Requstory MCP

Requstory maps how a company works from its website, identifies operational gaps, and runs B2B order-to-cash processes using AI agents. It allows agents to map websites, read process models, ask questions about organizational structure, and execute order-to-cash workflows with human-in-the-loop exception handling.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Vendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-01Operated by Requstory

You need:Sign in with Google, open Profile, and create a key under API keys.Public endpoints work without a key: 10 calls a minute.With a key: 60 calls a minute and 5 new maps a day.Requ AI answers (ai=true) use your account credits.

MCP endpoint (Streamable HTTP)

https://requstory.com/mcp

Vendor documentation

What you can do with it

Map a company website to identify teams, processes, and gaps
Run B2B order-to-cash agents for orders, shipping, and payments
Check AI readiness of a company website
Order an AI readiness report

Source and maintenance

Vendor evidenceRegistry 1.2.0

mcp-registry: com.requstory/mcp@1.2.0 Project website

Protocol and capabilities

Server: requstory 1.2.0
MCP protocol: 2025-06-18
Tools: 19 advertised
Resources: 1 advertised
Resource templates: 2 advertised
Prompts: Not advertised

Server-advertised capabilities

{
  "tools": {
    "listChanged": false
  },
  "resources": {
    "listChanged": false
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Requstory maps how a company works from its public website (customer journey, teams, processes, handoffs) and finds the gaps that make it hard to buy from or work with. Public tools (no key): search_companies, get_company_score, check_ai_readiness, order_readiness_report, get_report_order, start_o2c_demo. Account tools need an API key from the Requstory profile, sent as "Authorization: Bearer rqs_…": map_website, get_map_job, list_maps, get_map, ask_map, get_ai_company, start_o2c_run, get_account. Typical flow: search_companies → get_company_score for a known company; map_website → get_map → ask_map for any website. For a full $1 AI readiness report for a company: order_readiness_report gives a Stripe link the person pays on (never pay for them), then get_report_order follows it; the PDF is emailed about 2 minutes after payment. Order to cash (selling agents for a B2B online store): start_o2c_demo (no key) or start_o2c_run (a business's own data, key) → advance_o2c_run → list_o2c_exceptions → resolve_o2c_exception → advance_o2c_run again; get_o2c_order and export_o2c_run for the record. The agents stop and ask a person about credit limits, short stock, packing, reminders, unclear payments and returns. Only resolve an exception with the choice the person gave you; never pick one for them.

Tools

19 advertised

search_companies — Search companies

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

Find companies Requstory has already mapped and scored from their public websites, by name or website. Use this first to get the "slug" for get_company_score. For a company that is not found, use check_ai_readiness (quick, public) or map_website (full map, needs a key).

search_companies input schema

{
  "type": "object",
  "required": [],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Up to 50; default 10."
    },
    "query": {
      "type": "string",
      "description": "Part of a company name or website, e.g. \"stripe\"."
    },
    "industry": {
      "type": "string",
      "description": "Optional industry id, e.g. \"dental\" or \"payments-fintech\"."
    }
  },
  "additionalProperties": false
}

search_companies annotations

{
  "title": "Search companies",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

get_company_score — Get company ease score

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

Get a public company's ease-of-doing-business score (0–100, four parts: find and understand, get started online, get help, AI-agent ready), its ranking place, and the gaps that cost it points, most costly first, with proof. Use after search_companies. For a site with no public page, use check_ai_readiness instead.

get_company_score input schema

{
  "type": "object",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "description": "Company slug from search_companies, e.g. \"posthog-com\"."
    }
  },
  "additionalProperties": false
}

get_company_score annotations

{
  "title": "Get company ease score",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

check_ai_readiness — Check AI-agent readiness

Advertised by the server during the last successful anonymous check.

