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Find your role first

by click.findyourrolefirst
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Server Details

Jobs from 15,000+ company career sites, newest first. Agents can search, save, track and set alerts.

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Status
Unhealthy
Uptime
25.2% over 30 days
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL
Repository
yt6363/job-search-mcp
GitHub Stars
0

TDQS

A3.8/5.0

Scored across 9 tools

Disambiguation4/5

Most tools have distinct jobs: count_jobs sizes searches, search_jobs retrieves results, get_changes tracks updates, get_new_for_me personalizes discovery, and get_job refreshes one record. However, search_jobs, get_new_for_me, get_changes, and list_my_jobs all deal with listing or retrieving roles, so an agent could occasionally confuse them without reading descriptions carefully.

Naming Consistency5/5

The set follows a clear verb_noun pattern: count_jobs, search_jobs, list_my_jobs, get_job, get_changes, get_my_profile, get_apply_kit, get_usage, get_new_for_me. All names are snake_case and use consistent retrieval verbs (get_, list_, count_, search_).

Tool Count5/5

Nine tools is well within the ideal 3–15 range for a job-search and application-assist server. Each tool appears to earn its place, covering searching, counting, change tracking, personalization, profile reading, apply prep, and usage checks without obvious redundancy.

Completeness3/5

The surface covers search, discovery, change tracking, usage, profile reading, and application kit generation, but notable gaps remain. There is no tool to update the user profile or save preferences, and get_job explicitly returns no job description text, which limits deeper application support.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • Changedcount_jobs1 field changed
      • changedInput schema / properties / remote / description
        Previous value: -"Only remote roles."New value: +"Include remote roles. With locations: roles in those places, plus remote roles in their countries or open anywhere. Without locations: remote roles only."
    • Changedsearch_jobs1 field changed
      • changedInput schema / properties / remote / description
        Previous value: -"Only remote roles."New value: +"Include remote roles. With locations: roles in those places, plus remote roles in their countries or open anywhere. Without locations: remote roles only."
  2. 3 tool updates
    • Addedget_apply_kit
    • Addedget_my_profile
    • Addedget_new_for_me
  3. 2 tool updates
    • Changedcount_jobs1 field changed
      • changedInput schema / properties / source / enum
        Previous value: -[
-  "any",
-  "gh",
-  "ashby",
-  "lever",
-  "workday",
-  "amazon",
-  "microsoft",
-  "netflix",
-  "apple",
-  "google",
-  "meta",
-  "eightfold",
-  "jibe",
-  "phenom",
-  "atlassian",
-  "successfactors"
-]New value: +[
+  "any",
+  "gh",
+  "ashby",
+  "lever",
+  "workday",
+  "amazon",
+  "microsoft",
+  "netflix",
+  "apple",
+  "google",
+  "meta",
+  "eightfold",
+  "jibe",
+  "phenom",
+  "atlassian",
+  "successfactors",
+  "radancy"
+]
    • Changedsearch_jobs1 field changed
      • changedInput schema / properties / source / enum
        Previous value: -[
-  "any",
-  "gh",
-  "ashby",
-  "lever",
-  "workday",
-  "amazon",
-  "microsoft",
-  "netflix",
-  "apple",
-  "google",
-  "meta",
-  "eightfold",
-  "jibe",
-  "phenom",
-  "atlassian",
-  "successfactors"
-]New value: +[
+  "any",
+  "gh",
+  "ashby",
+  "lever",
+  "workday",
+  "amazon",
+  "microsoft",
+  "netflix",
+  "apple",
+  "google",
+  "meta",
+  "eightfold",
+  "jibe",
+  "phenom",
+  "atlassian",
+  "successfactors",
+  "radancy"
+]
  4. 2 tool updates
    • Changedcount_jobs1 field changed
      • changedInput schema / properties / source / enum
        Previous value: -[
-  "any",
-  "gh",
-  "ashby",
-  "lever",
-  "workday",
-  "amazon",
-  "microsoft",
-  "netflix",
-  "apple",
-  "google",
-  "meta",
-  "eightfold",
-  "jibe",
-  "phenom",
-  "atlassian"
-]New value: +[
+  "any",
+  "gh",
+  "ashby",
+  "lever",
+  "workday",
+  "amazon",
+  "microsoft",
+  "netflix",
+  "apple",
+  "google",
+  "meta",
+  "eightfold",
+  "jibe",
+  "phenom",
+  "atlassian",
+  "successfactors"
+]
    • Changedsearch_jobs1 field changed
      • changedInput schema / properties / source / enum
        Previous value: -[
-  "any",
-  "gh",
-  "ashby",
-  "lever",
-  "workday",
-  "amazon",
-  "microsoft",
-  "netflix",
-  "apple",
-  "google",
-  "meta",
-  "eightfold",
-  "jibe",
-  "phenom",
-  "atlassian"
-]New value: +[
+  "any",
+  "gh",
+  "ashby",
+  "lever",
+  "workday",
+  "amazon",
+  "microsoft",
+  "netflix",
+  "apple",
+  "google",
+  "meta",
+  "eightfold",
+  "jibe",
+  "phenom",
+  "atlassian",
+  "successfactors"
+]
  5. 2 tool updates
    • Changedcount_jobs1 field changed
