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Say what should happen; get the right app tool per step, an n8n workflow, or the call itself.

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Status
Healthy
Uptime
99.9% over 21 days
Last Tested
Transport
Streamable HTTP · MCP 2025-06-18
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TDQS

A3.9/5.0

Scored across 5 tools

Disambiguation2/5

Three tools (`do`, `plan_automation`, `make_n8n_workflow`) all accept a plain-words automation need and return derived output; `do` even returns one preview per step for multi-step needs, which substantially overlaps with `plan_automation`'s step decomposition and `make_n8n_workflow`'s generated workflow. `find_recipe` also fires on the same style of input ('when a typeform is submitted…'). Only `inspect_workflow` has a clearly distinct input (an existing workflow JSON).

Naming Consistency4/5

Four of five names follow a snake_case verb_noun pattern (`find_recipe`, `inspect_workflow`, `make_n8n_workflow`, `plan_automation`). The bare verb `do` breaks the pattern and is also the vaguest name in the set, but the overall convention is still predictable.

Tool Count4/5

Five tools is a sensible size for a plan/preview/generate automation surface, and each covers a recognizable stage (capability lookup, recipe discovery, planning, workflow generation, workflow inspection). The set is slightly redundant rather than bloated, since the three plain-words entry points could plausibly collapse into fewer tools.

Completeness4/5

The surface covers the preview-only lifecycle well: resolve a capability, decompose a need into steps, find ready-made recipes, generate an importable workflow, and audit/gate an existing one. Execution and credential handling are explicitly delegated to the Apify Actor, so that is not a real gap, though there is no direct catalog/app browse or capability-listing operation for agents that already know the app they want.

Available Tools

5 tools
doDo it (find the capability, preview the exact call)A
Read-onlyIdempotent
Inspect

One tool for 3,631 app capabilities (n8n catalog + OpenAPI + MCP): say what should happen; get the exact call. Plain words in ('send an sms to +1 213 555 0100 saying hello', 'add a row to google sheets'); the matching capability is found, its required inputs are checked (values you said out loud — emails, #channels, +phones — are filled for you), and the exact HTTP/MCP request that would be sent is returned, with missing naming any input still needed. Preview only: this server never sends the request and never accepts credentials. A 'when …' need or several steps returns one preview per step; n8n-only steps come back as an importable n8n workflow. Running the request for real is offered separately by the Bridgecore Apify Actor (apify.com/bridgecore/bridgecore-automation-planner).

NameRequiredDescriptionDefault
needYesWhat should happen, in plain words. One action to run it ('text +1… saying hi'); 'when …' for a flow.
inputsNoValues for the capability's inputs by name (see `missing` in a dry run). Optional.
dry_runNoKept for compatibility; this server always previews and never sends.

Output Schema

NameRequiredDescription
ranNoreal calls made
needYes
noteNo
stepsNoper step: capability, request (headers masked), missing inputs, status/data/error
chargedNosuccessful calls billed
dry_runNotrue = nothing was sent
fee_usdNoprice per successful real call
workflowNon8n workflow when a step can only run inside n8n

TDQS

A4.3/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Adds substantial behavior beyond the annotations: the server is preview-only, never sends the request, and never accepts credentials; unmatched inputs come back in `missing`; values spoken in the need (emails, #channels, +phones) are auto-filled; multi-step needs fan out to one preview per step. This is exactly the operational context an agent needs before calling, and nothing contradicts readOnlyHint/idempotentHint/destructiveHint=false.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the core offer (plain words in, exact call out) and packed with concrete examples rather than filler. It is dense to the point of being semicolon-heavy, and the closing Actor promotion is borderline promotional, though it does redirect the agent for real execution.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with an output schema, the description covers the things structure cannot: preview-only semantics, credential handling, multi-step behavior, n8n workflow emission, and how to resolve incomplete inputs. Nothing an agent needs in order to call this correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3, but the description adds real meaning: values embedded in `need` are auto-extracted and filled, so `inputs` is a supplement rather than the primary channel, and `missing` from a prior call tells the agent what remains. That relationship between `need`, `inputs`, and the returned `missing` list is not derivable from the schema alone.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific function: take a plain-language need, match it against 3,631 app capabilities (n8n catalog + OpenAPI + MCP), and return the exact HTTP/MCP request as a preview. It also carves out the real-execution case (Bridgecore Apify Actor), which separates it from the execution path. It never names the sibling tools (find_recipe, plan_automation, make_n8n_workflow, inspect_workflow), so the boundary with those is left to inference.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives clear usage context: one action phrase runs a single capability, a 'when …' need or multiple steps yields one preview per step, and n8n-only steps return an importable workflow. It also states the exclusion that real sending is handled by a separate Actor. It stops short of saying when to prefer a sibling such as plan_automation or find_recipe.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

