RocketList

Measured conclusion: Alive, not deep-tested. L2 outcome: not_attempted.

Search current startup jobs and hiring companies through RocketList's public read-only data.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "RocketList": {
      "url": "https://rocketlist.ai/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (5)

• search_jobs read-only

  Search public active Rocketlist jobs. Returns bounded, non-personal job data only. All list arguments are arrays of strings; passing a bare string is a validation error. Filters: - query: free-text over job title, company, location and category. Matched as prefix tokens, so 'engineer' also matches 'Engineering'. - skills: matched against the job's listed tech stack. - domain: exact company industry/vertical, e.g. ['Fintech']. - city: substring of the job's city or country. - remote_only: keep only remote roles. - investor: companies backed by these investors, e.g. ['Index Ventures']. Common aliases resolve ('a16z' finds Andreessen Horowitz). Populated for about 83% of hiring companies, so a company with no recorded investors is never returned when this is set. - stage: exact company funding stage from ['Pre-Seed', 'Seed', 'Series A', 'Series B', 'Series C', 'Series D', 'Series D+', 'Series E', 'Series F', 'Series G', 'Growth', 'Public', 'Acquired', 'Bootstrapped'], case-insensitive. About 12% of hiring companies have no stage recorded and are excluded when this is set. - min_experience_years / max_experience_years: bounds on the years of experience the role requires at minimum. max_experience_years=5 means 'requires 5 years or fewer'. Only about 56% of jobs state a requirement; the rest are excluded when either bound is set. - yc_batch: Y Combinator batches, e.g. ['F26'] or ['Fall 2026'] (W/X/S/F + year). Covers the batches in the reviewed cohort list (currently YC Fall 2026). - founder_origin: countries the founders come from (where they grew up or studied), by name or ISO code, e.g. ['Germany'] or ['DE']. Company-level, reviewed for the same cohorts as yc_batch; a company matches if any founder does. - near: a place, as an address, a street corner ('3rd and Folsom, San Francisco') or 'lat,lng'. Keeps companies whose office (the reviewed street address on getedge.cc/map) is within radius_m metres (default 1000) or walk_minutes on foot (64 m of straight line per minute). Results carry office_address, distance_m and walk_minutes, nearest first. - radius_m / walk_minutes: size of the near area; give one.

  Parameters:

  • city
  • near
  • limit — integer
  • query — string
  • stage
  • domain
  • skills
  • investor
  • radius_m
  • yc_batch
  • remote_only — boolean
  • walk_minutes
  • founder_origin
  • max_experience_years
  • min_experience_years

  Hints: read-only yes · destructive no · idempotent yes · open-world not declared

• get_job read-only

  Get public details for one active Rocketlist job by slug or UUID.

  Parameters:

  • job_id (required) — string

  Hints: read-only yes · destructive no · idempotent yes · open-world not declared

• search_companies read-only

  Search public Rocketlist hiring companies. Returns bounded, non-personal company data only. Only companies with at least one active job are returned, matching the company list on rocketlist.ai. All list arguments are arrays of strings; passing a bare string is a validation error. Filters: - query: substring of the company name or slug, or a whole sector word matching the company's industry, vertical or subvertical. 'fintech' finds companies whose industry is FinTech; 'acme' finds Acme Robotics by name. Sector matching is by whole word, so 'ai' matches the AI & ML vertical and not Blockchain. - investor: companies backed by these investors, e.g. ['Index Ventures']. Common aliases resolve ('a16z' finds Andreessen Horowitz). Populated for about 83% of hiring companies, so a company with no recorded investors is never returned when this is set. - stage: exact company funding stage from ['Pre-Seed', 'Seed', 'Series A', 'Series B', 'Series C', 'Series D', 'Series D+', 'Series E', 'Series F', 'Series G', 'Growth', 'Public', 'Acquired', 'Bootstrapped'], case-insensitive. About 12% of hiring companies have no stage recorded and are excluded when this is set. - yc_batch: Y Combinator batches, e.g. ['F26'] or ['Fall 2026'] (W/X/S/F + year). Covers the batches in the reviewed cohort list (currently YC Fall 2026). - founder_origin: countries the founders come from (where they grew up or studied), by name or ISO code, e.g. ['Germany'] or ['DE']. Company-level, reviewed for the same cohorts as yc_batch; a company matches if any founder does. - near: a place, as an address, a street corner ('3rd and Folsom, San Francisco') or 'lat,lng'. Keeps companies whose office (the reviewed street address on getedge.cc/map) is within radius_m metres (default 1000) or walk_minutes on foot (64 m of straight line per minute). Results carry office_address, distance_m and walk_minutes, nearest first. - radius_m / walk_minutes: size of the near area; give one.

