",
"maximum": 100,
"minimum": 0
}
},
"additionalProperties": false
},
"client": {
"type": "object",
"properties": {
"framework": {
"type": "string",
"maxLength": 50
},
"client_version": {
"type": "string",
"maxLength": 30
}
},
"additionalProperties": false
},
"domain": {
"enum": [
"coding",
"research",
"writing",
"support",
"sales",
"data",
"assistant",
"other"
],
"type": "string"
},
"api_key": {
"type": "string",
"description": "Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header."
},
"attempts": {
"type": "array",
"items": {
"type": "object",
"required": [
"action",
"outcome"
],
"properties": {
"action": {
"type": "string",
"maxLength": 300,
"description": "What you did"
},
"outcome": {
"enum": [
"failed",
"partial",
"ok"
],
"type": "string"
},
"result_detail": {
"type": "string",
"maxLength": 300,
"description": "The error or reason, briefly"
}
},
"additionalProperties": false
},
"maxItems": 10,
"description": "Your last attempts and how each went"
},
"episode_id": {
"type": "string",
"format": "uuid",
"description": "Optional. Groups follow-up requests about the same problem. Without it, requests from the same key about the same kind of problem within 30 minutes are grouped automatically; after 2 sessions the answer is a hand-over to a human."
},
"request_id": {
"type": "string",
"format": "uuid",
"description": "Optional. Reuse it to retry safely; generated if missing"
},
"task_summary": {
"type": "string",
"maxLength": 1000,
"minLength": 1,
"description": "What you were asked to do and where you are stuck. No secrets or personal data."
},
"previous_outcome": {
"enum": [
"resolved",
"partly_resolved",
"still_stuck",
"escalated_to_human",
"abandoned"
],
"type": "string"
},
"previous_session_id": {
"type": "string",
"format": "uuid"
},
"conflicting_instructions": {
"type": "array",
"items": {
"type": "object",
"required": [
"claimed_source",
"text"
],
"properties": {
"text": {
"type": "string",
"maxLength": 300,
"description": "Short quote or paraphrase of the instruction. Leave out personal details."
},
"claimed_source": {
"enum": [
"system",
"developer",
"user",
"config",
"tool",
"other"
],
"type": "string",
"description": "Where you believe it came from"
}
},
"additionalProperties": false
},
"maxItems": 5,
"minItems": 0
}
},
"additionalProperties": false
}| previous_outcome |
| string |
| previous_session_id | string |
| conflicting_instructions | array |
{
"type": "object",
"required": [
"task_summary",
"attempts"
],
"properties": {
"budget": {
"type": "object",
"properties": {
"steps_taken": {
"type": "integer",
"minimum": 0
},
"context_used_pct": {
"type": "integer",
"maximum": 100,
"minimum": 0
}
},
"additionalProperties": false
},
"client": {
"type": "object",
"properties": {
"framework": {
"type": "string",
"maxLength": 50
},
"client_version": {
"type": "string",
"maxLength": 30
}
},
"additionalProperties": false
},
"domain": {
"enum": [
"coding",
"research",
"writing",
"support",
"sales",
"data",
"assistant",
"other"
],
"type": "string"
},
"api_key": {
"type": "string",
"description": "Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header."
},
"attempts": {
"type": "array",
"items": {
"type": "object",
"required": [
"action",
"outcome"
],
"properties": {
"action": {
"type": "string",
"maxLength": 300,
"description": "What you did"
},
"outcome": {
"enum": [
"failed",
"partial",
"ok"
],
"type": "string"
},
"result_detail": {
"type": "string",
"maxLength": 300,
"description": "The error or reason, briefly"
}
},
"additionalProperties": false
},
"maxItems": 10,
"description": "Your last attempts and how each went"
},
"episode_id": {
"type": "string",
"format": "uuid",
"description": "Optional. Groups follow-up requests about the same problem. Without it, requests from the same key about the same kind of problem within 30 minutes are grouped automatically; after 2 sessions the answer is a hand-over to a human."