find_recipeFind a ready-made automation recipeA
Read-only
Inspect

Find a ready-made automation recipe for a plain-words need, e.g. 'when a typeform is submitted add a row to google sheets and send a slack message'. Returns the best matching recipes (apps chained with →, what it does, the n8n workflow JSON, the blanks to fill and accounts to connect) plus matching public n8n templates (title + official link). Covers connecting apps, automating a workflow, syncing tools, and getting notified when something happens.

NameRequiredDescriptionDefault
needYesWhat should happen, in plain words. Start with 'when …' for the trigger.
limitNoHow many recipes to return (1-10).

Output Schema

NameRequiredDescription
needYes
recipesNomatching tested recipes, each with its n8n workflow, blanks and accounts
planned_stepsNo
public_templatesNopublic n8n templates: title + official link

TDQS

A3.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations only declare readOnlyHint and openWorldHint; the description goes further and discloses the shape of the result (apps chained with →, what it does, the n8n workflow JSON, the blanks to fill, accounts to connect) plus supplementary public templates. No auth, rate-limit, or failure behavior is mentioned, and nothing contradicts the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the purpose sentence and the example, followed by return contents and coverage. Slightly long in the final 'Covers connecting apps…' clause, which lists near-synonyms, but overall it earns its space.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Inputs, expected result contents, and scope are all covered, and an output schema exists so return-value detail is not strictly required. An agent has enough to invoke it correctly; only explicit sibling routing is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds meaning by giving a full example need ("when a typeform is submitted add a row to google sheets…") and framing the input as plain words. That complements the schema's 'start with when…' hint without repeating it verbatim.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ("Find a ready-made automation recipe") and reinforces it with a concrete plain-words example, so the agent knows exactly what comes back. It does not explicitly distinguish itself from siblings like plan_automation or make_n8n_workflow, though "ready-made" implicitly separates it from workflow-building tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies when to use it (turning a plain-words need into a prebuilt recipe) and lists coverage areas such as connecting apps and getting notified. It never names an alternative tool or a condition under which a sibling is the better choice, so routing guidance is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

inspect_workflowCheck an existing n8n workflow before running itA
Read-only
Inspect

Read an existing n8n workflow JSON (a template from n8n.io, an export, anything) and say what it would do before it runs: every node's label (read-only / reversible / irreversible, computed from the node's own resource + operation), which irreversible steps (send, post, delete, pay) would run with nobody asked, which steps already have an approval in front of them, and which nodes have no account connected. With add_gates=true it returns a copy of the workflow with a one-tap Approve / Decline step (Slack, Telegram, Gmail…) wired in front of every such step. Nothing is run; the original is not modified.

NameRequiredDescriptionDefault
ask_viaNoWhere the Approve / Decline message goes.gmail
workflowYesThe n8n workflow JSON (nodes + connections), as exported or as a template's JSON.
add_gatesNoAlso return `gated_workflow`: a copy that asks before every irreversible step.

Output Schema

NameRequiredDescription
nameNo
gatedNo
nodesNoevery node: app, label, why, gated, has_account
riskyNoirreversible nodes with no approval in front
countsNonodes per label
to_fillNo
verdictYesone line: what would run without asking
verifiedNo
gated_workflowNoonly with add_gates: the workflow with Approve/Decline gates added
accounts_missingNo

TDQS

A4.6/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations only declare readOnlyHint and openWorldHint; the description adds real substance beyond them — how risk levels are derived ('computed from the node's own resource + operation'), what add_gates returns (a copy with an Approve/Decline step wired in), and explicit non-mutation guarantees. This is exactly the behavioral context annotations cannot carry.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single dense paragraph, front-loaded with the core action ('Read an existing n8n workflow JSON … say what it would do before it runs') followed by the enumerated outputs. Every clause is informative; only the parenthetical channel list is mildly expendable.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a read-only inspector with an output schema, complete annotations, and full schema coverage, the description covers everything an agent needs: what it reads, what it returns, the opt-in gating branch, and the no-side-effect guarantee. Nothing material is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so 3 is the baseline, but the description adds meaning: it explains the interaction model behind ask_via ('one-tap Approve / Decline step (Slack, Telegram, Gmail…)') and clarifies that add_gates yields a separate gated_workflow copy rather than altering the original. Adds modest value over the schema text, which already documents both optional params.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('read/inspect') and resource ('an existing n8n workflow JSON') and then enumerates exactly what it reports: per-node risk labels, ungated irreversible steps, existing approvals, and unconnected accounts. This clearly separates it from the mutation/creation siblings (make_n8n_workflow, plan_automation, do) without needing to name them.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

