MIL — Machine Intelligence Layer

Official9 tools

by lordfreez-ship-it

Swedish company data (Bolagsverket, SCB) for AI agents, verified, with history and annual reports

io.github.lordfreez-ship-it/mil Model Context Protocol (MCP) Server

This MCP server provides Swedish company data sourced from Bolagsverket and SCB for use by AI agents. The dataset is described as verified, and includes company history and annual reports, exposed through the server’s context for downstream consumption.

🛠️ Key Features

Swedish company data
Sources include Bolagsverket and SCB
Verified data
Includes company history and annual reports

🚀 Use Cases

Supplying AI agents with Swedish company background
Referencing historical company information
Retrieving annual report material for agent workflows

⚡ Developer Benefits

Consistent access to verified Swedish company datasets
Direct availability of history and annual reports alongside company context

⚠️ Limitations

Available information is limited to Swedish company data as described; no additional scope or tools are provided in the available source data.

Topics

ai-agentsannual-reportsbolagsverketbusiness-registrycompany-datacompany-lookupdue-diligencekybmcpmcp-servermodel-context-protocolopen-dataorganisationsnummerprovenancescbsupplier-verificationswedenx402swedish-companies

Captured live from the server via tools/list.

get_company

Retrieve machine-readable intelligence for a Swedish company by organisation number. Returns current attribute values, resolved knowledge, signals, events, provenance, and data freshness. All values include confidence and source evidence. Unknown or missing data is returned explicitly — never invented.

Parameters2

organisation_number	string	required	Swedish organisation number (10 or 12 digits, e.g. '5560000000' or '165560000000')
tier	string	optional	Product tier. basic (free, fair-use limited): identity. verified (0.02 USDC/company): current state with per-value verification and provenance. intelligence (0.08 USDC/company): verified plus history, material events, annual-report financials, trends and deterministic signals. Paid tiers use x402 v2 on Base when payment is enforced: an unpaid call returns the PaymentRequired; retry with params._meta['x402/payment']. Omitted: basic while payment is enforced, the legacy untiered response in the free preview.

Raw schema

{
  "type": "object",
  "properties": {
    "organisation_number": {
      "type": "string",
      "description": "Swedish organisation number (10 or 12 digits, e.g. '5560000000' or '165560000000')",
      "pattern": "^\\d{10,12}$"
    },
    "tier": {
      "type": "string",
      "enum": [
        "basic",
        "verified",
        "intelligence"
      ],
      "description": "Product tier. basic (free, fair-use limited): identity. verified (0.02 USDC/company): current state with per-value verification and provenance. intelligence (0.08 USDC/company): verified plus history, material events, annual-report financials, trends and deterministic signals. Paid tiers use x402 v2 on Base when payment is enforced: an unpaid call returns the PaymentRequired; retry with params._meta['x402/payment']. Omitted: basic while payment is enforced, the legacy untiered response in the free preview."
    }
  },
  "required": [
    "organisation_number"
  ]
}

get_company_history

Retrieve the change history for a Swedish company — attribute_changed events showing when values were first observed and what changed. Optionally filter by attribute key. Returns temporal bounds (effective_from) and evidence for each event.

Parameters3

organisation_number	string	required	Swedish organisation number (10 or 12 digits)
attribute_key	string	optional	Optional: filter to events for a specific attribute (e.g. 'employee_count', 'legal_form')
limit	integer	optional	Maximum number of events to return (default 50, max 200)

Raw schema

{
  "type": "object",
  "properties": {
    "organisation_number": {
      "type": "string",
      "description": "Swedish organisation number (10 or 12 digits)",
      "pattern": "^\\d{10,12}$"
    },
    "attribute_key": {
      "type": "string",
      "description": "Optional: filter to events for a specific attribute (e.g. 'employee_count', 'legal_form')"
    },
    "limit": {
      "type": "integer",
      "description": "Maximum number of events to return (default 50, max 200)",
      "default": 50,
      "minimum": 1,
      "maximum": 200
    }
  },
  "required": [
    "organisation_number"
  ]
}

find_distress_signals

Find active warning signals for a company. Signals are deterministic rules over register facts and filed annual reports — no AI scores. Examples: vat_registration_lost, f_tax_lost, employee_band_decline, liquidation_in_progress, bankruptcy_proceeding, revenue_decline_yoy, negative_equity. Each signal includes its rule, severity (low, medium, high), supporting facts and detected_at.

