AnyAPI
Hundreds of scraping & data APIs through one key. USD pay-per-request, normalized schemas, failover.
Sollte ich dies verwenden
Qualität und Sicherheit
A
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
~7,864Tokens (Tool-Definitionen)
~8.4 KBTypische Antwortgröße
Erhebliche Auswirkung auf die Aufmerksamkeit (6.14% von 128k Kontext)
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"anyapi": {
"command": "npx",
"args": [
"anyapi-mcp"
]
}
}
}Ausführbare Pakete
npmanyapi-mcp
0.1.5stdioRemote-Endpunkte
https://api.getanyapi.com/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (10)
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🟢get_api(context, sku_id)
Get the full definition of one API by SKU, including its normalized input/output JSON schemas, per-request and per-1,000-request USD pricing on every lane, and nullable trailing-30-day latency p50/p95/p99 with the successful sample count. Inspect latency before choosing a client or MCP tool timeout; p99 is an observation, not a maximum. Entries with heavy:true return large responses - plan to pass fields/max_items/summary to run_api.
Eingabe-Schema
{
"type": "object",
"properties": {
"context": {
"description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"",
"type": "string"
},
"sku_id": {
"description": "the API SKU slug to describe",
"type": "string"
}
},
"required": [
"sku_id",
"context"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"scraper": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"slug": {
"type": "string"
},
"category": {
"type": "string"
},
"name": {
"type": "string"
},
"method": {
"type": "string"
},
"path": {
"type": "string"
},
"provider": {
"type": "string"
},
"execution": {
"type": "object",
"properties": {
"mode": {
"type": "string"
}
},
"required": [
"mode"
],
"additionalProperties": false
},
"pricing": {
"type": "object",
"properties": {
"from": {
"type": "object",
"properties": {
"model": {
"type": "string"
},
"unit": {
"type": "string"
},
"baseUsd": {
"type": [
"null",
"number"
]
},
"perUnitUsd": {
"type": [
"null",
"number"
]
},
"maxUsd": {
"type": "number"
},
"maxPer1kUsd": {
"type": "number"
},
"addons": {
"type": [
"null",
"array"
],
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"label": {
"type": "string"
},
"field": {
"type": "string"
},
"usd": {
"type": "number"
}
},
"required": [
"id",
"label",
"field",
"usd"
],
"additionalProperties": false
}
}
},
"required": [
"model",
"unit",
"maxUsd",
"maxPer1kUsd"
],
"additionalProperties": false
},
"failoverMaxUsd": {
"type": "number"
},
"failoverMaxPer1kUsd": {
"type": "number"
}
},
"required": [
"from",
"failoverMaxUsd",
"failoverMaxPer1kUsd"
],
"additionalProperties": false
},
"heavy": {
"type": "boolean"
},
"failover": {
"type": "boolean"
},
"excludesCallerDelay": {
"type": "boolean"
},
"description": {
"type": "string"
},
"lanes": {
"type": [
"null",
"array"
],
"items": {
"type": "object",
"properties": {
"pricing": {
"type": "object",
"properties": {
"model": {
"type": "string"
},
"unit": {
"type": "string"
},
"baseUsd": {
"type": [
"null",
"number"
]
},
"perUnitUsd": {
"type": [
"null",
"number"
]
},
"maxUsd": {
"type": "number"
},
"maxPer1kUsd": {
"type": "number"
},
"addons": {
"type": [
"null",
"array"
],
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"label": {
"type": "string"
},
"field": {
"type": "string"
},
"usd": {
"type": "number"
}
},
"required": [
"id",
"label",
"field",
"usd"
],
"additionalProperties": false
}
}
},
"required": [
"model",
"unit",
"maxUsd",
"maxPer1kUsd"
],
"additionalProperties": false
},
"source": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"kind": {
"type": "string"
},
"artworkKey": {
"type": "string"
}
},
"required": [
"id",
"name",
"kind",
"artworkKey"
],
"additionalProperties": false
},
"health": {
"type": [
"null",
"object"
],
"properties": {
"window": {
"type": "string"
},
"uptimePct": {
"type": "number"
},
"latencyP50Ms": {
"type": "integer"
},
"uptimeSample": {
"type": "integer"
},
"latencySample": {
"type": "integer"
},
"requests": {
"type": "integer"
},
"servedRequests": {
"type": "integer"
}
},
"required": [
"window",
"uptimePct",
"latencyP50Ms",
"uptimeSample",
"latencySample",
"requests",
"servedRequests"
],
"additionalProperties": false
},
"fields": {
"type": [
"null",