'before it runs' plus 'Nothing is run; the original is not modified' gives a clear usage context: pre-flight inspection of an existing workflow. It also explains the add_gates branch condition. It stops short of naming the sibling to use instead for authoring or executing, so it is clear context without explicit exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

make_n8n_workflowMake an importable n8n workflowA
Read-only
Inspect

Generate an importable n8n workflow JSON from a plain-words need, with every node wired in order, values said out loud already filled (emails, #channels, trigger events), plus the list of blanks only the person can fill and the credentials to connect. Shape-checked; the person tests it in n8n before turning it on. Say 'and ask me first' (or approval='always') and a one-tap approval gate — a Slack/Telegram/Gmail message with Approve / Decline buttons — goes in front of the step, so nothing is sent, posted, deleted or paid until the person taps Approve.

NameRequiredDescriptionDefault
nameNoWorkflow name shown in n8n (optional; made from the need when left out).
needYesWhat should happen, in plain words. Start with 'when …' for the trigger; add 'and ask me first' before a step the person wants to approve.
approvalNoauto = gate the steps the need asks to approve ('ask me first'); always = gate every irreversible step (send, post, delete, pay); never = no gates.auto

Output Schema

NameRequiredDescription
needYes
linksNo
stepsNoone per step: tool, reversibility (read-only / reversible / irreversible), approval_gate
to_fillNoblanks only the person can fill
accountsNocredentials to connect
approvalNowhich steps got an Approve/Decline gate, through which app, and how to add one
problemsNoshape-check findings (empty = clean)
workflowNoimportable n8n workflow JSON
how_to_importNo

TDQS

A4/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Without relying on annotations, the description discloses that the tool only produces JSON (shape-checked, human-tested before activation) and that the built-in approval gate blocks sends, posts, deletes and payments until a tap — squarely consistent with readOnlyHint=true. This is far more behavioral context than the annotations supply.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core purpose is front-loaded in the first clause and every element (output contents, blanks, approval gate) is substantive rather than filler. The prose is conversational and clause-heavy, which inflates length slightly, but nothing is clearly redundant.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return values need no explanation, and the description covers generation behavior, approval semantics, and the human-test-before-enable step. The only remaining gap is the lack of any differentiation from the sibling automation-planning tool, which leaves the agent to infer routing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents all three parameters. The description still adds practical phrasing guidance for 'need' (start with 'when …', insert 'and ask me first') and maps the spoken phrase to approval='always', giving marginal but real value beyond the schema text.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource — 'Generate an importable n8n workflow JSON from a plain-words need' — and enumerates what the output contains (wired nodes, pre-filled values, blanks, credentials). An agent can tell what it produces without opening the schema. It does not, however, distinguish itself from the sibling 'plan_automation', which plausibly covers similar ground.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives concrete usage instruction for the approval feature ('Say "and ask me first" (or approval=\'always\')') and notes the workflow is tested in n8n before being turned on, which frames expected usage. But there is no explicit when-to-use-this vs. the siblings (do, find_recipe, plan_automation), so routing guidance is only implied.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

plan_automationPlan an automation (tool per step)A
Read-only
Inspect

Turn a plain-words need into steps (one trigger + actions) and pick the concrete tool for each step from 3,000+ app capabilities (n8n nodes, OpenAPI, MCP). Reports a gap when the named app cannot do a step instead of substituting another app.

NameRequiredDescriptionDefault
needYesWhat should happen, in plain words: 'when <trigger> <action>, then <action>'.
alternativesNoRunner-up tools to list per step (1-5).

Output Schema

NameRequiredDescription
needYes
stepsNotrigger + actions, each with the best tool, alternatives, or a gap

