# JobDataLake — AI Connector JobDataLake publishes 5 MCP tools to Claude. Marketplace availability, tool surface, verification tier, and what Node8 measured against the live endpoint. Source: https://node8.ai/ai-connectors/data-analytics/jobdatalake/ --- [AI Connectors](https://node8.ai/ai-connectors/) · [Data & Analytics](https://node8.ai/ai-connectors/data-analytics/) # JobDataLake Structured job listing search across more than a million postings Listed in Claude · 5 published tools · Community-listed [Claude connector docs](https://www.jobdatalake.com/mcp) [jobdatalake.com](https://www.jobdatalake.com) Overview ## What JobDataLake does JobDataLake indexes job listings from over 20,000 companies and enriches them so they can be filtered on structured attributes instead of keyword matching alone: seniority, remote type, salary band, location and skills. Search accepts both keyword queries and semantic ones, and a similarity path finds postings close to a given listing. The free tier runs at 500 calls a day with no signup and no API key, which is unusual for a data connector and means the shape of the data can be examined before any account exists. Paid access lifts the limit. Published by EchoJobs. ### Who it is for Job seekers, recruiters and labour market analysts. ### Tool surface The five tools answered anonymously and read as one search flow: search\_jobs, then get\_job for full detail, get\_company for the employer, find\_similar\_jobs using vector similarity, and get\_filter\_options to discover which filter values exist and how many jobs carry each. All reads. Availability ## Where JobDataLake is listed JobDataLake is listed in the Claude connectors directory only. EchoJobs LLC has no app under the same domain in the ChatGPT directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them. The MCP server behind a Claude connector is usually the same server a ChatGPT app would need, so the absence is a distribution decision rather than a technical one. Claude listing ## In the Claude connectors directory JobDataLake publishes 5 tools to Claude, a deliberately narrow surface; only 22.3% of the 1,253 Claude-listed connectors expose fewer. The median Claude-listed connector filed under Data & Analytics publishes 12, so this one sits 7 tools below its bucket's median, 151st of 198. It falls in the 4-6 tools band, which holds 16.2% of the Claude directory. ### Measured against the live endpoint A direct call to the endpoint returned 5 tools, matching the 5 the listing publishes. Probed 2026-08-07. #### Tools the server actually returns - `search_jobs` - `get_job` - `get_company` - `find_similar_jobs` - `get_filter_options` JobDataLake publishes a remote MCP endpoint. Claude connects to it over HTTP; there is nothing to install locally. Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there. Publisher EchoJobs LLC Verification Community-listed (61.5% of the Claude directory) Filed under Data & Analytics Endpoint `https://mcp.jobdatalake.com/` Documentation [Publisher setup docs](https://www.jobdatalake.com/mcp) Published tools 5 · 4-6 tools band Depth rank in Data & Analytics 151 of 198 Snapshot August 2026 JobDataLake is community-listed in the Claude directory, the tier 770 of 1,253 connectors sit in (61.5%). It is the default for a self-published server, and says nothing either way about quality. In the publisher's words ## How EchoJobs LLC describes it > Search and filter 1M+ enriched job listings from 20,000+ companies. Find jobs by skills, salary, location, seniority, remote type, and more. Includes 5 tools: search jobs, get job details, company profiles, similar jobs, and filter discovery. Free tier with 500 calls/day — no signup or API key needed. Unlimited access available with a paid plan. Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it. Nearby ## Other Data & Analytics connectors ### [Keyword Tool: Free SEO Keyword Research](https://node8.ai/ai-connectors/data-analytics/keyword-tool-free-seo-keyword-research/) Free keyword idea generation from Google and Bing autocomplete Claude ### [alphaXiv](https://node8.ai/ai-connectors/data-analytics/alphaxiv/) Keyword and embedding search across the arXiv preprint corpus Claude ### [Atomscale](https://node8.ai/ai-connectors/data-analytics/atomscale/) Materials characterisation data, notebooks, and instrument streams Claude ### [Box](https://node8.ai/ai-connectors/data-analytics/box/) Search and reference documents stored in Box Claude · ChatGPT ### [Crustdata](https://node8.ai/ai-connectors/data-analytics/crustdata/) B2B company and people search with enrichment across 350+ datapoints Claude ### [MMM Labs](https://node8.ai/ai-connectors/data-analytics/mmm-labs/) Marketing mix model runs and ROI analysis from MMMLabs Claude [All 260 Data & Analytics connectors](https://node8.ai/ai-connectors/data-analytics/) This is an independent catalogue entry compiled by Node8 from JobDataLake's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with EchoJobs LLC, and inclusion here is not an endorsement. ## Want your company reachable inside ChatGPT and Claude? Node8 builds MCP servers end to end: deciding which tools are worth exposing, the authentication and permission model, the review submissions, and the onboarding that gets them used. One server serves ChatGPT, Claude, and Microsoft Copilot. [See how it works](https://node8.ai/mcp) Book a strategy session