      • changedInput schema / properties / source / enum
        Previous value: -[
-  "any",
-  "gh",
-  "ashby",
-  "lever",
-  "workday",
-  "amazon",
-  "microsoft",
-  "netflix",
-  "apple",
-  "google",
-  "meta",
-  "eightfold",
-  "jibe",
-  "phenom"
-]New value: +[
+  "any",
+  "gh",
+  "ashby",
+  "lever",
+  "workday",
+  "amazon",
+  "microsoft",
+  "netflix",
+  "apple",
+  "google",
+  "meta",
+  "eightfold",
+  "jibe",
+  "phenom",
+  "atlassian"
+]
    • Changedsearch_jobs1 field changed
      • changedInput schema / properties / source / enum
        Previous value: -[
-  "any",
-  "gh",
-  "ashby",
-  "lever",
-  "workday",
-  "amazon",
-  "microsoft",
-  "netflix",
-  "apple",
-  "google",
-  "meta",
-  "eightfold",
-  "jibe",
-  "phenom"
-]New value: +[
+  "any",
+  "gh",
+  "ashby",
+  "lever",
+  "workday",
+  "amazon",
+  "microsoft",
+  "netflix",
+  "apple",
+  "google",
+  "meta",
+  "eightfold",
+  "jibe",
+  "phenom",
+  "atlassian"
+]
  6. 2 tool updates
    • Changedcount_jobs1 field changed
      • changedInput schema / properties / source / enum
        Previous value: -[
-  "any",
-  "gh",
-  "ashby",
-  "lever",
-  "workday",
-  "amazon",
-  "microsoft",
-  "netflix",
-  "apple",
-  "google",
-  "meta",
-  "eightfold"
-]New value: +[
+  "any",
+  "gh",
+  "ashby",
+  "lever",
+  "workday",
+  "amazon",
+  "microsoft",
+  "netflix",
+  "apple",
+  "google",
+  "meta",
+  "eightfold",
+  "jibe",
+  "phenom"
+]
    • Changedsearch_jobs1 field changed
      • changedInput schema / properties / source / enum
        Previous value: -[
-  "any",
-  "gh",
-  "ashby",
-  "lever",
-  "workday",
-  "amazon",
-  "microsoft",
-  "netflix",
-  "apple",
-  "google",
-  "meta",
-  "eightfold"
-]New value: +[
+  "any",
+  "gh",
+  "ashby",
+  "lever",
+  "workday",
+  "amazon",
+  "microsoft",
+  "netflix",
+  "apple",
+  "google",
+  "meta",
+  "eightfold",
+  "jibe",
+  "phenom"
+]
  7. 2 tool updates
    • Changedcount_jobs1 field changed
      • changedInput schema / properties / source / enum
        Previous value: -[
-  "any",
-  "gh",
-  "ashby",
-  "lever",
-  "workday",
-  "amazon",
-  "microsoft",
-  "netflix",
-  "apple",
-  "google",
-  "meta"
-]New value: +[
+  "any",
+  "gh",
+  "ashby",
+  "lever",
+  "workday",
+  "amazon",
+  "microsoft",
+  "netflix",
+  "apple",
+  "google",
+  "meta",
+  "eightfold"
+]
    • Changedsearch_jobs1 field changed
      • changedInput schema / properties / source / enum
        Previous value: -[
-  "any",
-  "gh",
-  "ashby",
-  "lever",
-  "workday",
-  "amazon",
-  "microsoft",
-  "netflix",
-  "apple",
-  "google",
-  "meta"
-]New value: +[
+  "any",
+  "gh",
+  "ashby",
+  "lever",
+  "workday",
+  "amazon",
+  "microsoft",
+  "netflix",
+  "apple",
+  "google",
+  "meta",
+  "eightfold"
+]
  8. 2 tool updates
    • Changedcount_jobs2 fields changed
      • changedInput schema / properties / experience / description
        Previous value: -"Years of experience the posting asks for; any of \"0-1\", \"1-3\", \"3-5\", \"5-8\", \"8+\", \"not_stated\" (about a third of postings don't say; include it unless you mean to drop them)."New value: +"Years of experience the posting asks for; any of \"0-1\", \"1-3\", \"3-5\", \"5-8\", \"8+\", \"not_stated\" (we read the posting and it names none) and \"unchecked\" (not read yet, or no text to read: many big-company and Workday roles). Include both unless you mean to drop them."
      • changedInput schema / properties / experience / items / enum
        Previous value: -[
-  "0-1",
-  "1-3",
-  "3-5",
-  "5-8",
-  "8+",
-  "not_stated"
-]New value: +[
+  "0-1",
+  "1-3",
+  "3-5",
+  "5-8",
+  "8+",
+  "not_stated",
+  "unchecked"
+]
    • Changedsearch_jobs2 fields changed
      • changedInput schema / properties / experience / description
        Previous value: -"Years of experience the posting asks for; any of \"0-1\", \"1-3\", \"3-5\", \"5-8\", \"8+\", \"not_stated\" (about a third of postings don't say; include it unless you mean to drop them)."New value: +"Years of experience the posting asks for; any of \"0-1\", \"1-3\", \"3-5\", \"5-8\", \"8+\", \"not_stated\" (we read the posting and it names none) and \"unchecked\" (not read yet, or no text to read: many big-company and Workday roles). Include both unless you mean to drop them."
      • changedInput schema / properties / experience / items / enum
        Previous value: -[
-  "0-1",
-  "1-3",
-  "3-5",
-  "5-8",
-  "8+",
-  "not_stated"
-]New value: +[
+  "0-1",
+  "1-3",
+  "3-5",
+  "5-8",
+  "8+",
+  "not_stated",
+  "unchecked"
+]
  9. 6 tool updates
    • Changedcount_jobs10 fields changed
      • addedInput schema / properties / exclude / description
        Added value: +"Leave out titles containing any of these words, e.g. \"senior staff intern\"."
      • addedInput schema / properties / experience / description