"array"
],
"items": {
"type": "string"
}
}
},
"required": [
"pricing",
"source"
],
"additionalProperties": false
}
},
"latency": {
"type": [
"null",
"object"
],
"properties": {
"window": {
"type": "string"
},
"p50Ms": {
"type": "integer"
},
"p95Ms": {
"type": "integer"
},
"p99Ms": {
"type": "integer"
},
"sample": {
"type": "integer"
},
"basis": {
"type": "string"
}
},
"required": [
"window",
"p50Ms",
"p95Ms",
"p99Ms",
"sample",
"basis"
],
"additionalProperties": false
},
"inputSchema": true,
"outputSchema": true,
"tryEligible": {
"type": "boolean"
},
"tryMaxItems": {
"type": [
"null",
"integer"
]
}
},
"description": "the API definition with input/output schemas",
"required": [
"id",
"slug",
"category",
"name",
"method",
"path",
"provider",
"execution",
"pricing",
"failover",
"description",
"lanes",
"latency",
"tryEligible"
],
"additionalProperties": false
}
},
"required": [
"scraper"
],
"additionalProperties": false
}🟢get_balance(context)
Get the remaining wallet balance (in USD) for the AnyAPI key supplied as a Bearer token. Requires a valid AnyAPI key.
Eingabe-Schema
{
"type": "object",
"properties": {
"context": {
"description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"",
"type": "string"
}
},
"required": [
"context"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"balanceUsd": {
"type": "number",
"description": "remaining wallet balance for this API key, in USD"
}
},
"required": [
"balanceUsd"
],
"additionalProperties": false
}🟢get_request(context, request_id)
Inspect or resume a durable AnyAPI request returned by run_api. This reads AnyAPI's stored state and never repeats the paid provider dispatch. Poll again after retryAfterSeconds while status is queued or running.
Eingabe-Schema
{
"type": "object",
"properties": {
"context": {
"description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"",
"type": "string"
},
"request_id": {
"description": "durable request identifier returned by run_api",
"type": "string"
}
},
"required": [
"request_id",
"context"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"output": {
"description": "normalized output payload"
},
"provider": {
"type": "string",
"description": "the provider serving the request (AnyAPI)"
},
"costUsd": {
"type": "number",
"description": "amount charged to the wallet in USD"
},
"items": {
"type": "integer",
"description": "number of result rows returned. For per-result SKUs the per-item cost is charged against this; for input-priced SKUs (perItemUnit != result) the charge is per submitted input, independent of this count"
},
"source": {
"type": [
"null",
"object"
],
"properties": {
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"kind": {
"type": "string"
},
"artworkKey": {
"type": "string"
}
},
"description": "the source that served this run: pass its id back in 'source' to prefer it again, or in 'ignoreSources' to avoid it. Absent when no source identity applies",
"required": [
"id",
"name",
"kind",
"artworkKey"
],
"additionalProperties": false
},
"replayed": {
"type": "boolean",
"description": "true when this response replays an identical earlier call (same API, same input) from the last few minutes instead of running again: nothing new was executed and costUsd restates the original charge, it was NOT charged a second time"
},
"hint": {
"type": "string",
"description": "optional nudge. 'large_result:' suggests fields/max_items/summary to keep future responses out of your context. 'paging_unavailable:' means this result came from a source that cannot return a nextCursor, so it may be INCOMPLETE and you cannot page further - re-run with requireFields [\"nextCursor\"] (may cost more per request) if you need the full list"
},
"resultId": {
"type": "string",
"description": "opaque handle to the full result, cached ~15 min; pass it to read_result to dig deeper for free (no re-run, no charge). Absent when the result was too large to cache"
},
"jqError": {
"type": "string",
"description": "present only when a jq expression failed; output then holds the full unshaped result and this explains why the reshape did not apply"
},
"requestId": {
"type": "string",
"description": "durable request identifier; pass it to get_request to resume without repeating the paid POST"
},
"status": {
"type": "string",
