AI Dev Jobs

com.aidevboard由 aidevboard.com 發布官方發布者v1.6.2更新於 Oct 24, 2026

MCP for 8,700+ current AI jobs. 13 tools: search, match, salaries, companies, commerce quotes.

已驗證Streamable HTTP可網頁執行效率與工作流資料與分析商業與電商

概覽

AI 產生的概覽

一個 AI/ML 徵才 MCP 伺服器,讓助理搜尋 8,700 多個精選職缺、比較薪資、依人選輪廓媒合職務,並執行以證據為基礎的履歷與應徵流程。

可以做什麼
搜尋並閱讀 AI/ML 職缺,可依標籤、工作型態、遠端資格、經驗等級、薪資與關鍵字篩選,並查看相似職缺與完整職缺內容。瀏覽雇主:公司清單、公司檔案、招募最積極的公司與索引統計。依標籤、等級、工作型態或公司查詢薪資基準。將人選輪廓與現有職缺媒合,並列出可用技能標籤。產生針對單一職缺的 ATS 履歷預覽,並分析應徵準備度。憑已驗證的人選金鑰核准編譯產物並送出應徵,之後記錄結果並回應雇主回報的面試結果。
適用情境
適合正在求職或研究 AI/ML 市場的人,讓助理搜尋職缺、比較薪資、篩選雇主,或透過結構化、以證據為基礎的流程起草並送出應徵。
執行需求
遠端 streamable HTTP 端點,不需本機執行環境或套件。探索類工具未宣告需要驗證;應徵流程需要經電子郵件驗證的人選金鑰,送出還需要 API 金鑰。需要網路連線。
安裝前請注意
此伺服器涉及求職應徵:編譯履歷、核准產物雜湊並向雇主送出,會把人選證據與個人資料傳送給第三方。送出應徵需要明確的主體授權與 API 金鑰。部分雇主端操作可能產生固定的雇主費用;據稱人選與代理不需付費。薪資與結果資料為申報資料,未經核實。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 AI Dev Jobs,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.aidevboard%2Fjobs/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "ai-dev-jobs": {
      "type": "http",
      "url": "https://aidevboard.com/mcp"
    }
  }
}

工具

20

search_jobs

Search AI/ML Jobs

Search curated AI/ML engineering roles for free. Filter by tags (e.g. llm, pytorch), workplace (remote/hybrid/onsite), global remote eligibility, experience level, salary range, or keyword. After selecting a role, candidates may use compile_job_specific_resume for a $0 transient ATS-oriented preview without identity; a verified key is required only to save an approval-bound artifact. The employer outcome pilot never affects organic results.

輸入參數tagslevellimitquerycompanyjob_typelocationworkplacesalary_minglobal_remoteposted_within_days

get_job

Get Job Details

Fetch full job posting by ID or slug: title, description, requirements, salary, workplace, tags, apply URL. Use after search_jobs to read a specific listing.

輸入參數id必填

list_companies

List Top Hiring Companies

Returns top AI/ML companies by active role count, optionally with average salary. Useful for discovering who is hiring in AI.

輸入參數limit

get_company

Get Company Profile

Get detailed profile for an AI company: total open roles, salary range, top tags/skills, workplace distribution, and apply URL. Use after list_companies or search_jobs to learn more about a specific employer.

輸入參數slug必填

get_stats

Get Index Stats

Current AI Dev Jobs index statistics: total active jobs, companies hiring, median salary, new jobs today / this week, and the top 10 trending tags across jobs posted in the last 7 days. This is free index data and does not create a payment handoff.

無需輸入參數。

match_jobs

Match Jobs to Candidate Profile

Rank active AI/ML jobs against a candidate profile for free. Scoring combines tag overlap (+2 per match), salary overlap (+3), workplace/level/type/location matches, and description keyword hits. After selecting a role, candidates may use compile_job_specific_resume for a $0 transient ATS-oriented preview without identity; a verified key is required only to save an approval-bound artifact. The employer outcome pilot never affects these matches.

輸入參數levellimitskills必填job_typelocationworkplacesalary_maxsalary_min

get_salary_data

Get Salary Benchmarks

Salary benchmarks for AI/ML roles. Filter by tag (e.g. 'llm', 'pytorch'), experience level, workplace type, or company. Returns average, median, p25, p75, min, max, and sample count. Useful for compensation research and negotiation.