        Added value: +"Years of experience the posting asks for; any of \"0-1\", \"1-3\", \"3-5\", \"5-8\", \"8+\", \"not_stated\" (about a third of postings don't say; include it unless you mean to drop them)."
      • addedInput schema / properties / family / description
        Added value: +"\"product_adjacent\" finds product, product marketing, growth, customer success, forward deployed and business operations titles in one search; query narrows within it."
      • addedInput schema / properties / location / description
        Added value: +"One country (\"United States\", \"UK\", \"India\"), or a city or state as written. Empty for anywhere."
      • addedInput schema / properties / locations / description
        Added value: +"Several places at once, matching any, e.g. [\"United States\", \"London\", \"Remote\"]. Up to 8."
      • addedInput schema / properties / posted_within_hours / description
        Added value: +"Only roles posted within this many hours; 0 for any time."
      • addedInput schema / properties / query / description
        Added value: +"Whole words matched in the title or company, e.g. \"product manager\" or \"quant\". Empty for any."
      • addedInput schema / properties / remote / description
        Added value: +"Only remote roles."
      • addedInput schema / properties / roles / description
        Added value: +"Several titles at once, matching any, e.g. [\"Product Manager\", \"Software Engineer\"]. Up to 40."
      • addedInput schema / properties / source / description
        Added value: +"Only roles from one source (gh is Greenhouse), or \"any\"."
    • Changedget_changes2 fields changed
      • addedInput schema / properties / cursor / description
        Added value: +"next_cursor from your last get_changes call; 0 starts from the beginning of the 90-day history."
      • addedInput schema / properties / limit / description
        Added value: +"How many to return, 1 to 20."
    • Changedget_job1 field changed
      • addedInput schema / properties / job_id / description
        Added value: +"A job id from search results, e.g. \"gh:stripe:1234567\"."
    • Addedlist_my_jobs
    • Removedmy_jobs
    • Changedsearch_jobs14 fields changed
      • addedInput schema / properties / discovered_since / description
        Added value: +"ISO date or time: only roles we first found on or after it, excluding baseline imports. Empty for any."
      • addedInput schema / properties / exclude / description
        Added value: +"Leave out titles containing any of these words, e.g. \"senior staff intern\"."
      • addedInput schema / properties / experience / description
        Added value: +"Years of experience the posting asks for; any of \"0-1\", \"1-3\", \"3-5\", \"5-8\", \"8+\", \"not_stated\" (about a third of postings don't say; include it unless you mean to drop them)."
      • addedInput schema / properties / family / description
        Added value: +"\"product_adjacent\" finds product, product marketing, growth, customer success, forward deployed and business operations titles in one search; query narrows within it."
      • addedInput schema / properties / limit / description
        Added value: +"Results per page, 1 to 20."
      • addedInput schema / properties / location / description
        Added value: +"One country (\"United States\", \"UK\", \"India\"), or a city or state as written. Empty for anywhere."
      • addedInput schema / properties / locations / description
        Added value: +"Several places at once, matching any, e.g. [\"United States\", \"London\", \"Remote\"]. Up to 8."
      • addedInput schema / properties / offset / description
        Added value: +"Skip this many results; pass next_offset from the previous page."
      • addedInput schema / properties / posted_within_hours / description
        Added value: +"Only roles posted within this many hours; 0 for any time."
      • addedInput schema / properties / published_since / description
        Added value: +"ISO date or time: only roles the company dated on or after it. Empty for any."
      • addedInput schema / properties / query / description
        Added value: +"Whole words matched in the title or company, e.g. \"product manager\" or \"quant\". Empty for any."
      • addedInput schema / properties / remote / description
        Added value: +"Only remote roles."
      • addedInput schema / properties / roles / description
        Added value: +"Several titles at once, matching any, e.g. [\"Product Manager\", \"Software Engineer\"]. Up to 40."
      • addedInput schema / properties / source / description
        Added value: +"Only roles from one source (gh is Greenhouse), or \"any\"."
  10. 6 tool updates
    • First observedcount_jobs
    • First observedget_changes
    • First observedget_job
    • First observedget_usage
    • First observedmy_jobs
    • First observedsearch_jobs

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