jobcrawls

endpoint

https://www.jobcrawls.com/api/connector

protocol

streamable-http ·2025-06-18

authentication

none observed

public key

none — nobody has proven they own this listing · is it yours? claim it

karma

0 · newcomer

Is jobcrawls live?

Yes — it answered the hub's last check (checked 3h ago). It answered 100% of checks over the last 30 days.

Is jobcrawls free to use?

Yes — the hub reached it with no key and no payment.

What tools does jobcrawls have?

4 tools: get_job_details, calculate_net_salary_finland, list_job_filters, search_jobs.

Is jobcrawls safe to connect?

The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.

Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.

• list_job_filters open 3h ago

  Returns the facet attributes jobs can be filtered by (e.g. field, location, job type, seniority level, skills, and languages), together with the actual values currently present in the active listings and how many listings have each value. The values returned are the exact strings search_jobs accepts in its `filters` parameter for the same locale. Optionally scope the values to a query. Values come back in the language of that query when locale is omitted; pass locale explicitly to override.

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  {
    "type": "object",
    "$schema": "http://json-schema.org/draft-07/schema#",
    "properties": {
      "query": {
        "type": "string",
        "description": "Optional free-text query to scope the facet values to a subset of listings (e.g. only the facets present in \"nurse\" jobs). Leave empty for the whole active index."
      },
      "locale": {
        "enum": [
          "en",
          "fi",
          "sv"
        ],
        "type": "string",
        "description": "Set this to the language of the user's message (fi for Finnish, sv for Swedish, en for English or any other language), even when the job titles or place names in it are English. Language index whose facet values to return: en = English, fi = Finnish, sv = Swedish. When omitted, the language of \"query\" (detected from it) is used; pass locale explicitly to override. Values are localized: use the SAME locale you will pass to search_jobs, then feed the returned values back into search_jobs \"filters\" verbatim."
      }
    },
    "additionalProperties": false
  }

  arguments 20 lines copy
• search_jobs open 3h ago

  Search active job listings on JobCrawls, an aggregator of jobs in Finland. Use for questions like "find nurse jobs in Tampere", "onko Helsingissä avoimia etätyöpaikkoja ohjelmistokehittäjälle", or "finns det lediga jobb som sjukskötare i Åbo". The index covers jobs located in Finland plus remote roles open to Finland, and has no listings for other countries (jobs in Stockholm or Berlin are out of scope). Supports free-text queries plus facet filters (field, location, job type, seniority, skills, languages, industry, education, and more). Results, filter values and job text come back in the language of the query when locale is omitted; pass locale explicitly to override. Returns a scoped, paginated list, each with title, company, location, remoteness, salary range when known, and a direct link to the individual posting. list_job_filters returns the available filter values, and get_job_details returns the full description of a result. Some results are sourced from Job Market Finland (Työmarkkinatori); those results have isTyomarkkinatori:true and a `dataSource` attribution string, which MUST be shown alongside that posting wherever you present it, per Job Market Finland's terms of use.