  Parameters:

  • near
  • limit — integer
  • query — string
  • stage
  • investor
  • radius_m
  • yc_batch
  • walk_minutes
  • founder_origin

  Hints: read-only yes · destructive no · idempotent yes · open-world not declared

• get_company read-only

  Get public details and recent active jobs for one hiring company by UUID.

  Parameters:

  • company_id (required) — string

  Hints: read-only yes · destructive no · idempotent yes · open-world not declared

• hiring_stats read-only

  Aggregate counts over ALL matching public Rocketlist jobs, not a sample: total jobs and companies, the top values by city, country, company, domain (vertical), company stage, work mode (remote/hybrid/on-site), job category and seniority, and published pay with sample sizes. Use it for 'how many', 'which cities/companies hire most', share and pay questions; use search_jobs for the roles themselves. Questions the Startup Hiring Map can answer (at most one city or country, optionally domain and remote_only) are counted from the same snapshot as getedge.cc/map, so totals match the map exactly (job location; a multi-city role counts in each city). Other filters use the live catalog; the result's `source` says which. Takes the same filters as search_jobs except skills, plus: - group_by: subset of ['city', 'country', 'company', 'domain', 'stage', 'work_mode', 'category', 'seniority'] (default: all). - top: values listed per dimension, 1-50 (default 10). - query: free-text over job title, company, location and category. Matched as prefix tokens, so 'engineer' also matches 'Engineering'. - domain: exact company industry/vertical, e.g. ['Fintech']. - city: substring of the job's city or country. - remote_only: keep only remote roles. - investor: companies backed by these investors, e.g. ['Index Ventures']. Common aliases resolve ('a16z' finds Andreessen Horowitz). Populated for about 83% of hiring companies, so a company with no recorded investors is never returned when this is set. - stage: exact company funding stage from ['Pre-Seed', 'Seed', 'Series A', 'Series B', 'Series C', 'Series D', 'Series D+', 'Series E', 'Series F', 'Series G', 'Growth', 'Public', 'Acquired', 'Bootstrapped'], case-insensitive. About 12% of hiring companies have no stage recorded and are excluded when this is set. - min_experience_years / max_experience_years: bounds on the years of experience the role requires at minimum. max_experience_years=5 means 'requires 5 years or fewer'. Only about 56% of jobs state a requirement; the rest are excluded when either bound is set. - yc_batch: Y Combinator batches, e.g. ['F26'] or ['Fall 2026'] (W/X/S/F + year). Covers the batches in the reviewed cohort list (currently YC Fall 2026). - founder_origin: countries the founders come from (where they grew up or studied), by name or ISO code, e.g. ['Germany'] or ['DE']. Company-level, reviewed for the same cohorts as yc_batch; a company matches if any founder does. - near: a place, as an address, a street corner ('3rd and Folsom, San Francisco') or 'lat,lng'. Keeps companies whose office (the reviewed street address on getedge.cc/map) is within radius_m metres (default 1000) or walk_minutes on foot (64 m of straight line per minute). Results carry office_address, distance_m and walk_minutes, nearest first. - radius_m / walk_minutes: size of the near area; give one.

  Parameters:

  • top — integer
  • city
  • near
  • query — string
  • stage
  • domain
  • group_by
  • investor
  • radius_m
  • yc_batch
  • remote_only — boolean
  • walk_minutes
  • founder_origin
  • max_experience_years
  • min_experience_years

  Hints: read-only yes · destructive no · idempotent yes · open-world not declared

Repository

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