TDQS

A3.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already establish readOnlyHint=true and openWorldHint=false, and the description adds genuinely useful behavior beyond that: it searches 3,000+ capabilities (n8n nodes, OpenAPI, MCP) and, distinctively, reports a gap rather than silently substituting a different app. That no-substitution policy is exactly the kind of behavioral trait an agent needs. It stops short of describing plan shape or failure modes.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, no filler, and the core action plus the gap-reporting guarantee are front-loaded. Every clause carries information about scope or behavior.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present and annotations covering the safety profile, the description only needs to supply scope and behavior, which it does. The remaining gap is pipeline positioning: nothing tells the agent how this relates to do or make_n8n_workflow, which matters for a planning tool in a multi-step toolset.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so both parameters (need, alternatives) are already fully documented, including the trigger/action phrasing and the 1-5 range. The description adds no syntax or meaning beyond the schema, which is the expected baseline here.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource: converts a plain-words need into a trigger+actions plan and selects a concrete tool per step from a large capability catalog. The scope is clear and clearly read-oriented, but it never names the siblings (do, make_n8n_workflow, find_recipe) that an agent would weigh it against.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is only implied: the tool is framed as the planning stage that precedes execution, so an agent can infer it should be called before 'do' or 'make_n8n_workflow'. There is no explicit when-to-use, when-not, or naming of alternatives, and no stated prerequisite tying it to the sibling tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Addedinspect_workflow
  2. 4 tool updates
    • Changeddo1 field changed
      • changedOutput schema / properties / steps / items / description
        Previous value: -"One step: text, kind (trigger/action), the chosen tool or a gap; irreversible (sends/posts/deletes/pays) and approval_gate (an Approve/Decline message runs first)."New value: +"One step: text, kind (trigger/action), the chosen tool or a gap; reversibility = read-only (changes nothing) / reversible (undo by hand) / irreversible (sends, posts, deletes, pays — out in the world), and approval_gate (an Approve/Decline message runs first)."
    • Changedfind_recipe1 field changed
      • changedOutput schema / properties / planned_steps / items / description
        Previous value: -"One step: text, kind (trigger/action), the chosen tool or a gap; irreversible (sends/posts/deletes/pays) and approval_gate (an Approve/Decline message runs first)."New value: +"One step: text, kind (trigger/action), the chosen tool or a gap; reversibility = read-only (changes nothing) / reversible (undo by hand) / irreversible (sends, posts, deletes, pays — out in the world), and approval_gate (an Approve/Decline message runs first)."
    • Changedmake_n8n_workflow1 field changed
      • addedOutput schema / properties / steps
        Added value: +{
        +  "description": "one per step: tool, reversibility (read-only / reversible / irreversible), approval_gate",
        +  "items": {
        +    "additionalProperties": true,
        +    "description": "One step: text, kind (trigger/action), the chosen tool or a gap; reversibility = read-only (changes nothing) / reversible (undo by hand) / irreversible (sends, posts, deletes, pays — out in the world), and approval_gate (an Approve/Decline message runs first).",
        +    "type": "object"
        +  },
        +  "type": "array"
        +}
    • Changedplan_automation1 field changed
      • changedOutput schema / properties / steps / items / description
        Previous value: -"One step: text, kind (trigger/action), the chosen tool or a gap; irreversible (sends/posts/deletes/pays) and approval_gate (an Approve/Decline message runs first)."New value: +"One step: text, kind (trigger/action), the chosen tool or a gap; reversibility = read-only (changes nothing) / reversible (undo by hand) / irreversible (sends, posts, deletes, pays — out in the world), and approval_gate (an Approve/Decline message runs first)."
  3. 4 tool updates
    • Changeddo1 field changed
      • changedOutput schema / properties / steps / items / description
        Previous value: -"One step: text, kind (trigger/action), the chosen tool or a gap."New value: +"One step: text, kind (trigger/action), the chosen tool or a gap; irreversible (sends/posts/deletes/pays) and approval_gate (an Approve/Decline message runs first)."
    • Changedfind_recipe1 field changed
      • changedOutput schema / properties / planned_steps / items / description
        Previous value: -"One step: text, kind (trigger/action), the chosen tool or a gap."New value: +"One step: text, kind (trigger/action), the chosen tool or a gap; irreversible (sends/posts/deletes/pays) and approval_gate (an Approve/Decline message runs first)."
    • Changedmake_n8n_workflow3 fields changed
      • addedInput schema / properties / approval
        Added value: +{
        +  "default": "auto",
        +  "description": "auto = gate the steps the need asks to approve ('ask me first'); always = gate every irreversible step (send, post, delete, pay); never = no gates.",
        +  "enum": [
        +    "auto",
        +    "always",
        +    "never"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / need / description
        Previous value: -"What should happen, in plain words. Start with 'when …' for the trigger."New value: +"What should happen, in plain words. Start with 'when …' for the trigger; add 'and ask me first' before a step the person wants to approve."
      • addedOutput schema / properties / approval
        Added value: +{
        +  "additionalProperties": true,