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  {
    "type": "object",
    "$schema": "http://json-schema.org/draft-07/schema#",
    "properties": {
      "page": {
        "type": "integer",
        "minimum": 1,
        "description": "Page number, starting at 1. Default: 1."
      },
      "sort": {
        "enum": [
          "relevance",
          "date",
          "salary"
        ],
        "type": "string",
        "description": "Ordering: relevance (default), date (newest first), or salary (highest minimum first)."
      },
      "limit": {
        "type": "integer",
        "maximum": 20,
        "minimum": 1,
        "description": "Results per page (1–20). Default: 10."
      },
      "query": {
        "type": "string",
        "description": "Free-text search across job title, description, skills, company, and location. Example: \"senior software engineer\". Leave empty to browse the newest listings."
      },
      "locale": {
        "enum": [
          "en",
          "fi",
          "sv"
        ],
        "type": "string",
        "description": "Set this to the language of the user's message (fi for Finnish, sv for Swedish, en for English or any other language), even when the job titles or place names in it are English. Language index to search: en = English, fi = Finnish, sv = Swedish. When omitted, results, filter values and job text come back in the language of \"query\" (detected from it); pass locale explicitly to override. Listing content AND filter values are localized per language, so keep this consistent with the locale used for list_job_filters. Prefer \"fi\" for the broadest coverage of jobs in Finland."
      },
      "filters": {
        "type": "object",
        "description": "Facet filters keyed by attribute, each an array of allowed values (values within one attribute are OR-combined; different attributes are AND-combined). Allowed keys: field, normalisedTitle, normalisedRoleLevel, location, companyIndustry, companyId, jobType, requiredLanguages, optionalLanguages, benefits, skillsAndTechnologies, educationLevel, peopleManagementTier, remoteness, regionTags. Values are case-sensitive, LANGUAGE-SPECIFIC, and must match the chosen locale index — call list_job_filters with the same locale first to discover the exact values (e.g. field is \"Software Engineering\" in en but its Finnish equivalent in fi). Example (en): { \"field\": [\"Software Engineering\"], \"location\": [\"Helsinki, Finland\"] }. regionTags takes the `placeId` of an entry in a previous result's `regions` (a Finnish region).",
        "additionalProperties": {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      },
      "minSalary": {
        "type": "integer",
        "description": "Only listings whose minimum salary is at least this amount (listing currency, usually EUR).",
        "exclusiveMinimum": 0
      },
      "remoteOnly": {
        "type": "boolean",
        "description": "Shortcut for only fully remote positions (remoteness = Remote)."
      },
      "includeFacets": {
        "type": "boolean",
        "description": "When true, also return the facet values and counts for the current result set, plus `regions` (job counts per Finnish region), so you can refine the search. Default: false."
      },
      "excludeFilters": {
        "type": "object",
        "description": "Negative facet filters keyed by attribute, same shape as `filters` but EXCLUDES listings matching any of the given values instead of requiring them. Use this to ask for jobs that do NOT have a given attribute value. Allowed keys: field, normalisedTitle, normalisedRoleLevel, location, companyIndustry, companyId, jobType, requiredLanguages, optionalLanguages, benefits, skillsAndTechnologies, educationLevel, peopleManagementTier, remoteness, regionTags. Same locale rules as `filters` apply. Example (en): { \"requiredLanguages\": [\"Finnish\"] } returns jobs that do not require Finnish. A key present in both `filters` and `excludeFilters` is invalid.",
        "additionalProperties": {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      }
    },
    "additionalProperties": false
  }

  arguments 73 lines copy
• get_job_details unknown never probed

  Fetch the complete details for a single JobCrawls listing by its id, including the full description, requirements, responsibilities, benefits, salary, company, location, and a direct link to the posting. Useful after search_jobs when a user wants to know more about a specific opening; takes the `id` field from a search_jobs result. When the listing is sourced from Job Market Finland (Työmarkkinatori), the response has isTyomarkkinatori:true and a `dataSource` attribution string that MUST be shown alongside it wherever you present it, per Job Market Finland's terms of use.

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  {
    "type": "object",
    "$schema": "http://json-schema.org/draft-07/schema#",
    "required": [
      "jobId"
    ],
    "properties": {
      "jobId": {
        "type": "string",
        "minLength": 1,
        "description": "The listing id (the `id` field returned by search_jobs). Required."
      },
      "locale": {
        "enum": [
          "en",
          "fi",
          "sv"
        ],
        "type": "string",
        "description": "Set this to the language of the user's message (fi for Finnish, sv for Swedish, en for English or any other language), even when the job titles or place names in it are English. Language to return the listing content in: en = English, fi = Finnish, sv = Swedish. Pass the same locale you searched in; this call has no query text to detect language from, so it defaults to en when omitted. If the listing is not available in that language the connector falls back to whichever language it exists in."
      }
    },
    "additionalProperties": false
  }

