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MCP 服务器

nextrole

io.github.hyperdrift-io/nextrole
生产力 搜索与研究 公开且可连接 MCP 2025-11-25

此 MCP 可以做什么

Finds job listings, extracts job specifications, evaluates CV fit, checks ATS issues, and tailors CVs to roles.

功能

工具

5 工具
ats_lint
ATS lint a CV
Free, deterministic ATS check: flags banned symbols, first-person voice, non-standard headers, and unquantified bullets. Returns findings + a pass/fail verdict.
只读
输入模式 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['cv_markdown'], 'properties': {'cv_markdown': {'type': 'string', 'description': 'The CV in Markdown.'}}}
fetch_job_spec
Fetch a job spec from a URL
Fetches and extracts the job description text from a public job-posting URL, ready to feed into score_cv or tailor_cv_to_role. Cheap, no LLM.
只读 可访问外部资源
输入模式 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'A public https:// job posting URL.'}}}
find_roles
Find live roles
Searches live job listings for a role query (e.g. "frontend engineer London"). Cheap, no LLM — returns a short list of matching roles with company and link.
只读 可访问外部资源
输入模式 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query'], 'properties': {'query': {'type': 'string', 'description': 'A role query, e.g. "frontend engineer London".'}}}
score_cv
Score a CV against a job
The free first read: scores a CV against a job spec using NextRole's critic engine — overall match, per-dimension scores, strengths, gaps, and the single top priority to fix.
只读
输入模式 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['cv_markdown', 'job_spec'], 'properties': {'job_spec': {'type': 'string', 'description': 'The target job description.'}, 'cv_markdown': {'type': 'string', 'description': 'The CV in Markdown.'}}}
tailor_cv_to_role
Tailor a CV to a job
Rewrites a CV for a specific job spec using NextRole's multi-pass tailor→critic engine. Free anonymous allowance; on exhaustion returns a link to continue on the web app.
输入模式 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['cv_markdown', 'job_spec'], 'properties': {'job_spec': {'type': 'string', 'description': 'The target job description.'}, 'cv_markdown': {'type': 'string', 'description': 'The CV in Markdown.'}}}
历史

近期工具变更

已添加
fetch_job_spec
2026年9月17日 12:42
已添加
find_roles
2026年9月17日 12:42
已添加
score_cv
2026年9月17日 12:42
已添加
tailor_cv_to_role
2026年9月17日 12:42
已添加
ats_lint
2026年9月17日 12:42
发现

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