Indeed vs Coresignal for AI agents
Indeed’s developer docs list no self-serve job search API: third parties get a JavaScript plugin for approved partners, and a beta MCP server that works only as a Claude connector. Coresignal is a B2B jobs data API and dataset of deduplicated job postings merged from many sources into one format.
The short answer
- Indeed: Job seekers using Claude who want Indeed's own listings and their Indeed resume in one place; not an open data API for developers.
- Coresignal: Large-scale, historical job-postings data for analytics, research and data products.
Side by side
| Indeed | Coresignal | |
|---|---|---|
| Searches | Jobs from Indeed and Indeed PLUS job boards (aggregated), shown through Indeed's own plugin UI. | Company websites, professional networks, ATS platforms and major job aggregators; 486M+ postings, 52M+ active, 195+ countries. |
| Returns | The plugin renders Indeed's own job search UI on your page (no raw data documented). The MCP Job Search tool returns titles, companies, locations, salaries and application URLs. | Records with job_id, status, title, description, seniority, employment_type, company_name, company_domain, location, country/city, salary (min, max, currency), external_url and job_sources[].url. |
| Before the first call | Indeed partner status and a partner app ID arranged through an Indeed representative (plugin); an Indeed account sign-in inside Claude (MCP). | A Coresignal account and API key (trial available); queries use Elasticsearch DSL. |
| Free | – | Trial with 2,000 free credits, no credit card required (1 credit per job posting record). |
| Paid | – | Self-serve plans from $49 per month (Mini, 2,500 credits per month); datasets are custom-priced from $1,000. |
| Acting on a result | MCP results include application URLs; the docs do not say whether they point to Indeed or to the employer. | external_url is the job URL on the company's own site (not always filled); job_sources[].url gives each source posting. |
| Limits on keeping or showing results | Plugin rules: HTTPS pages only, explanatory headers, 16px margins, no leading users to click jobs for monetization; Indeed caps each publisher's click revenue. No caching or storage clause found. | Not stated on its pages |
| AI in its terms | Indeed's Terms of Service define Agentic AI and prohibit bots automating Indeed Apply outside Indeed's official vendors; the MCP server is beta and subject to Indeed's Terms of Service. | Not stated on its pages |
| Coverage | – | 195+ countries. |
| MCP server | Official Indeed MCP server, beta, available only as a Claude connector: https://docs.indeed.com/mcp/ | Official Coresignal MCP server, OAuth 2.1: https://mcp.coresignal.com/mcp/v2 (legacy https://mcp.coresignal.com/mcp deprecated Nov 1, 2026) |
Where Openpath fits
If the agent needs a job to apply for in Austin, Texas, or a remote one, Openpath returns the listings themselves, free and with no key. See Openpath vs Indeed and Openpath vs Coresignal.
Questions people ask
What do I need before I can use Coresignal?
A Coresignal account and API key (trial available); queries use Elasticsearch DSL.
Is Coresignal free?
Trial with 2,000 free credits, no credit card required (1 credit per job posting record).
Sources
Every line about another company comes from its own pages. Prices and terms change, so check the source before you rely on one.
Indeed, read on October 15, 2026:
- docs.indeed.com/publisher-js-plugin: “To use the plugin, you must be an Indeed partner.”
- docs.indeed.com/publisher-js-plugin: “Integrate Indeed features into your job board or publisher site by making only front-end changes.”
- docs.indeed.com/publisher-js-plugin: “Indeed assigns each publisher a cap on how much revenue they can receive from clicks on jobs”
- docs.indeed.com/mcp: “is available only for Claude Connector”
- docs.indeed.com/mcp: “titles, companies, locations, salaries, and application URLs”
- docs.indeed.com/mcp: “Sign in with your Indeed account for first-time use”
- docs.indeed.com/mcp: “offered in beta and subject to Indeed's Terms of Service”
- indeed.com/legal: “Use of any automation, scripting, or bots to automate the Indeed Apply process outside of Indeed's official vendors”
- indeed.com/legal: “Agentic AI: An algorithm which can perform tasks in accordance with a person's instructions.”
Coresignal, read on October 15, 2026:
- coresignal.com/solutions/jobs-data-api: “Jobs data from company websites, professional networks, ATS platforms, and major jobs data aggregators”
- coresignal.com/solutions/jobs-data-api: “2,000 free credits · No credit card required”
- coresignal.com/solutions/jobs-data-api: “195+ countries covered”
- coresignal.com/pricing: “monthly plans starting at $49/month”
- coresignal.com/pricing: “One price, full data record”
- docs.coresignal.com/jobs-api/multi-source-jobs-api/data-dictionary-multi-source-jobs-api: “External (company) job URL”
- docs.coresignal.com/integrations/coresignal-mcp: “OAuth 2.1 sign-in via the Coresignal dashboard”