  arguments 24 lines copy
• calculate_net_salary_finland unknown 3h ago

  Gross-to-net salary calculator for Finland, from the JobCrawls tax iceberg calculator. Use for questions like "what is 4000 gross net in Finland", "paljonko jää käteen 4200 euron bruttopalkasta Helsingissä", or "vad blir nettolönen på 3800 brutto i Helsingfors". Give a gross salary (EUR per month by default, or per year), or a target net to get the gross it takes, and optionally the municipality, employer size, age, dependent children, commuting costs and investment income. It does not accept church membership or union fees. The linked page comes back in the language detected from "municipality" when locale is omitted, else English; pass locale explicitly to override. Returns monthly and annual breakdowns: employee pension and unemployment contributions, state, municipal, church and Yle taxes, net pay, employer contributions and the true cost of employment, plus the effective tax rate, the assumptions used and a link to the same scenario on jobcrawls.com. Uses the current tax year's official Finnish parameters; an estimate, not tax advice.

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  {
    "type": "object",
    "$schema": "http://json-schema.org/draft-07/schema#",
    "properties": {
      "age": {
        "type": "integer",
        "maximum": 100,
        "minimum": 15,
        "description": "Age in years, affects pension and unemployment contributions."
      },
      "net": {
        "type": "number",
        "description": "Target net pay in euros (same period): the tool solves the gross salary that leaves this in hand. Give either gross or net.",
        "exclusiveMinimum": 0
      },
      "gross": {
        "type": "number",
        "description": "Gross salary in euros, per month unless period is \"year\". Give either gross or net.",
        "exclusiveMinimum": 0
      },
      "locale": {
        "enum": [
          "en",
          "fi",
          "sv"
        ],
        "type": "string",
        "description": "Set this to the language of the user's message (fi for Finnish, sv for Swedish, en for English or any other language), even when the job titles or place names in it are English. Language of the result notes, the inline card and the linked page. When omitted, detected from \"municipality\" if it is given in Finnish or Swedish form; otherwise defaults to en."
      },
      "period": {
        "enum": [
          "month",
          "year"
        ],
        "type": "string",
        "description": "Period of every money amount given. Default month."
      },
      "dividends": {
        "type": "number",
        "minimum": 0,
        "description": "Listed-company dividends in the same period (capital income)."
      },
      "includeVat": {
        "type": "boolean",
        "description": "Also subtract the VAT paid when the net is spent (an estimate). Default false."
      },
      "capitalGains": {
        "type": "number",
        "minimum": 0,
        "description": "Capital gains net of acquisition cost in the same period."
      },
      "employerSize": {
        "enum": [
          "small",
          "large"
        ],
        "type": "string",
        "description": "Employer payroll size for the unemployment-insurance rate (large = payroll above about EUR 2.5 million). Omit for a blended average."
      },
      "municipality": {
        "type": "string",
        "maxLength": 60,
        "description": "Finnish municipality name, e.g. \"Helsinki\" or \"Espoo\". Omit for the national-average municipal tax rate."
      },
      "commutingCosts": {
        "type": "number",
        "minimum": 0,
        "description": "Commuting costs in the same period; deductible above the own-liability share, capped."
      },
      "isSoleGuardian": {
        "type": "boolean",
        "description": "Single parent with dependent children (child deduction)."
      },
      "dependentChildren": {
        "type": "integer",
        "maximum": 20,
        "minimum": 0,
        "description": "Number of dependent children, affects the child tax deduction."
      },
      "unlistedDividends": {
        "type": "number",
        "minimum": 0,
        "description": "Dividends from the person's own unlisted company in the same period (8% yield rule)."
      },
      "unlistedNetAssets": {
        "type": "number",
        "minimum": 0,
        "description": "Mathematical value of the person's shares in that company, EUR (a stock, not per period)."
      }
    },
    "additionalProperties": false
  }

  arguments 92 lines copy

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