Parameters3

organisation_number	string	required	Swedish organisation number (10 or 12 digits)
signal_type	string	optional	Optional: filter to a specific signal type
severity	string	optional	Optional: filter by severity level

Raw schema

{
  "type": "object",
  "properties": {
    "organisation_number": {
      "type": "string",
      "description": "Swedish organisation number (10 or 12 digits)",
      "pattern": "^\\d{10,12}$"
    },
    "signal_type": {
      "type": "string",
      "description": "Optional: filter to a specific signal type",
      "enum": [
        "asset_decline",
        "bankruptcy_proceeding",
        "company_deregistered",
        "company_inactive",
        "employee_band_decline",
        "employer_registration_lost",
        "equity_decline",
        "f_tax_lost",
        "financial_reporting_gap",
        "liability_growth",
        "liquidation_in_progress",
        "merger_in_progress",
        "multiple_material_changes_90d",
        "negative_equity",
        "operating_result_negative",
        "profit_negative",
        "recent_status_change",
        "repeated_address_changes",
        "repeated_losses",
        "repeated_operating_losses",
        "restructuring_in_progress",
        "revenue_decline_2y",
        "revenue_decline_yoy",
        "turnover_band_decline",
        "vat_registration_lost",
        "workplace_count_decline"
      ]
    },
    "severity": {
      "type": "string",
      "description": "Optional: filter by severity level",
      "enum": [
        "low",
        "medium",
        "high"
      ]
    }
  },
  "required": [
    "organisation_number"
  ]
}

search_company_events

Search for company attribute change events across companies. Use this to find companies where a specific attribute recently changed, or to monitor for changes in a particular dimension (e.g. employee count drops). Returns events with company identifiers, previous/new values, and temporal bounds.

Parameters3

attribute_key	string	optional	Attribute to filter by (e.g. 'employee_count', 'legal_form', 'industry_code')
event_type	string	optional	Event type filter (currently only 'attribute_changed' is supported)
limit	integer	optional	Maximum number of events to return (default 50, max 200)

Raw schema

{
  "type": "object",
  "properties": {
    "attribute_key": {
      "type": "string",
      "description": "Attribute to filter by (e.g. 'employee_count', 'legal_form', 'industry_code')"
    },
    "event_type": {
      "type": "string",
      "description": "Event type filter (currently only 'attribute_changed' is supported)",
      "enum": [
        "attribute_changed"
      ],
      "default": "attribute_changed"
    },
    "limit": {
      "type": "integer",
      "description": "Maximum number of events to return (default 50, max 200)",
      "default": 50,
      "minimum": 1,
      "maximum": 200
    }
  },
  "required": []
}

search_companies

Search and discover Swedish companies without knowing their organisation number. Filter by company name (partial match), industry code, or presence of active distress signals. Returns compact summary cards — each card includes the organisation_number needed to call get_company for full intelligence. All parameters are optional; omit all to browse all companies in the dataset. Discovery flow: (1) call search_companies to find a company, (2) use the returned organisation_number to call get_company for full intelligence.

Parameters6

name	string	optional	Partial company name to search (case-insensitive substring match on legal name)
organisation_number	string	optional	Canonical 10-digit or source 12-digit company identity
locality	string	optional	Registered locality, combined with ANY matching SNI
industry_code	string	optional	Swedish SNI industry code to filter by (exact match, e.g. '62010' for software development)
has_signals	boolean	optional	If true, return only companies with active distress signals. If false, return only companies without. Omit to return all.
limit	integer	optional	Maximum number of companies to return (default 20, max 100)