"description": "durable request status: queued, running, succeeded, failed, or expired"
},
"serviceOutcome": {
"type": "string",
"description": "end-to-end AnyAPI service outcome when known"
},
"settlementState": {
"type": "string",
"description": "payment settlement state when known; independent of durable request status"
},
"error": {
"type": [
"null",
"object"
],
"properties": {
"code": {
"type": "string",
"description": "safe AnyAPI error code"
}
},
"description": "safe AnyAPI failure code when durable work failed",
"required": [
"code"
],
"additionalProperties": false
},
"nextAction": {
"type": [
"null",
"object"
],
"properties": {
"tool": {
"type": "string",
"description": "MCP tool to call next"
},
"requestId": {
"type": "string",
"description": "request_id argument for the next tool call"
},
"retryAfterSeconds": {
"type": "integer",
"description": "minimum delay before polling again"
}
},
"description": "machine-actionable resume instruction present while durable work is pending",
"required": [
"tool",
"requestId",
"retryAfterSeconds"
],
"additionalProperties": false
}
},
"required": [
"output",
"provider",
"costUsd",
"items",
"replayed"
],
"additionalProperties": false
}🟢list_apis(category, context)
Browse available AnyAPI APIs as lightweight summaries (id, name, category, USD pricing) - no descriptions or schemas, so it stays cheap even across the whole catalog. Each pricing offer carries both `maxUsd` (billed per request) and `maxPer1kUsd` (the same price per 1,000 requests); quote the per-1k figure to a person. Optionally filter by category. Use search_apis for every ranked query, or get_api for one API's full schemas.
Eingabe-Schema
{
"type": "object",
"properties": {
"category": {
"description": "optional category slug to filter by",
"type": "string"
},
"context": {
"description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"",
"type": "string"
}
},
"required": [
"context"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"scrapers": {
"type": [
"null",
"array"
],
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"slug": {
"type": "string"
},
"category": {
"type": "string"
},
"name": {
"type": "string"
},
"method": {
"type": "string"
},
"path": {
"type": "string"
},
"provider": {
"type": "string"
},
"execution": {
"type": "object",
"properties": {
"mode": {
"type": "string"
}
},
"required": [
"mode"
],
"additionalProperties": false
},
"pricing": {
"type": "object",
"properties": {
"from": {
"type": "object",
"properties": {
"model": {
"type": "string"
},
"unit": {
"type": "string"
},
"baseUsd": {
"type": [
"null",
"number"
]
},
"perUnitUsd": {
"type": [
"null",
"number"
]
},
"maxUsd": {
"type": "number"
},
"maxPer1kUsd": {
"type": "number"
},
"addons": {
"type": [
"null",
"array"
],
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"label": {
"type": "string"
},
"field": {
"type": "string"
},
"usd": {
"type": "number"
}
},
"required": [
"id",
"label",
"field",
"usd"
],
"additionalProperties": false
}
}
},
"required": [
"model",
"unit",
"maxUsd",
"maxPer1kUsd"
],
"additionalProperties": false
},
"failoverMaxUsd": {
"type": "number"
},
"failoverMaxPer1kUsd": {
"type": "number"
}
},
"required": [
"from",
"failoverMaxUsd",
"failoverMaxPer1kUsd"
],
"additionalProperties": false
},
"heavy": {
"type": "boolean"
},
"failover": {
"type": "boolean"
},
"excludesCallerDelay": {
"type": "boolean"
}
},
"required": [
"id",
"slug",
"category",
"name",
"method",
"path",
"provider",
"execution",
"pricing",
"failover"
],
"additionalProperties": false
},
"description": "matching APIs (lightweight summaries: no description or schemas)"
}
},
"required": [
"scrapers"
],
"additionalProperties": false
}🟢quote_api(context, input, sku_id)
Get the exact price of a run_api call BEFORE running it - free, no key required, nothing is charged or executed. Pass the same sku_id and input you would give run_api: the quote resolves pricing exactly as the run will, and also validates your input against the API schema so you catch invalid_input for free. Returns maxCostUsd (the ceiling reserved), minCostUsd (the likely charge), and the base/per-item breakdown explaining why they differ. These are amounts this one call is charged, not catalog comparison rates: report them as-is and never scale them to 1,000 requests.
