JobDataLake
NPM · @JOBDATALAKE/MCP-SERVER · SCANNED AUG 3
Search 1M+ enriched job listings. Filter by skills, salary, location, and more. Free.
Available components
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 →
Supply Chain Security87
- No malware found by supply-chain analysis.Pass
- Only part of the dependency tree could be resolved (94 of 95), so this covers what we could see, not the whole tree.Partial
- No install/post-install scripts declared.Pass
- Only part of the dependency tree could be resolved (94 of 95), so this covers what we could see, not the whole tree. View diagnostics → Partial
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 106 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability60
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 758 tokens (~151/item across 5 items; 5 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 Management27
- Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage95
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 86% of tool parameters carry a description.Partial
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
npm · @jobdatalake/mcp-server
claude mcp add echojobsio-jdl-mcp-server -- npx -y @jobdatalake/mcp-server
codex mcp add echojobsio-jdl-mcp-server -- npx -y @jobdatalake/mcp-server
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"echojobsio-jdl-mcp-server": {
"type": "local",
"command": [
"npx",
"-y",
"@jobdatalake/mcp-server"
],
"enabled": true
}
}
} openclaw mcp add echojobsio-jdl-mcp-server --command npx --arg -y --arg @jobdatalake/mcp-server
mcp_servers:
echojobsio-jdl-mcp-server:
command: "npx"
args: ["-y", "@jobdatalake/mcp-server"] {
"mcpServers": {
"echojobsio-jdl-mcp-server": {
"command": "npx",
"args": [
"-y",
"@jobdatalake/mcp-server"
]
}
}
} 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.
- 3 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.
- 2 Aug 26 +46
- Provenance: unverified → fail ▼ security
- Install scripts: unverified → pass ▲ security
- Known CVEs: unverified → partial ▲ security
- Malware scan: unverified → pass ▲ security
- License: unverified → pass ▲ functional
- Dependency health: unverified → partial ▲ functional
- Maintenance: unverified → pass ▲ functional
- MCP protocol: unverified → pass ▲ functional
- Stability: unverified → 0.23 ▲ functional
- Schema quality: unverified → good ▲ functional
- Licence: MIT functional
- 1 Aug 26 −7
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 31 Jul 26 −18
- Malware scan: pass → unverified ▼ security
- 30 Jul 26 +20
- Tool coverage: unverified → 100 ▲ functional
- First check of Tool coverage: 86 functional
- First check of Schema quality: fail functional
- First check of Schema quality: fail functional
- First check of Schema quality: unverified functional
- 27 Jul 26 24
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 3 Aug 2026 · Analysed npm/@jobdatalake/[email protected]
Provenance none
Ecosystem: npm · Outcome: none
Dependencies 94 packages
94 packages in the resolved dependency tree · 94 deprecated · 29 stale.
The dependency tree was only partially resolved, so these counts may be incomplete.
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.
find_similar_jobs ~60
Find jobs similar to a given job listing using AI vector similarity. Great for "more like this" discovery.
| Name | Type | Req | Description |
|---|---|---|---|
| job_id | string | yes | Job handle or ID to find similar jobs for |
| per_page | number | — | Number of results |
No output schema declared.
No examples provided.
get_company ~44
Get company profile including open job count, industry, size, and career page URL.
| Name | Type | Req | Description |
|---|---|---|---|
| company | string | yes | Company domain (e.g. "stripe.com") or handle |
No output schema declared.
No examples provided.
get_filter_options ~54
Get available filter values (seniority levels, job functions, skills, etc.) with job counts. Useful for discovering what values to use in search filters.
| Name | Type | Req | Description |
|---|---|---|---|
| facets | string | — | Comma-separated facet fields to retrieve |
No output schema declared.
No examples provided.
get_job ~71
Get full details for a specific job listing including description, requirements, salary, and apply link. Use the job_handle ID from search_jobs results.
| Name | Type | Req | Description |
|---|---|---|---|
| job_id | string | yes | Job handle from search results (e.g. "dropbox-senior-full-stack-software-engineer-d3f1k") |
No output schema declared.
No examples provided.
search_jobs ~387
Search 1M+ job listings from 20K+ companies. Supports keyword search, AI semantic search, filters for location, salary, remote type, seniority, skills, and more.
| Name | Type | Req | Description |
|---|---|---|---|
| company | string | — | Company domain filter, e.g. "stripe.com" |
| countries | string | — | Comma-separated ISO country codes, e.g. "US,GB,DE" |
| employment_type | string | — | — |
| job_function | string | — | — |
| location | string | — | Location filter, e.g. "Remote", "San Francisco", "Germany" |
| page | number | — | — |
| per_page | number | — | Results per page (max 100) |
| posted_within | string | — | Time window: "24h", "7d", "30d" — only jobs posted within this period |
| query | string | — | Keyword search (title, company, skills). Use * for all jobs. |
| remote_type | string | — | Remote work policy |
| salary_max | number | — | Maximum annual salary in USD |
| salary_min | number | — | Minimum annual salary in USD |
| semantic_query | string | — | AI semantic search. Works best with job-title-like queries (e.g. "machine learning engineer", "senior devops"). Supported for remote + tech jobs only. |
| seniority | string | — | Comma-separated: Entry, Mid Level, Senior, Staff, Principal, Manager, Internship, Director, Lead, C Level |
| skills | string | — | Comma-separated required skills, e.g. "Python,AWS,Kubernetes" |
| sort_by | string | — | Sort: "posted_at:desc" (newest, default), "posted_at:asc" (oldest), "salary_max_usd:desc" (highest paid), "salary_min_usd:asc" (lowest paid) |
No output schema declared.
No examples provided.