        +  "description": "which steps got an Approve/Decline gate, through which app, and how to add one",
        +  "type": "object"
        +}
    • Changedplan_automation1 field changed
      • changedOutput schema / properties / steps / items / description
        Previous value: -"One step: text, kind (trigger/action), the chosen tool or a gap."New value: +"One step: text, kind (trigger/action), the chosen tool or a gap; irreversible (sends/posts/deletes/pays) and approval_gate (an Approve/Decline message runs first)."
  4. 1 tool update
    • Changeddo1 field changed
      • changedInput schema / properties / dry_run / description
        Previous value: -"true (default): show the exact request, send nothing. false: make the call."New value: +"Kept for compatibility; this server always previews and never sends."
  5. 4 tool updates
    • Changeddo1 field changed
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "properties": {
        +    "charged": {
        +      "description": "successful calls billed",
        +      "type": "integer"
        +    },
        +    "dry_run": {
        +      "description": "true = nothing was sent",
        +      "type": "boolean"
        +    },
        +    "fee_usd": {
        +      "description": "price per successful real call",
        +      "type": "number"
        +    },
        +    "need": {
        +      "type": "string"
        +    },
        +    "note": {
        +      "type": "string"
        +    },
        +    "ran": {
        +      "description": "real calls made",
        +      "type": "integer"
        +    },
        +    "steps": {
        +      "description": "per step: capability, request (headers masked), missing inputs, status/data/error",
        +      "items": {
        +        "additionalProperties": true,
        +        "description": "One step: text, kind (trigger/action), the chosen tool or a gap.",
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "workflow": {
        +      "description": "n8n workflow when a step can only run inside n8n",
        +      "type": "object"
        +    }
        +  },
        +  "required": [
        +    "need"
        +  ],
        +  "type": "object"
        +}
    • Changedfind_recipe2 fields changed
      • addedInput schema / properties / limit / description
        Added value: +"How many recipes to return (1-10)."
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "properties": {
        +    "need": {
        +      "type": "string"
        +    },
        +    "planned_steps": {
        +      "items": {
        +        "additionalProperties": true,
        +        "description": "One step: text, kind (trigger/action), the chosen tool or a gap.",
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "public_templates": {
        +      "description": "public n8n templates: title + official link",
        +      "items": {
        +        "additionalProperties": true,
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "recipes": {
        +      "description": "matching tested recipes, each with its n8n workflow, blanks and accounts",
        +      "items": {
        +        "additionalProperties": true,
        +        "type": "object"
        +      },
        +      "type": "array"
        +    }
        +  },
        +  "required": [
        +    "need"
        +  ],
        +  "type": "object"
        +}
    • Changedmake_n8n_workflow3 fields changed
      • changedInput schema / properties / name / description
        Previous value: -"Workflow name (optional)"New value: +"Workflow name shown in n8n (optional; made from the need when left out)."
      • addedInput schema / properties / need / description
        Added value: +"What should happen, in plain words. Start with 'when …' for the trigger."
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "properties": {
        +    "accounts": {
        +      "description": "credentials to connect",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "how_to_import": {
        +      "type": "string"
        +    },
        +    "links": {
        +      "additionalProperties": true,
        +      "type": "object"
        +    },
        +    "need": {
        +      "type": "string"
        +    },
        +    "problems": {
        +      "description": "shape-check findings (empty = clean)",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "to_fill": {
        +      "description": "blanks only the person can fill",
        +      "items": {
        +        "additionalProperties": true,
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "workflow": {
        +      "description": "importable n8n workflow JSON",
        +      "type": "object"
        +    }
        +  },
        +  "required": [
        +    "need"
        +  ],
        +  "type": "object"
        +}
    • Changedplan_automation3 fields changed
      • addedInput schema / properties / alternatives / description
        Added value: +"Runner-up tools to list per step (1-5)."
      • addedInput schema / properties / need / description
        Added value: +"What should happen, in plain words: 'when <trigger> <action>, then <action>'."
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "properties": {
        +    "need": {
        +      "type": "string"
        +    },
        +    "steps": {
        +      "description": "trigger + actions, each with the best tool, alternatives, or a gap",
        +      "items": {
        +        "additionalProperties": true,
        +        "description": "One step: text, kind (trigger/action), the chosen tool or a gap.",
        +        "type": "object"
        +      },
        +      "type": "array"
        +    }
        +  },
        +  "required": [
        +    "need"
        +  ],
        +  "type": "object"
        +}
  6. 1 tool update
    • Addeddo
  7. 3 tool updates
    • First observedfind_recipe
    • First observedmake_n8n_workflow
    • First observedplan_automation

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