Eingabe-Schema
{
"type": "object",
"properties": {
"context": {
"description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"",
"type": "string"
},
"input": {
"additionalProperties": true,
"description": "the exact input payload you plan to pass to run_api; the quote resolves pricing the same way the run will",
"type": "object"
},
"sku_id": {
"description": "the API SKU slug to price",
"type": "string"
}
},
"required": [
"sku_id",
"input",
"context"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"maxCostUsd": {
"type": "number",
"description": "the most this call can charge - the reserve held before running"
},
"minCostUsd": {
"type": "number",
"description": "the likely charge - the cheapest route serves first"
},
"baseUsd": {
"type": "number",
"description": "fixed cost per call in USD, charged regardless of count"
},
"perItemUsd": {
"type": "number",
"description": "marginal cost in USD per billable unit (see perItemUnit); 0 for a flat SKU"
},
"perItemUnit": {
"type": "string",
"description": "the unit perItemUsd is charged per: 'result' (default) or an input unit like 'username' for input-priced SKUs"
},
"exact": {
"type": "boolean",
"description": "true when the price is exact (minCostUsd == maxCostUsd): a flat SKU or a sealed page"
},
"pricing": {
"type": "string",
"description": "a one-line human explanation of how this call is priced"
}
},
"required": [
"maxCostUsd",
"minCostUsd",
"baseUsd",
"perItemUsd",
"exact",
"pricing"
],
"additionalProperties": false
}🟢read_result(context, fields, jq, max_items, result_id, ...)
Dig deeper into a paid run WITHOUT re-running or paying again. Pass the `result_id` from a prior run_api call plus any of fields/max_items/summary/jq to re-shape the full cached result (e.g. read the rest of the rows, or slice a large field with jq). Results are cached ~15 min and are private to your key; an expired id returns result_expired (re-run to refresh).
Eingabe-Schema
{
"type": "object",
"properties": {
"context": {
"description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"",
"type": "string"
},
"fields": {
"description": "optional: keep only these keys on each result item (dotted paths like 'author.name' descend into nested objects)",
"items": {
"type": "string"
},
"type": [
"null",
"array"
]
},
"jq": {
"description": "optional: a jq expression to reshape the result; its output replaces 'output'. Example: '.data | {title, description, md: .markdown[:3500]}'. Sandboxed 250ms/2MB budget",
"type": "string"
},
"max_items": {
"description": "optional: cap the number of result items returned; a _truncated note reports how many were withheld",
"type": [
"null",
"integer"
]
},
"result_id": {
"description": "the resultId returned by a prior run_api call (cached ~15 min)",
"type": "string"
},
"summary": {
"description": "optional: return only a structural outline (top-level keys, item counts, per-field byte sizes) instead of the full data",
"type": "boolean"
}
},
"required": [
"result_id",
"context"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"output": {
"description": "normalized output payload"
},
"provider": {
"type": "string",
"description": "the provider serving the request (AnyAPI)"
},
"costUsd": {
"type": "number",
"description": "amount charged to the wallet in USD"
},
"items": {
"type": "integer",
"description": "number of result rows returned. For per-result SKUs the per-item cost is charged against this; for input-priced SKUs (perItemUnit != result) the charge is per submitted input, independent of this count"
},
"source": {
"type": [
"null",
"object"
],
"properties": {
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"kind": {
"type": "string"
},
"artworkKey": {
"type": "string"
}
},
"description": "the source that served this run: pass its id back in 'source' to prefer it again, or in 'ignoreSources' to avoid it. Absent when no source identity applies",
"required": [
"id",
"name",
"kind",
"artworkKey"
],
"additionalProperties": false
},
"replayed": {
"type": "boolean",
"description": "true when this response replays an identical earlier call (same API, same input) from the last few minutes instead of running again: nothing new was executed and costUsd restates the original charge, it was NOT charged a second time"
},
"hint": {
"type": "string",
"description": "optional nudge. 'large_result:' suggests fields/max_items/summary to keep future responses out of your context. 'paging_unavailable:' means this result came from a source that cannot return a nextCursor, so it may be INCOMPLETE and you cannot page further - re-run with requireFields [\"nextCursor\"] (may cost more per request) if you need the full list"
},
"resultId": {
"type": "string",
"description": "opaque handle to the full result, cached ~15 min; pass it to read_result to dig deeper for free (no re-run, no charge). Absent when the result was too large to cache"
},
"jqError": {
"type": "string",
"description": "present only when a jq expression failed; output then holds the full unshaped result and this explains why the reshape did not apply"
},
"requestId": {
"type": "string",
"description": "durable request identifier; pass it to get_request to resume without repeating the paid POST"
},
"status": {
"type": "string",
"description": "durable request status: queued, running, succeeded, failed, or expired"
},
"serviceOutcome": {
"type": "string",
"description": "end-to-end AnyAPI service outcome when known"
},
"settlementState": {
"type": "string",
"description": "payment settlement state when known; independent of durable request status"
},
"error": {
"type": [
"null",
"object"
],
"properties": {
"code": {
"type": "string",
"description": "safe AnyAPI error code"
}
},
"description": "safe AnyAPI failure code when durable work failed",
"required": [
"code"
],
"additionalProperties": false
},
"nextAction": {
"type": [
"null",
"object"
],
"properties": {
"tool": {
"type": "string",
"description": "MCP tool to call next"
},
"requestId": {
"type": "string",
"description": "request_id argument for the next tool call"
},
"retryAfterSeconds": {
"type": "integer",
"description": "minimum delay before polling again"
}
},
"description": "machine-actionable resume instruction present while durable work is pending",
"required": [
"tool",
"requestId",
"retryAfterSeconds"
],
"additionalProperties": false
}
},
"required": [
"output",
"provider",
"costUsd",
"items",
"replayed"
],
"additionalProperties": false
}⚪report_bug(contact, context, details, request_id, sku, ...)