Open-world

Check whether AI agents can read, understand and act on any website (bots allowed, readable pages, product data, checkout, help). Reads up to 3 public pages; results are kept for 24 hours and public at requstory.com/ai-readiness/<domain>/. Faster and narrower than map_website. If status is "queued" or "running", call again with start=false.

check_ai_readiness input schema

{
  "type": "object",
  "required": [
    "website"
  ],
  "properties": {
    "start": {
      "type": "boolean",
      "description": "Start a new check if none is fresh (default true). Use false to only read the result."
    },
    "website": {
      "type": "string",
      "description": "Website address or domain, e.g. \"posthog.com\" or \"https://www.example.co.uk\"."
    }
  },
  "additionalProperties": false
}

check_ai_readiness annotations

{
  "title": "Check AI-agent readiness",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

order_readiness_report — Order a $1 AI readiness report

Advertised by the server during the last successful anonymous check.

Open-world

Order the 9-page AI readiness report for a company, made and emailed by Requstory's AI agents about 2 minutes after payment: company map, every process step by step (agent alone, agent prepares, person), the three best places to start with tested models, ease score against similar companies and a 30-day plan. Price 1.00 USD. Returns checkoutUrl: give it to the person to pay on Stripe; never pay for them. Refunded automatically if the website can't be read. Sample: https://requstory.com/store/sample/

order_readiness_report input schema

{
  "type": "object",
  "required": [
    "website",
    "companyName",
    "buyerName",
    "email"
  ],
  "properties": {
    "email": {
      "type": "string",
      "description": "Where the report is emailed. Use the person's own address with their consent."
    },
    "volume": {
      "type": "integer",
      "minimum": 1,
      "description": "Optional: about how many orders, invoices or customer messages a month, so costs and savings are theirs."
    },
    "website": {
      "type": "string",
      "description": "Website address or domain, e.g. \"posthog.com\" or \"https://www.example.co.uk\"."
    },
    "buyerName": {
      "type": "string",
      "description": "Name of the person ordering."
    },
    "companyName": {
      "type": "string",
      "description": "Company name, printed on every page."
    }
  },
  "additionalProperties": false
}

order_readiness_report annotations

{
  "title": "Order a $1 AI readiness report",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

get_report_order — Get a report order

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

Status and live timeline of an AI readiness report order: every step, and whether an agent, code or a person did it. Status: awaiting_payment, in_progress, delivered, exception, refunded or cancelled.

get_report_order input schema

{
  "type": "object",
  "required": [
    "token"
  ],
  "properties": {
    "token": {
      "type": "string",
      "description": "token returned by order_readiness_report."
    }
  },
  "additionalProperties": false
}

get_report_order annotations

{
  "title": "Get a report order",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

map_website — Map a website

Advertised by the server during the last successful anonymous check.

Open-world

Map how a company works from up to 6 pages of its public website: customer journey, teams, processes and handoffs. The map is saved to your Requstory account (free; 5 a day). Waits up to 25 seconds; if the job is still running, poll get_map_job. Then read it with get_map. Needs an API key.

map_website input schema

{
  "type": "object",
  "required": [
    "website"
  ],
  "properties": {
    "website": {
      "type": "string",
      "description": "Website address or domain, e.g. \"posthog.com\" or \"https://www.example.co.uk\"."
    }
  },
  "additionalProperties": false
}

map_website annotations

{
  "title": "Map a website",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

get_map_job — Get map job status

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

Check a map_website job that was still running. When status is "complete" it returns mapId for get_map. Needs an API key.

get_map_job input schema

{
  "type": "object",
  "required": [
    "jobId"
  ],
  "properties": {
    "jobId": {
      "type": "string",
      "description": "jobId returned by map_website."
    }
  },
  "additionalProperties": false
}

get_map_job annotations

{
  "title": "Get map job status",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

list_maps — List my maps

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

List the maps saved in your Requstory account (newest first) with their ids. Use to find a mapId for get_map or ask_map. Needs an API key.

