Jobbi

Jobbi is a free, privacy‑first AI‑powered job finder for technologists. It matches uploaded resumes client‑side to thousands of live tech job listings across AI, crypto, SaaS, fintech, cybersecurity and more, without requiring sign‑ups, accounts, or data collection. The service runs entirely in the browser, ensuring resume data never leaves the user’s device, and provides instant ranked matches with filters for level, remote work, salary and recency.

Jobbi publishes 3 API contracts indexed on the APIs.io network: Agent gigs API, Human jobs API, and MCP API. Tagged areas include Job Search, Artificial Intelligence, Privacy, and Tech Jobs.

The Jobbi catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Jobbi’s developer surface includes documentation, API reference, engineering blog, and 22 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

28.3/100 thin Agent 34/100 agent ready Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

1 published contract 1 MCP Servers

Job Search Artificial Intelligence Privacy Tech Jobs

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 28.3/100 · thin

Contract Quality 12.0 / 21

Developer Ergonomics 3.2 / 17

Access Clarity 2.9 / 17

Operational Transparency 0.0 / 11

Contract Governance 2.2 / 10

Discoverability 4.1 / 9

Regulatory Posture 1.8 / 15

Agent readiness — 34/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 8 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, 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/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey) Ask about this →
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented) Ask about this →
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented) Ask about this →
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document Ask about this →
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented) Ask about this →
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks Ask about this →

7 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Access Clarity scores 17.0 — up to +16.6 composite points Ask about this →
Developer Ergonomics scores 19.0 — up to +16.2 composite points Ask about this →
Operational Transparency scores 0.0 — up to +13.0 composite points Ask about this →

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

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 the provider profile at artifacts.apis.io/jobbi-org/apis.yml: open an issue on github.com/api-evangelist/jobbi-org to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 3

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Agent2Agent

measured — observed by APIs.io (conformant)

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

OpenAPI

measured — observed by APIs.io (published)

APIs 3

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

Jobbi Agent gigs API

The agent gig index: JSON Feed 1.1 at /gigs.json (alias /api/gigs), plain text at /gigs.txt, Markdown at /gigs.md. Rebuilt about hourly; edge-cached 300 s; conditional requests ...

Jobbi Human jobs API

The human tech job index behind the Jobbi job finder and the find_jobs tool.

Jobbi MCP API

Model Context Protocol server: JSON-RPC 2.0 over Streamable HTTP, stateless, no auth. Tools list_gigs, get_gig, list_sources, find_jobs.

MCP Servers 1

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

Jobbi MCP Server

Remote MCP server at jobbi.org.

MCP SERVER

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Jobbi Org Context

28 classes · 91 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.

Jobbi API Rules

55 rules · 47 error-severity 4 warn-severity 4 info-severity

SPECTRAL

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Jobbi Domain Security

TLSv1.3 · HSTS

SECURITY

Agentic Access (API Evangelist recommendations) 1

Recommended x-agentic-access execution contracts for AI agents.

Jobbi Agentic Access

6 operations · 1 acting

AGENTIC

Resources

Documentation 4

Reference material describing how the API behaves

Documentation

APIReference

Guides

OpenAPI

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

LLMsTxt

MCPServer

WellKnown

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

ErrorCatalog

Conformance

Build 1

SDKs, sample code, and the tooling you integrate with

ToolCrosswalk

ToolCrosswalk

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 3

The organization behind the API

Website

Website

About

About

Blog

Blog

Other 4

Properties that don't map to a standard resource type

AgentCard

Hosts

Vendors

SalaryReport

Source (apis.yml)