Raw schema

{
  "type": "object",
  "properties": {
    "name": {
      "type": "string",
      "description": "Partial company name to search (case-insensitive substring match on legal name)"
    },
    "organisation_number": {
      "type": "string",
      "description": "Canonical 10-digit or source 12-digit company identity"
    },
    "locality": {
      "type": "string",
      "description": "Registered locality, combined with ANY matching SNI"
    },
    "industry_code": {
      "type": "string",
      "description": "Swedish SNI industry code to filter by (exact match, e.g. '62010' for software development)"
    },
    "has_signals": {
      "type": "boolean",
      "description": "If true, return only companies with active distress signals. If false, return only companies without. Omit to return all."
    },
    "limit": {
      "type": "integer",
      "description": "Maximum number of companies to return (default 20, max 100)",
      "default": 20,
      "minimum": 1,
      "maximum": 100
    }
  },
  "required": []
}

find_related_companies

Find companies related to the given company by evidence MIL holds: industry_cluster (same SNI classification) and address_cluster (same registered postal code). Relation types MIL has no source data for, such as board_member and ownership, are reported as unavailable with a reason rather than as an empty result.

Parameters3

organisation_number	string	required	Swedish organisation number (10 or 12 digits)
relation_type	string	optional	Relation to search for. industry_cluster and address_cluster are supported; board_member and ownership return an explicit unavailable status because MIL does not yet ingest that data.
limit	integer	optional	Maximum results (default 10, max 50)

Raw schema

{
  "type": "object",
  "properties": {
    "organisation_number": {
      "type": "string",
      "description": "Swedish organisation number (10 or 12 digits)",
      "pattern": "^\\d{10,12}$"
    },
    "relation_type": {
      "type": "string",
      "description": "Relation to search for. industry_cluster and address_cluster are supported; board_member and ownership return an explicit unavailable status because MIL does not yet ingest that data.",
      "enum": [
        "industry_cluster",
        "address_cluster",
        "board_member",
        "ownership"
      ]
    },
    "limit": {
      "type": "integer",
      "description": "Maximum results (default 10, max 50)",
      "default": 10,
      "minimum": 1,
      "maximum": 50
    }
  },
  "required": [
    "organisation_number"
  ]
}

batch_get_companies

Resolve up to 50 companies in one call. Every requested identifier appears in the result with an explicit status (resolved, not_found or invalid_organisation_number), so absence is never signalled by omission.

Parameters2

organisation_numbers	array	required	Swedish organisation numbers (10 or 12 digits), max 50
tier	string	optional	Product tier. basic (free, fair-use limited): identity. verified (0.02 USDC/company): current state with per-value verification and provenance. intelligence (0.08 USDC/company): verified plus history, material events, annual-report financials, trends and deterministic signals. Paid tiers use x402 v2 on Base when payment is enforced: an unpaid call returns the PaymentRequired; retry with params._meta['x402/payment']. Omitted: basic while payment is enforced, the legacy untiered response in the free preview.

Raw schema

{
  "type": "object",
  "properties": {
    "organisation_numbers": {
      "type": "array",
      "description": "Swedish organisation numbers (10 or 12 digits), max 50",
      "items": {
        "type": "string",
        "pattern": "^\\d{10,12}$"
      },
      "minItems": 1,
      "maxItems": 50
    },
    "tier": {
      "type": "string",
      "enum": [
        "basic",
        "verified",
        "intelligence"
      ],
      "description": "Product tier. basic (free, fair-use limited): identity. verified (0.02 USDC/company): current state with per-value verification and provenance. intelligence (0.08 USDC/company): verified plus history, material events, annual-report financials, trends and deterministic signals. Paid tiers use x402 v2 on Base when payment is enforced: an unpaid call returns the PaymentRequired; retry with params._meta['x402/payment']. Omitted: basic while payment is enforced, the legacy untiered response in the free preview."
    }
  },
  "required": [
    "organisation_numbers"
  ]
}

search

Search Swedish companies by name or organisationsnummer (10 or 12 digits, dashes allowed). Returns up to 10 results, each with an id to pass to fetch and a citable URL. Free (Basic identity only).

Parameters1

query

string

required

Company name, or organisationsnummer such as 556012-5790

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Company name, or organisationsnummer such as 556012-5790"
    }
  },
  "required": [
    "query"
  ]
}

fetch

Fetch the register identity of one Swedish company by the id that search returned (its organisationsnummer): name, legal form, industry (SNI), registration date, municipality, status, sources and freshness. Free (Basic). Verified and Intelligence (VAT/F-tax, history, annual reports, signals) are paid via get_company.