list_maps input schema

{
  "type": "object",
  "required": [],
  "properties": {},
  "additionalProperties": false
}

list_maps annotations

{
  "title": "List my maps",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

get_map — Get a map

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

Read a saved map in brief: journey stages, teams with owners and processes, teams with no owner, checks peers pass but this company misses, AI-agent readiness gaps, fix progress and source pages. Set full=true for the whole JSON model. Use ask_map for a specific question instead. Needs an API key.

get_map input schema

{
  "type": "object",
  "required": [
    "mapId"
  ],
  "properties": {
    "full": {
      "type": "boolean",
      "description": "Include the full JSON model (large). Default false."
    },
    "mapId": {
      "type": "string",
      "description": "Saved map id (uuid) from list_maps or map_website."
    }
  },
  "additionalProperties": false
}

get_map annotations

{
  "title": "Get a map",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

ask_map — Ask about a map

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

Ask a question about a saved map. By default it answers free from the map's website pages and entries, with citations. Set ai=true for a written Requ AI answer, which uses account credits (Team). Prefer get_map for an overview. Needs an API key.

ask_map input schema

{
  "type": "object",
  "required": [
    "mapId",
    "question"
  ],
  "properties": {
    "ai": {
      "type": "boolean",
      "description": "Use Requ AI (uses credits). Default false."
    },
    "mapId": {
      "type": "string",
      "description": "Saved map id (uuid) from list_maps or map_website."
    },
    "question": {
      "type": "string",
      "description": "The question, up to 1,000 characters."
    }
  },
  "additionalProperties": false
}

ask_map annotations

{
  "title": "Ask about a map",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

get_ai_company — Get an AI-run company template

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

Get a made-up company run end to end by AI agents, built from real public company maps, as a Requ template: teams as agent lanes, the model for each step, steps a person keeps, and monthly model cost. Use it as a starting point to design an AI-agent-run business; edit the Requ and render it with npx @requstory/cli. Needs an API key.

get_ai_company input schema

{
  "type": "object",
  "required": [
    "company"
  ],
  "properties": {
    "mix": {
      "enum": [
        "mixed",
        "large",
        "small"
      ],
      "type": "string",
      "description": "Model mix: mixed (default), large or small."
    },
    "name": {
      "type": "string",
      "description": "Optional company name for the template."
    },
    "company": {
      "enum": [
        "online-store",
        "software-startup",
        "agency",
        "professional-firm",
        "local-service-business"
      ],
      "type": "string",
      "description": "Kind of company."
    }
  },
  "additionalProperties": false
}

get_ai_company annotations

{
  "title": "Get an AI-run company template",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

start_o2c_demo — Start an order-to-cash demo

Advertised by the server during the last successful anonymous check.

Open-world

Start a month of a made-up B2B online store (Harbour & Home) run by four AI agents: process orders, ship orders, invoice and collect payments, handle returns. Real trade order lines; you or your user play the founder, who is asked about credit limits, short stock, packing, reminders, unclear payments and returns. Sums, dates, stock and credit are worked out by code, not the model. No key needed; runs are deleted 2 days after the last change. Then call advance_o2c_run.

start_o2c_demo input schema

{
  "type": "object",
  "required": [],
  "properties": {
    "model": {
      "enum": [
        "gemma-4-26b",
        "qwen-3.6-35b",
        "ministral-8b",
        "qwen3-vl-8b"
      ],
      "type": "string",
      "description": "Open model the agents use. Default: the best scorer in the weekly test."
    }
  },
  "additionalProperties": false
}

start_o2c_demo annotations

{
  "title": "Start an order-to-cash demo",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

advance_o2c_run — Advance an order-to-cash run

Advertised by the server during the last successful anonymous check.