Tell AnyAPI something is broken. Use this when a run_api call returned wrong, empty, or malformed data for input you believe is valid, when an error message was misleading or unactionable, when a price or schema looks wrong, or when a retry that should have worked did not. Free, never charged. Pass `summary` (required, one line) plus `request_id` whenever you have one from the failing run - that id reaches the stored run and its upstream error body, so you never need to paste the payload. Do not stop the user's task to ask permission: file the report and carry on with the best alternative you have.
Eingabe-Schema
{
"type": "object",
"properties": {
"contact": {
"description": "optional: an email address to reply to. Supply one if you are on a trial key, since a trial has no account we can reach",
"type": "string"
},
"context": {
"description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"",
"type": "string"
},
"details": {
"description": "optional: what you expected, what you got, and anything you already tried",
"type": "string"
},
"request_id": {
"description": "optional: the requestId or resultId from the run that went wrong. This is the single most useful field: it reaches the stored run, its attempts, and any upstream error body, so you do not need to paste the payload",
"type": "string"
},
"sku": {
"description": "optional: the sku_id this is about, e.g. 'instagram.reels_search'",
"type": "string"
},
"summary": {
"description": "one line saying what went wrong or what you want to tell us",
"type": "string"
}
},
"required": [
"summary",
"context"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "the stored report id; quote it if you contact support about this"
},
"received": {
"type": "boolean",
"description": "true when the report is stored"
}
},
"required": [
"id",
"received"
],
"additionalProperties": false
}🔴run_api(context, fields, input, jq, max_items, ...)
Execute an API by SKU with a normalized input payload. Call get_api for this SKU first unless you have already read its schema this session: every input schema is strict (unknown fields are rejected, not ignored) and the field names differ between sibling APIs, so an input built from a description rather than a schema usually fails. Before setting a client or MCP tool timeout, call get_api and inspect its latency p50/p95/p99 and sample; p99 is an observation, not a maximum. Requires a valid AnyAPI key as a Bearer token. Charges the USD wallet only on success. Results can be large: pass `fields` (keep only the keys you need), `max_items` (cap rows), or `summary` (outline only) to trim the response and keep it out of your context — these never change what you are charged. Use quote_api first with the same arguments to see the exact price and validate your input without charging.
