# Firecrawl related research papers

Needs id and intent.

Find related papers

- Tool ID: `firecrawl/research-related-papers`
- Name in the catalog: Find related papers
- Provider: [Firecrawl](/providers/firecrawl.md)
- Capability: [Deep research & cited answers](/tools/web-search/deep-research.md)
- Price: price pending
- Authentication: an authorised Agentik workspace is required for execution, including zero-price tools.

## Pricing contract

No price is recorded for this tool yet.


```json
{
  "model": "reported",
  "costPath": "",
  "requireCost": true,
  "maxUsdDefault": 0,
  "maxUsdCap": 0,
  "headroom": 1
}
```

Pricing source: [https://docs.firecrawl.dev/billing](https://docs.firecrawl.dev/billing). Standard monthly allowance $100/100,000 = $0.001/credit; marginal Standard overage $5/2,000 = $0.0025/credit. Gateway uses marginal cost; no automatic reload changed..

## Complete input schema


```json
{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "description": "Primary seed paper reference."
    },
    "intent": {
      "type": "string",
      "minLength": 1,
      "description": "Natural-language ranking/filtering intent used for semantic ranking."
    },
    "mode": {
      "type": "string",
      "enum": [
        "similar",
        "citers",
        "references"
      ],
      "default": "similar",
      "description": "Structural expansion mode."
    },
    "k": {
      "type": "integer",
      "minimum": 1,
      "maximum": 500,
      "default": 40,
      "description": "Maximum number of related papers to return."
    },
    "rerank": {
      "type": "boolean",
      "description": "Apply an additional rerank over fused candidates."
    },
    "anchor": {
      "type": "string",
      "description": "Additional seed paper reference. Repeat this parameter for multiple anchors."
    }
  },
  "required": [
    "id",
    "intent"
  ],
  "additionalProperties": false
}
```

## Published example

No example input is published for this tool. Ask for the inputs required by its schema.

## Execute and retrieve

Inspect again before execution, explain the price and obtain the required authority. Use MCP run_tool or POST /v1/run with this tool ID, valid input and an idempotency key. Save the returned run ID and follow the actual state. If Agentik answers that the tool is temporarily unavailable, do not retry it blindly; use discovery to propose an alternative.

A partial or uncertain result can still have consumed provider resources. Consult [billing](/docs/billing.md), [idempotency](/docs/idempotency.md) and [asynchronous results](/docs/async.md).

[Provider documentation](https://docs.firecrawl.dev/api-reference/v2-introduction)

[REST inspection](https://api.agentik.cc/v1/tools/firecrawl/research-related-papers) · [OpenAPI](/openapi.json) · [Connection guide](/connect.md)

---

[HTML page](/providers/firecrawl/research-related-papers) · [Agent index](/llms.txt)