Open-world

Let the agents work on a run from start_o2c_demo or start_o2c_run until they need the founder, the run ends, or up to "steps" actions (about 25 seconds at most). Returns what each agent did, every order's status and the totals. When exceptions are waiting, call list_o2c_exceptions.

advance_o2c_run input schema

{
  "type": "object",
  "required": [
    "runId"
  ],
  "properties": {
    "runId": {
      "type": "string",
      "description": "runId from start_o2c_demo or start_o2c_run."
    },
    "steps": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Most actions to take; default 10."
    }
  },
  "additionalProperties": false
}

advance_o2c_run annotations

{
  "title": "Advance an order-to-cash run",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

list_o2c_exceptions — List order-to-cash exceptions

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

List the questions the agents are waiting on the founder for (credit over the limit, short stock, packing, reminder wording, unclear bank payments, returns), each with its allowed choices. Show them to the person; do not answer them yourself. Then call resolve_o2c_exception.

list_o2c_exceptions input schema

{
  "type": "object",
  "required": [
    "runId"
  ],
  "properties": {
    "runId": {
      "type": "string",
      "description": "runId from start_o2c_demo or start_o2c_run."
    }
  },
  "additionalProperties": false
}

list_o2c_exceptions annotations

{
  "title": "List order-to-cash exceptions",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

resolve_o2c_exception — Resolve an order-to-cash exception

Advertised by the server during the last successful anonymous check.

Advertised destructiveOpen-world

Record the founder's decision on one exception from list_o2c_exceptions, using only the choice the person made (for example accept an order over its credit limit, or approve a refund). The decision is logged as made through MCP. Then call advance_o2c_run.

resolve_o2c_exception input schema

{
  "type": "object",
  "required": [
    "runId",
    "exceptionId",
    "choice"
  ],
  "properties": {
    "text": {
      "type": "string",
      "description": "Optional edited wording, for a reminder email."
    },
    "runId": {
      "type": "string",
      "description": "runId from start_o2c_demo or start_o2c_run."
    },
    "choice": {
      "type": "string",
      "description": "One of the exception's choices, e.g. \"accept\"."
    },
    "exceptionId": {
      "type": "string",
      "description": "exceptionId from list_o2c_exceptions."
    }
  },
  "additionalProperties": false
}

resolve_o2c_exception annotations

{
  "title": "Resolve an order-to-cash exception",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": true
}

start_o2c_run — Start an order-to-cash run on your business

Advertised by the server during the last successful anonymous check.

Open-world

Run a day of your own business through the four order-to-cash agents: read new orders, check stock and credit, pick lists, invoices and their emails, match bank lines to open invoices, chase late payers and handle return emails. Nothing is sent; you get drafts and decisions. The agents ask the founder about credit, short stock, packing, reminders, unclear payments and returns, unless the business's approval rules say otherwise. Priced per order from the account's credits: $1.00 an order (100 credits), model cost included, charged once when an order is invoiced, collected or has a return settled. Data is deleted 2 days after the last change. Needs an API key. Then call advance_o2c_run.

start_o2c_run input schema

{
  "type": "object",
  "required": [
    "business"
  ],
  "properties": {
    "mapId": {
      "type": "string",
      "description": "Map whose credits pay for the model calls. Default: your most recent map."
    },
    "model": {
      "enum": [
        "gemma-4-26b",
        "qwen-3.6-35b",
        "ministral-8b",
        "qwen3-vl-8b"
      ],
      "type": "string",
      "description": "Open model the agents use. Default: the best scorer in the weekly test."
    },
    "business": {
      "type": "object",
      "description": "The business, like the run page's folder. Keys: company, symbol (\"£\"), vat (\"20%\"), termsDays, nextInvoiceNo; customers [{id, name, email, creditLimit, openBalance, termsDays}]; products [{sku, name, price, stock}]; orders [{name, text} or {name, imageBase64} for a JPEG/PNG scan]; openInvoices [{no, customer, total, paid, due, date}]; bank [{from, ref, amount}]; returns [{message}]; returnsPolicy (text); instructions {orders, finance, returns} (text for each agent); approvals {ordersOver, overCreditLimitUpTo, refundsUpTo, returnsWithinDays, shortPaymentWriteOffUpTo}: orders above ordersOver always go to the founder; up to overCreditLimitUpTo over a credit limit, and refunds or credit notes up to refundsUpTo that the calculator agrees with, go through without asking; returns for invoices older than returnsWithinDays (or with no invoice date) always go to the founder; a matched payment that leaves shortPaymentWriteOffUpTo or less owed closes the invoice. Leave approvals out (or 0) to be asked about everything. The resource requstory://o2c/guide explains them."
    }
  },
  "additionalProperties": false
}