Eingabe-Schema
{
"type": "object",
"properties": {
"context": {
"description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"",
"type": "string"
},
"fields": {
"description": "optional: keep only these keys on each result item (dotted paths like 'author.name' descend into nested objects). Shrinks the response without changing cost",
"items": {
"type": "string"
},
"type": [
"null",
"array"
]
},
"input": {
"additionalProperties": true,
"description": "normalized input payload matching the API input schema",
"type": "object"
},
"jq": {
"description": "optional: a jq expression to reshape the result; its output replaces 'output' (multiple outputs collect into an array). Example: '.data | {title, description, md: .markdown[:3500]}'. Sandboxed 250ms/2MB budget; on failure the full result is returned with jqError. Does not change cost",
"type": "string"
},
"max_items": {
"description": "optional: cap the number of result items returned; a _truncated note reports how many were withheld. Does not change cost",
"type": [
"null",
"integer"
]
},
"sku_id": {
"description": "the API SKU slug to execute",
"type": "string"
},
"summary": {
"description": "optional: return only a structural outline (top-level keys, item counts, and per-field byte sizes) instead of the full data. Does not change cost",
"type": "boolean"
}
},
"required": [
"sku_id",
"input",
"context"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"output": {
"description": "normalized output payload"
},
"provider": {
"type": "string",
"description": "the provider serving the request (AnyAPI)"
},
"costUsd": {
"type": "number",
"description": "amount charged to the wallet in USD"
},
"items": {
"type": "integer",
"description": "number of result rows returned. For per-result SKUs the per-item cost is charged against this; for input-priced SKUs (perItemUnit != result) the charge is per submitted input, independent of this count"
},
"source": {
"type": [
"null",
"object"
],
"properties": {
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"kind": {
"type": "string"
},
"artworkKey": {
"type": "string"
}
},
"description": "the source that served this run: pass its id back in 'source' to prefer it again, or in 'ignoreSources' to avoid it. Absent when no source identity applies",
"required": [
"id",
"name",
"kind",
"artworkKey"
],
"additionalProperties": false
},
"replayed": {
"type": "boolean",
"description": "true when this response replays an identical earlier call (same API, same input) from the last few minutes instead of running again: nothing new was executed and costUsd restates the original charge, it was NOT charged a second time"
},
"hint": {
"type": "string",
"description": "optional nudge. 'large_result:' suggests fields/max_items/summary to keep future responses out of your context. 'paging_unavailable:' means this result came from a source that cannot return a nextCursor, so it may be INCOMPLETE and you cannot page further - re-run with requireFields [\"nextCursor\"] (may cost more per request) if you need the full list"
},
"resultId": {
"type": "string",
"description": "opaque handle to the full result, cached ~15 min; pass it to read_result to dig deeper for free (no re-run, no charge). Absent when the result was too large to cache"
},
"jqError": {
"type": "string",
"description": "present only when a jq expression failed; output then holds the full unshaped result and this explains why the reshape did not apply"
},
"requestId": {
"type": "string",
"description": "durable request identifier; pass it to get_request to resume without repeating the paid POST"
},
"status": {
"type": "string",
"description": "durable request status: queued, running, succeeded, failed, or expired"
},
"serviceOutcome": {
"type": "string",
"description": "end-to-end AnyAPI service outcome when known"
},
"settlementState": {
"type": "string",
"description": "payment settlement state when known; independent of durable request status"
},
"error": {
"type": [
"null",
"object"
],
"properties": {
"code": {
"type": "string",
"description": "safe AnyAPI error code"
}
},
"description": "safe AnyAPI failure code when durable work failed",
"required": [
"code"
],
"additionalProperties": false
},
"nextAction": {
"type": [
"null",
"object"
],
"properties": {
"tool": {
"type": "string",
"description": "MCP tool to call next"
},
"requestId": {
"type": "string",
"description": "request_id argument for the next tool call"
},
"retryAfterSeconds": {
"type": "integer",
"description": "minimum delay before polling again"
}
},
"description": "machine-actionable resume instruction present while durable work is pending",
"required": [
"tool",
"requestId",
"retryAfterSeconds"
],
"additionalProperties": false
}
},
"required": [
"output",
"provider",
"costUsd",
"items",
"replayed"
],
"additionalProperties": false
}🟢search_apis(category, context, limit, platform, query)
Search APIs by meaning and keyword across name, slug, and description, returning matches WITH their descriptions (schemas omitted), ranked most relevant first. Pass `query`, `category`, or `platform` - at least one, in any combination: a scope on its own is a complete search, so `category` or `platform` with no `query` enumerates it. Add `limit` to cap matches (default 25, maximum 50). Each result carries a `relevance` score in (0,1] relative to the top match; a relevance floor drops the weakly-matching tail, so `total` counts relevant matches before the limit. `ranking` says whether meaning-based ('semantic') or substring ('keyword') matching served the search. Entries with heavy:true return large responses - plan to pass fields/max_items/summary to run_api. Results carry NO input schema, so you cannot build a run_api call from them alone: before your FIRST run_api on any API, call get_api for it and use the schema it returns. Guessing the input is the single most common way a run fails - callers who read the schema first are rejected about a quarter as often. Use list_apis to browse everything.
