Taiwan Jobs 台灣求職
PYPI · TW-JOBS-MCP
Read-only Taiwan job search: 104, Yourator, and Greenhouse, Lever and Workday career sites.
Available components
Last scanned (12 hours ago)
Scores higher than 67% of PyPI servers
Category CRM and Sales
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 0 of 31 dependencies flagged as unhealthy. View diagnostics → Pass
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 2 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability58
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 976 tokens (~162/item across 6 items; 6 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management20
- Stability observed for 6 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage67
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 6 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 22 Oct 26 +16
- Malware scan: unverified → pass ▲ security
- 20 Oct 26 −13
- Malware scan: pass → unverified ▼ security
- Schema quality: 145 → 162 ▼ functional
- Stability: unverified → 0.13 ▲ functional
- Package version: 1.1.2 → 1.2.1 functional
- Package version: 1.1.2 → 1.2.0 functional
- 17 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 16 Oct 26 50
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 22 Oct 2026 · Analysed pypi/tw-jobs-mcp@1.2.1
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | pypi |
| Reason | No attestation published |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 31 packages
| Packages resolved | 31 |
|---|---|
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
get_company ~70
公司簡介。with_openings=True 附目前職缺；keyword 只列符合的職缺（104 連內文比對）。
| Name | Type | Req | Description |
|---|---|---|---|
| company_id | string | yes | – |
| full | boolean | – | – |
| keyword | string | – | – |
| with_openings | boolean | – | – |
No output schema declared.
No examples provided.
get_job ~76
職缺完整內容，full=True 看全文。104 限定：applicants＝近兩週應徵者人數與背景，similar＝相似職缺。
| Name | Type | Req | Description |
|---|---|---|---|
| applicants | boolean | – | – |
| full | boolean | – | – |
| job_id | string | yes | – |
| similar | boolean | – | – |
No output schema declared.
No examples provided.
lookup_code ~66
查地區（area）或職類（jobcat）代碼。name 留空則列 parent 的下一層（parent 也空＝最上層）。
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | yes | – |
| name | string | – | – |
| parent | string | – | – |
No output schema declared.
No examples provided.
salary_overview ~134
薪資行情：取前 pages（1~5）頁有公開薪資的職缺，依單位統計筆數、最低、四分位、中位、最高。 參數同 search_jobs。樣本統計，非全站。
| Name | Type | Req | Description |
|---|---|---|---|
| area | array | – | – |
| education | string | – | – |
| job_type | string | – | – |
| jobcat | array | – | – |
| keyword | string | – | – |
| my_years | integer | – | – |
| new_only | boolean | – | – |
| pages | integer | – | – |
| remote_only | boolean | – | – |
No output schema declared.
No examples provided.
search_jobs ~314
搜尋職缺，回傳表格（id 給 get_job，company_id 給 get_company）。 keyword 中文（給 104）、keyword_en 英文（給其他來源），互為翻譯；只填一個時兩邊共用。 非 104 來源只支援 keyword、area（yourator 另有 sort=newest，boards 另有 remote_only），其餘條件會在註記說明未套用。 area/jobcat 填中文名稱（台北市、軟體工程師）。salary_min 的單位是 salary_unit，104 預設不含面議，include_negotiable=True 才納入。 my_years＝使用者的年資，列出要求不超過它的（含經驗不拘）。per_page≤30，用 page 翻頁。
| Name | Type | Req | Description |
|---|---|---|---|
| area | array | – | – |
| education | string | – | – |
| include_negotiable | boolean | – | – |
| job_type | string | – | – |
| jobcat | array | – | – |
| keyword | string | – | – |
| keyword_en | string | – | – |
| my_years | integer | – | – |
| new_only | boolean | – | – |
| page | integer | – | – |
| per_page | integer | – | – |
| remote_only | boolean | – | – |
| salary_min | integer | – | – |
| salary_unit | string | – | – |
| sort | string | – | – |
| source | string | – | – |
No output schema declared.
No examples provided.
sources ~36
即時檢查 104、Yourator 與各外商職缺板目前哪些連得上，哪些被擋。
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
How do I install the Taiwan Jobs 台灣求職 MCP server?
Taiwan Jobs 台灣求職 runs locally as a PyPI package, launched with uvx tw-jobs-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · tw-jobs-mcp
claude mcp add hsuanc0921-tw-jobs-mcp -- uvx tw-jobs-mcp
What is the Taiwan Jobs 台灣求職 MCP server?
Taiwan Jobs 台灣求職 is an MCP server listed in the public MCP registry as io.github.HsuanC0921/tw-jobs-mcp. Read-only Taiwan job search: 104, Yourator, and Greenhouse, Lever and Workday career sites. This page covers its PyPI package (tw-jobs-mcp).
Is the Taiwan Jobs 台灣求職 MCP server safe to use?
Taiwan Jobs 台灣求職 scores 68 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 22 October 2026. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the Taiwan Jobs 台灣求職 MCP server expose?
Taiwan Jobs 台灣求職 exposes 6 tools: search_jobs, get_job, get_company, salary_overview, sources, lookup_code. Their descriptions and schemas cost roughly 696 tokens of context every time the server is loaded.
Is the Taiwan Jobs 台灣求職 MCP server still maintained?
Taiwan Jobs 台灣求職 is still listed as active in the MCP registry. We last reached this channel on 22 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the Taiwan Jobs 台灣求職 MCP server under?
Taiwan Jobs 台灣求職 declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.