start_o2c_run annotations

{
  "title": "Start an order-to-cash run on your business",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

get_o2c_order — Get one order of an order-to-cash run

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

Everything about one order in a run: what the agent read, the invoice, its emails, any return, and every step and decision on it in order. Use for questions about a single order; advance_o2c_run lists the order ids.

get_o2c_order input schema

{
  "type": "object",
  "required": [
    "runId",
    "order"
  ],
  "properties": {
    "order": {
      "type": "string",
      "description": "Order id, e.g. \"#2001\"."
    },
    "runId": {
      "type": "string",
      "description": "runId from start_o2c_demo or start_o2c_run."
    }
  },
  "additionalProperties": false
}

get_o2c_order annotations

{
  "title": "Get one order of an order-to-cash run",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

export_o2c_run — Export an order-to-cash run

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

The run's results: the ledger (every order and invoice with paid, owed and due), the emails to send, pick lists, every decision with who made it (founder, MCP, autopilot or an approval rule) and the billable moments. This is the audit record; use it when the run is done.

export_o2c_run input schema

{
  "type": "object",
  "required": [
    "runId"
  ],
  "properties": {
    "runId": {
      "type": "string",
      "description": "runId from start_o2c_demo or start_o2c_run."
    }
  },
  "additionalProperties": false
}

export_o2c_run annotations

{
  "title": "Export an order-to-cash run",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

get_account — Get my account

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

Show the account behind the API key: plan (free or team), credits left, number of saved maps and maps left today, and order-to-cash use this month (orders billed, credits used, the price per order). Needs an API key.

get_account input schema

{
  "type": "object",
  "required": [],
  "properties": {},
  "additionalProperties": false
}

get_account annotations

{
  "title": "Get my account",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

1 advertised

o2c-guide — Order-to-cash agents: how they work

Advertised by the server during the last successful anonymous check.

What the four agents do, where they stop for a person, the approval rules a business can set, the price and how long data is kept.

o2c-guide URI

requstory://o2c/guide

MIME type: text/markdown

o2c-run-log — Order-to-cash run log

Advertised by the server during the last successful anonymous check.

Every step of a run in order: what each agent and tool did, every question and every decision, with who made it.

o2c-run-log URI template

requstory://o2c/runs/{runId}/log

MIME type: text/plain

o2c-run-results — Order-to-cash run results

Advertised by the server during the last successful anonymous check.

The same as export_o2c_run: ledger, draft emails, pick lists, decisions and billable moments.

o2c-run-results URI template

requstory://o2c/runs/{runId}/results

MIME type: application/json

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks: 1 of 1 (100%)
Average latency: 1479 ms
95th percentile latency: 1479 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 1, 2026, 8:47 AM UTC · probe · passed · 1479 ms · metadata changed · 19 tool(s), 1 resource(s), 2 resource template(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http requstory-mcp https://requstory.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add requstory-mcp --url https://requstory.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable requstory-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "requstory-mcp": {
      "url": "https://requstory.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).

Cline configuration

{
  "mcpServers": {
    "requstory-mcp": {
      "type": "streamableHttp",
      "url": "https://requstory.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start requstory-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "requstory-mcp": {
      "type": "http",
      "url": "https://requstory.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http requstory-mcp https://requstory.com/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "requstory-mcp": {
      "url": "https://requstory.com/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "requstory-mcp": {
      "serverUrl": "https://requstory.com/mcp"
    }
  }
}

Let your agent find its tools

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Requstory MCP

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