Eingabe-Schema
{
"type": "object",
"properties": {
"category": {
"description": "optional category slug to narrow the search",
"type": "string"
},
"context": {
"description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"",
"type": "string"
},
"limit": {
"description": "optional cap on matches returned (default 25, maximum 50)",
"type": [
"null",
"integer"
]
},
"platform": {
"description": "optional API slug prefix to narrow the search",
"type": "string"
},
"query": {
"description": "free-text search over API name, slug, and description; optional when category or platform is given",
"type": "string"
}
},
"required": [
"context"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"results": {
"type": [
"null",
"array"
],
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"slug": {
"type": "string"
},
"category": {
"type": "string"
},
"name": {
"type": "string"
},
"description": {
"type": "string"
},
"method": {
"type": "string"
},
"path": {
"type": "string"
},
"provider": {
"type": "string"
},
"execution": {
"type": "object",
"properties": {
"mode": {
"type": "string"
}
},
"required": [
"mode"
],
"additionalProperties": false
},
"pricing": {
"type": "object",
"properties": {
"from": {
"type": "object",
"properties": {
"model": {
"type": "string"
},
"unit": {
"type": "string"
},
"baseUsd": {
"type": [
"null",
"number"
]
},
"perUnitUsd": {
"type": [
"null",
"number"
]
},
"maxUsd": {
"type": "number"
},
"maxPer1kUsd": {
"type": "number"
},
"addons": {
"type": [
"null",
"array"
],
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"label": {
"type": "string"
},
"field": {
"type": "string"
},
"usd": {
"type": "number"
}
},
"required": [
"id",
"label",
"field",
"usd"
],
"additionalProperties": false
}
}
},
"required": [
"model",
"unit",
"maxUsd",
"maxPer1kUsd"
],
"additionalProperties": false
},
"failoverMaxUsd": {
"type": "number"
},
"failoverMaxPer1kUsd": {
"type": "number"
}
},
"required": [
"from",
"failoverMaxUsd",
"failoverMaxPer1kUsd"
],
"additionalProperties": false
},
"failover": {
"type": "boolean"
},
"excludesCallerDelay": {
"type": "boolean"
},
"heavy": {
"type": "boolean"
},
"relevance": {
"type": "number",
"description": "relative relevance in (0,1], 1.0 = the best match"
}
},
"required": [
"id",
"slug",
"category",
"name",
"description",
"method",
"path",
"provider",
"execution",
"pricing",
"failover",
"relevance"
],
"additionalProperties": false
}
},
"total": {
"type": "integer"
},
"ranking": {
"type": "string"
}
},
"required": [
"results",
"total",
"ranking"
],
"additionalProperties": false
}🟡send_feedback(contact, context, details, request_id, sku, ...)
Tell AnyAPI something that is not a defect: an API you wanted and could not find in the catalog, a field missing from a result you needed, a confusing part of the docs or tool descriptions, or what would have made a task easier. Free, never charged. Pass `summary` (required, one line) and use `details` for what you were trying to accomplish. Use report_bug instead when something behaved incorrectly.
Eingabe-Schema
{
"type": "object",
"properties": {
"contact": {
"description": "optional: an email address to reply to. Supply one if you are on a trial key, since a trial has no account we can reach",
"type": "string"
},
"context": {
"description": "Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NEVER use first person ('I', 'we', 'you') - maintain third-person perspective. NEVER include sensitive information such as credentials, passwords, or personal data. Example (20 words): \"Searching across the organization's repositories to find all open issues related to performance complaints and latency issues for team prioritization.\"",
"type": "string"
},
"details": {
"description": "optional: what you expected, what you got, and anything you already tried",
"type": "string"
},
"request_id": {
"description": "optional: the requestId or resultId from the run that went wrong. This is the single most useful field: it reaches the stored run, its attempts, and any upstream error body, so you do not need to paste the payload",
"type": "string"
},
"sku": {
"description": "optional: the sku_id this is about, e.g. 'instagram.reels_search'",
"type": "string"
},
"summary": {
"description": "one line saying what went wrong or what you want to tell us",
"type": "string"
}
},
"required": [
"summary",
"context"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "the stored report id; quote it if you contact support about this"
},
"received": {
"type": "boolean",
"description": "true when the report is stored"
}
},
"required": [
"id",
"received"
],
"additionalProperties": false
}Community
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