Parameters1

string

required

An id from search: the organisationsnummer

Raw schema

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "description": "An id from search: the organisationsnummer"
    }
  },
  "required": [
    "id"
  ]
}

README.md4 KBView on GitHub

MIL — Swedish company data for AI agents

Verified Swedish company information from Bolagsverket and SCB, for AI agents. Every value says where it came from, how fresh it is and whether the registers agree. Not a register lookup: national search, change history and annual reports.

Live: https://www.milquery.com · MCP: https://www.milquery.com/api/mcp · Free to try, no account, no key.

Connect in one step

Claude Code

bash

claude mcp add --transport http mil https://www.milquery.com/api/mcp?src=readme

Claude (web and desktop, Pro/Max/Team/Enterprise) — Connectors → Add custom connector → paste https://www.milquery.com/api/mcp?src=readme.

ChatGPT — add a custom connector with https://www.milquery.com/api/mcp?src=chatgpt. MIL provides the search and fetch tools ChatGPT connectors use. No key.

VS Code / Cursor — the buttons above, or add this to your MCP config:

json

{ "servers": { "mil": { "type": "http", "url": "https://www.milquery.com/api/mcp?src=readme" } } }

Any HTTP client — GET https://www.milquery.com/v1/companies?name=volvo

What you can ask

"Check this supplier before we pay: org.nr 556012-5790. Do SCB and Bolagsverket agree, and has anything changed?"
"List building contractors (SNI 41200) in Malmö and flag the ones with active warning signals, such as lost VAT registration or liquidation."
"Show the last three annual reports for this company: revenue, result and equity, year on year."
"Which companies run a workplace in Trelleborg in software development (SNI 62010)?" (REST: /v1/workplaces/search)

MIL answers from the registers, never from memory. If a value is unknown, MIL says unknown. If the registers disagree, MIL shows both values instead of picking one.

Free and paid

Product	Price per company	What you get
Basic	free (fair use)	Identity: name, organisationsnummer, legal form, SNI, registration date, municipality, status
Verified	0.02 USDC	The full current state (VAT, F-tax, employer registration, size, addresses, …), each value with source, verification status and freshness
Intelligence	0.08 USDC	Verified + change history, events, digitally filed annual reports with trends, rule-based signals. Charged as Verified when it would add nothing

Pay per call with x402 (USDC on Base, no account), or open a card account for companies (monthly invoice or prepaid credit, Swedish moms): GET https://www.milquery.com/v1/billing.

What MIL does not do

No beneficial owners, board members or ownership structure.
No sanctions, PEP or adverse-media screening.
No bank-account verification.
No credit or risk score, and no advice. MIL serves facts with their sources; you draw the conclusions.
Sweden only.

Keywords: Swedish company register · Bolagsverket · SCB Företagsregistret · organisationsnummer · company lookup Sweden · supplier verification · KYB · SNI industry search · annual reports (årsredovisning) · MCP server · x402

Discovery for machines

https://www.milquery.com/llms.txt — plain-language guide for agents
https://www.milquery.com/openapi.json — REST schema
https://www.milquery.com/capabilities — products, prices, limits
https://www.milquery.com/.well-known/mcp.json — MCP manifest

About this repository

This is the public home of MIL: documentation, examples and the MCP Registry entry (server.json). The service runs at https://www.milquery.com; its source code is not public.

Questions, data problems or feature requests: open an issue in this repository.

Install

Tools (9)

get_companyget_company_historyfind_distress_signalssearch_company_eventssearch_companiesfind_related_companiesbatch_get_companiessearch

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://www.milquery.com/api/mcp?src=registry

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "mil": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://www.milquery.com/api/mcp?src=registry"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

io.github.lordfreez-ship-it/mil Model Context Protocol (MCP) Server

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

get_company

get_company_history

find_distress_signals

search_company_events

search_companies

find_related_companies

batch_get_companies

search

fetch

MIL — Swedish company data for AI agents

Connect in one step

What you can ask

Free and paid

What MIL does not do

Discovery for machines

About this repository

Install

Remote endpoint

Related servers