Jobvetta website screenshot

Jobvetta

Jobvetta is a jobs API for India — live openings gathered and checked against official employer sources, exposed as a REST API and a hosted MCP server that share one key. Search by keyword, Indian city or state, and posting age; fetch full structured detail for a single job. It is India-only by design: non-Indian locations return no results. The MCP server answers tools/list without credentials, so an agent can discover the two tools before signing up, and installation is a single documented `claude mcp add` command. Free during early access, with a shared limit of 50 tool calls per day and up to 20 jobs per search across both surfaces.

Jobvetta publishes 2 APIs on the APIs.io network. Tagged areas include Job, Recruiting, Job Search, India, and Employment.

Jobvetta’s developer surface includes documentation, signup flow, and 1 more developer resources.

7.7/100 minimal ▬ flat Agent 9/100 agent aware Front door AI 4/6 moderate saas Full breakdown ↓
scored 2026-10-04 · rubric v0.23.0
2 APIs 1 MCP Servers
JobRecruitingJob SearchIndiaEmploymentMCPAgent-NativeDeveloper Tools

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-10-04 · rubric v0.23.0
Regulatory Posture applies to this provider. Its tags matched the Employment & Payroll regime (on an ambiguous tag, where no other regime matched), so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.
Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.
The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from github.com/api-evangelist/jobvetta: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 2

Individual APIs this provider publishes, each with its own machine-readable definition.

Jobvetta REST API

REST access to live, vetted India job openings. `GET /jobs` searches by keyword (`q`), Indian city or state (`location`), posting age in days (`days`, 1–365) and result count (`...

Jobvetta MCP Server

Hosted MCP server over Streamable HTTP with two tools — `search_jobs` (q, location, days, limit) and `get_job` (job_id). Discovery is public: tools/list answers without credenti...

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Resources

Get Started 1

Portal, sign-up, and the first successful call

Documentation 1

Reference material describing how the API behaves

Company 1

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
name: Jobvetta
description: 'Jobvetta is a jobs API for India — live openings gathered and checked against official employer sources, exposed
  as a REST API and a hosted MCP server that share one key. Search by keyword, Indian city or state, and posting age; fetch
  full structured detail for a single job. It is India-only by design: non-Indian locations return no results. The MCP server
  answers tools/list without credentials, so an agent can discover the two tools before signing up, and installation is a
  single documented `claude mcp add` command. Free during early access, with a shared limit of 50 tool calls per day and up
  to 20 jobs per search across both surfaces.'
url: https://raw.githubusercontent.com/api-evangelist/jobvetta/refs/heads/main/apis.yml
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
created: '2026-08-02'
modified: '2026-08-02'
specificationVersion: '0.23'
tags:
- Job
- Recruiting
- Job Search
- India
- Employment
- MCP
- Agent-Native
- Developer Tools
tags_raw:
- Jobs
- Recruitment
- Job Search
- India
- Employment
- MCP
- Agent-native
- Developer Tools
- agent-native
apis:
- name: Jobvetta REST API
  description: REST access to live, vetted India job openings. `GET /jobs` searches by keyword (`q`), Indian city or state
    (`location`), posting age in days (`days`, 1–365) and result count (`limit`, 1–20, default 10); a companion call returns
    full structured detail for one job. Authenticates with a bearer token in the Authorization header. Verified live — an
    unauthenticated call returns HTTP 401 with a JSON error pointing at the dashboard.
  humanURL: https://www.jobvetta.com/api
  baseURL: https://api.jobvetta.com/v1
  tags:
  - Job
  - Job Search
  - Recruiting
  - India
  tags_raw:
  - Jobs
  - Job Search
  - Recruitment
  - India
  properties:
  - type: Documentation
    url: https://www.jobvetta.com/api
  - type: SignUp
    url: https://www.jobvetta.com/dashboard
- name: Jobvetta MCP Server
  description: 'Hosted MCP server over Streamable HTTP with two tools — `search_jobs` (q, location, days, limit) and `get_job`
    (job_id). Discovery is public: tools/list answers without credentials, so a client can enumerate the tools before holding
    a key. A key is needed only to run them, and the same key covers the REST API.'
  humanURL: https://www.jobvetta.com/mcp
  baseURL: https://api.jobvetta.com/mcp
  tags:
  - MCP
  - Agent-Native
  - Job
  - India
  tags_raw:
  - MCP
  - Agent-native
  - Jobs
  - India
  - agent-native
  properties:
  - type: MCPServer
    url: https://api.jobvetta.com/mcp
  - type: MCPTools
    url: mcp/jobvetta-mcp-tools.json
  - type: Documentation
    url: https://www.jobvetta.com/mcp
common:
- type: Website
  url: https://www.jobvetta.com
- type: Documentation
  url: https://www.jobvetta.com/api
- type: SignUp
  url: https://www.jobvetta.com/dashboard
maintainers:
- FN: Jobvetta
  url: https://www.jobvetta.com
x-evidence:
  harvested: '2026-08-02'
  request: apis.io add form, parked 2026-07-24
  probes:
  - https://api.jobvetta.com/v1/jobs -> HTTP 401, application/json, "Invalid or missing API key"
  - https://api.jobvetta.com/mcp tools/list -> HTTP 200, 2 tools, no credentials required
  - https://www.jobvetta.com/api -> HTTP 200, documents base URL, bearer auth and parameters
  - https://www.jobvetta.com/mcp -> HTTP 200, documents both tools and the install command
  - https://www.jobvetta.com/nonexistent-xyz789 -> HTTP 404, 57 bytes (no catch-all)
  - https://api.jobvetta.com/openapi.json -> HTTP 404
  - https://www.jobvetta.com/llms.txt -> HTTP 404
  - https://api.jobvetta.com/.well-known/mcp.json -> HTTP 404
  parked_in_error: The add-API pipeline parked this submission on 2026-07-24 at confidence 5 with reason `no_consumable_surface`.
    That is wrong. The API is live and enforcing auth, the MCP server is hosted and answers tools/list unauthenticated, and
    both are documented with base URL, auth scheme and per-parameter tables. What is missing is a machine-readable OpenAPI
    — the gate appears unable to recognise an API that is documented in HTML but not specified. Same failure class as the
    Torry Harris parking. See api-evangelist/roadmap#3.
  defects_found:
    no_openapi: No OpenAPI document is published. The REST surface is documented only in HTML, so there is nothing machine-readable
      to harvest, score for contract depth, or generate clients from. This is the single highest-leverage thing they could
      add.
    no_llms_txt: No llms.txt, and no MCP server card at /.well-known/mcp.json, despite the docs referring to a "server card".
      Discovery works through tools/list alone.
  not_asserted:
    pricing: '"Free during early access" with a stated shared limit of 50 tool calls per day and 20 jobs per search. No machine-readable
      rate card or plan document exists, so plans and rate limits are not asserted as artifacts.'
  note: Recovered from the parked queue rather than submitted twice. The MCP property is emitted because the endpoint is hosted
    and reachable, not a local install.

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