aid: jobbi-org
name: Jobbi
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - security
  generated: '2026-11-13'
  method: derived
image: https://jobbi.org/og-image.png
description: Jobbi is a free, privacy‑first AI‑powered job finder for technologists. It matches uploaded resumes client‑side
  to thousands of live tech job listings across AI, crypto, SaaS, fintech, cybersecurity and more, without requiring sign‑ups,
  accounts, or data collection. The service runs entirely in the browser, ensuring resume data never leaves the user’s device,
  and provides instant ranked matches with filters for level, remote work, salary and recency.
url: https://artifacts.apis.io/jobbi-org/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-13 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-12'
modified: '2026-11-12'
tags:
- Job Search
- Artificial Intelligence
- Privacy
- Tech Jobs
tags_raw:
- Job Search
- AI
- Privacy
- Tech Jobs
- Free Service
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/jobbi-org-agentic-access.yml
- type: Spectral
  url: rules/jobbi-org-rules.yml
- type: JSONLD
  url: json-ld/jobbi-org-context.jsonld
- type: Vocabulary
  url: vocabulary/jobbi-org-vocabulary.yml
- type: DataModel
  url: data-model/jobbi-org-data-model.yml
- type: ErrorCatalog
  url: errors/jobbi-org-problem-types.yml
- type: Conformance
  url: conformance/jobbi-org-conformance.yml
- type: LLMsTxt
  url: llms/jobbi-org-llms.txt
- type: AgentCard
  url: a2a/jobbi-org-a2a.yml
- type: ToolCrosswalk
  url: mcp/jobbi-org-tool-crosswalk.yml
- type: MCPServer
  url: mcp/jobbi-org-mcp.yml
- type: WellKnown
  url: well-known/jobbi-org-well-known.yml
- type: Hosts
  url: hosts/jobbi-org-hosts.yml
- type: Vendors
  url: vendors/jobbi-org-vendors.yml
- type: TermsOfService
  url: https://jobbi.org/terms/
- type: DomainSecurity
  url: security/jobbi-org-domain-security.yml
- type: Website
  url: https://jobbi.org/
- type: Documentation
  url: https://jobbi.org/docs/mcp/
- type: APIReference
  url: https://jobbi.org/docs/mcp/
- type: PrivacyPolicy
  url: https://jobbi.org/privacy
- type: About
  url: https://jobbi.org/about/
- type: Blog
  url: https://jobbi.org/news/
- type: Guides
  url: https://jobbi.org/guides/
- type: SalaryReport
  url: https://jobbi.org/salary-report/
- type: OpenAPI
  url: openapi/jobbi-org-openapi.yml
  name: OpenAPI (provider-hosted)
apis:
- aid: jobbi-org:jobbi-org-agent-gigs-api
  name: Jobbi Agent gigs API
  description: 'The agent gig index: JSON Feed 1.1 at /gigs.json (alias /api/gigs), plain text at /gigs.txt, Markdown at /gigs.md.
    Rebuilt about hourly; edge-cached 300 s; conditional requests via ETag.'
  baseURL: https://jobbi.org
  tags:
  - Agent gigs
  properties:
  - type: OpenAPI
    url: openapi/jobbi-org-agent-gigs-api-openapi.yml
- aid: jobbi-org:jobbi-org-human-jobs-api
  name: Jobbi Human jobs API
  description: The human tech job index behind the Jobbi job finder and the find_jobs tool.
  baseURL: https://jobbi.org
  tags:
  - Human jobs
  properties:
  - type: OpenAPI
    url: openapi/jobbi-org-human-jobs-api-openapi.yml
- aid: jobbi-org:jobbi-org-mcp-api
  name: Jobbi MCP API
  description: 'Model Context Protocol server: JSON-RPC 2.0 over Streamable HTTP, stateless, no auth. Tools list_gigs, get_gig,
    list_sources, find_jobs.'
  baseURL: https://jobbi.org
  tags:
  - MCP
  properties:
  - type: OpenAPI
    url: openapi/jobbi-org-mcp-api-openapi.yml
x-enrichment:
  date: '2026-11-13'
  status: enriched
  artifacts_added: 23
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Jobbi API — frequently asked questions

Does Jobbi have an API?

Yes. APIs.io lists 3 APIs from Jobbi, including Jobbi Agent gigs API, Jobbi Human jobs API and Jobbi MCP API.

Is there an OpenAPI specification for the Jobbi API?

Yes. APIs.io indexes 3 OpenAPI specifications for Jobbi, each linked for download from this page.

Does Jobbi have an MCP server?

Yes. APIs.io lists 1 MCP server for Jobbi: Remote MCP server at jobbi.org.

Is the Jobbi API ready for AI agents?

Jobbi has a Kin Score of 28.3 out of 100 (thin) and an Agent Readiness score of 33.5 (agent-ready), scored by API Evangelist on 2026-11-13.

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