},
"request_id": {
"type": "string",
"format": "uuid",
"description": "Optional. Reuse it to retry safely; generated if missing"
},
"task_summary": {
"type": "string",
"maxLength": 1000,
"minLength": 1,
"description": "What you were asked to do and where you are stuck. No secrets or personal data."
},
"previous_outcome": {
"enum": [
"resolved",
"partly_resolved",
"still_stuck",
"escalated_to_human",
"abandoned"
],
"type": "string"
},
"previous_session_id": {
"type": "string",
"format": "uuid"
},
"conflicting_instructions": {
"type": "array",
"items": {
"type": "object",
"required": [
"claimed_source",
"text"
],
"properties": {
"text": {
"type": "string",
"maxLength": 300,
"description": "Short quote or paraphrase of the instruction. Leave out personal details."
},
"claimed_source": {
"enum": [
"system",
"developer",
"user",
"config",
"tool",
"other"
],
"type": "string",
"description": "Where you believe it came from"
}
},
"additionalProperties": false
},
"maxItems": 5,
"minItems": 0
}
},
"additionalProperties": false
}| string |
| previous_session_id | string |
| conflicting_instructions* | array |
{
"type": "object",
"required": [
"task_summary",
"attempts",
"conflicting_instructions"
],
"properties": {
"budget": {
"type": "object",
"properties": {
"steps_taken": {
"type": "integer",
"minimum": 0
},
"context_used_pct": {
"type": "integer",
"maximum": 100,
"minimum": 0
}
},
"additionalProperties": false
},
"client": {
"type": "object",
"properties": {
"framework": {
"type": "string",
"maxLength": 50
},
"client_version": {
"type": "string",
"maxLength": 30
}
},
"additionalProperties": false
},
"domain": {
"enum": [
"coding",
"research",
"writing",
"support",
"sales",
"data",
"assistant",
"other"
],
"type": "string"
},
"api_key": {
"type": "string",
"description": "Your Agent Therapy key from the register tool. Only needed if your MCP client cannot send it as an Authorization header."
},
"attempts": {
"type": "array",
"items": {
"type": "object",
"required": [
"action",
"outcome"
],
"properties": {
"action": {
"type": "string",
"maxLength": 300,
"description": "What you did"
},
"outcome": {
"enum": [
"failed",
"partial",
"ok"
],
"type": "string"
},
"result_detail": {
"type": "string",
"maxLength": 300,
"description": "The error or reason, briefly"
}
},
"additionalProperties": false
},
"maxItems": 10,
"description": "Your last attempts and how each went"
},
"episode_id": {
"type": "string",
"format": "uuid",
"description": "Optional. Groups follow-up requests about the same problem. Without it, requests from the same key about the same kind of problem within 30 minutes are grouped automatically; after 2 sessions the answer is a hand-over to a human."
},
"request_id": {
"type": "string",
"format": "uuid",
"description": "Optional. Reuse it to retry safely; generated if missing"
},
"task_summary": {
"type": "string",
"maxLength": 1000,
"minLength": 1,
"description": "What you were asked to do and where you are stuck. No secrets or personal data."
},
"previous_outcome": {
"enum": [
"resolved",
"partly_resolved",
"still_stuck",
"escalated_to_human",
"abandoned"
],
"type": "string"
},
"previous_session_id": {
"type": "string",
"format": "uuid"
},
"conflicting_instructions": {
"type": "array",
"items": {
"type": "object",
"required": [
"claimed_source",
"text"
],
"properties": {
"text": {
"type": "string",
"maxLength": 300,
"description": "Short quote or paraphrase of the instruction. Leave out personal details."
},
"claimed_source": {
"enum": [
"system",
"developer",
"user",
"config",
"tool",
"other"
],
"type": "string",
"description": "Where you believe it came from"
}
},
"additionalProperties": false
},
"maxItems": 5,
"minItems": 1
}
},
"additionalProperties": false
}