輸入參數taglevelcompanyworkplace

get_similar_jobs

Get Similar Jobs

Given a job ID or slug, return active jobs that match on tag overlap, same workplace, level, and job type. Ranked by similarity score (tag overlap weighted 3x). Use after search_jobs to surface nearby roles — matches the /jobs/{id}/similar REST endpoint.

輸入參數id必填limit

list_tags

List Available Tags

Returns all available job tags/skills with the count of active jobs for each. Use to discover what tags are available for search_jobs filtering.

無需輸入參數。

analyze_application_readiness

Analyze Application Readiness

Analyze candidate-verified evidence against one active job for $0 without requiring identity. The transient response reports covered and unsupported public job signals without an acceptance probability, does not persist candidate evidence, does not submit an application, and rejects hidden screening-model instructions.

輸入參數job_id必填candidate_skillsevidence_bullets

compile_job_specific_resume

Compile a Job-Specific Resume Draft

Compile a $0 candidate-controlled ATS-oriented plain-text Markdown resume for one active job using only candidate-verified evidence. Without identity, returns a transient non-persisted preview that cannot be approved or submitted. With a verified candidate key, saves an immutable draft hash plus a machine-readable candidate_review handoff and requires the agent to pause for explicit human review. Never submits or authorizes an application.

輸入參數job_id必填candidate_skillsevidence_bullets必填

approve_compiled_application

Approve an Exact Compiled Application

Create a short-lived, single-use authorization for one email-verified candidate, one exact compiled artifact hash, and one unchanged active job. Requires principal_authorized=true, costs the candidate $0, and does not submit an application.

輸入參數artifact_id必填artifact_hash必填principal_authorized必填

apply_to_job

Submit a Confirmed Job Application

Submit only the exact, visible compiled artifact after the email-verified human principal approves its hash. Requires the single-use approval authorization, an API key, and principal_authorized=true. Candidates and agents are never charged.

輸入參數job_id必填compiled_artifact_id必填principal_authorized必填compiled_artifact_hash必填compiled_authorization_id必填

record_my_application_outcome

Record My Screening Progress

Record one email-verified candidate's explicitly authorized, fixed-taxonomy application outcome for $0. The receipt is candidate-reported, not employer-verified, creates no acceptance-rate claim, and never changes organic ranking.

輸入參數outcome必填application_id必填principal_authorized必填

list_my_interview_outcomes

List My Interview Confirmations

List employer-reported interview outcomes for applications submitted with the authenticated developer API key. No candidate fee is ever created.

無需輸入參數。

respond_to_interview_outcome

Confirm or Dispute an Interview Outcome

Record the authenticated candidate's independent response to an employer-reported interview. Requires explicit principal authorization. Confirmation can make a fixed employer fee billable; candidates and agents pay $0.

輸入參數outcome_id必填principal_authorized必填candidate_confirms_interview必填

list_products

List Outcome-Based Employer Pilot

Returns AI Dev Board's only agent-readable commercial offer: the employer-funded Verified Interview Pilot. Candidates and agents pay $0; job discovery and the evidence-backed application workflow are free. The pilot is billable only after an owner-approved program, a verified candidate-authorized application, and independent employer and candidate interview confirmation. It never changes organic ranking.

無需輸入參數。

quote_product

Quote Product

Returns the deterministic, outcome-only terms for AI Dev Board's Verified Interview Pilot. No candidate or agent is charged; legacy package, sponsorship, and Dossier product IDs are retired from agent commerce.

輸入參數product_id

start_checkout

Request Outcome-Based Employer Pilot Review

Returns a non-charging owner-review request template for the Verified Interview Pilot only. It creates no request, program, candidate action, invoice, or charge. Employer identity, exact-role authority, and acknowledgement of the capped 30-day terms are required before a separate review request may be submitted.

輸入參數companyproduct_idwork_emailemployer_namepilot_role_referencepilot_authority_assertedpilot_terms_acknowledged

版本歷史

1
  1. v1.6.2最新Sep 16, 2026

評分

已滿足適用檢查項的 83%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分

    請宣告包含 README 的 GitHub 儲存庫,或在 OAuth 受保護資源後設資料中提供 resource_documentation。

  • 授權條款不適用

    託管服務按其提供方的條款使用,因此這裡不要求授權條款。此檢查項不計入百分比。