AI & Machine Learning

mikeishiring.com

Provides AI frontier lab information, role paths, hiring evidence, and job search for AI roles.

1 endpoint20 known toolsFirst detected September 6, 2026Last detected September 6, 2026

ENDPOINT 1

https://mikeishiring.com/api/public/v1/mcp?surface=market

No auth detected

MCP server metadata

Name: mikeishiring-public-api
Version: 1.1.0

Capabilities

tools

Server instructions

Public market-research surface. Begin broad questions with get_market_overview and get_market_map_details so the answer inherits the current scope, taxonomy, freshness, and citation readiness. For what changed, use market signals, funding rounds, and company hiring history. For role demand, use job facets, job search, salary bands, market skills, and role or skill explanations. Resolve companies before using company detail, jobs, history, adjacencies, comparisons, or dossiers. Use the Frontier AI overview, lab brief, role paths, and evidence ledger for lab-specific claims. Treat postings as observed demand, not proof of a hire. Preserve named sources, observation windows, raw counts, denominators, coverage, suppression, readiness, and unknowns. Never infer private candidate facts or person-level movement from aggregate evidence. This surface is read-only and has no profile, application, tracker, inbox, connector, or operator tools. Do the synthesis in your own reasoning.

Known tools 20

get_ai_frontier_overview

Summarize covered Frontier AI labs, source mode, safe uses, and privacy.

Inferred read-only

get_ai_frontier_role_paths

Return source-backed AI role paths, proof bars, actions, and caveats.

Inferred read-only

get_ai_frontier_lab_brief

Return a source-backed hiring, interview, role-bar, proof, and reputation brief for one AI lab.

Inferred read-only

get_ai_hiring_evidence_ledger

Bounded source provenance for public AI hiring claims; no raw export or person-level data.

Inferred read-only

search_jobs

Search live AI and frontier-tech jobs.

Inferred read-only

get_job_detail

Fetch one job by id within an optional AI or frontier-tech scope before recommending, comparing, or saving it.

Inferred read-only

review_company_dossier

Build a bounded stateless company diligence dossier; use response_detail=full for expanded evidence.

Inferred read-only

explain_role_or_skill

Explain a role or skill through Knowledge, resolving IDs, slugs, names, and aliases.

Inferred read-only

search_companies

Search frontier-tech companies that are actively hiring — by name, sector, vertical, or ecosystem — with open-job count and 30-day hiring velocity.

Inferred read-only

get_company_detail

Fetch one company profile by id — headcount, funding, remote policy, ecosystem, and hiring velocity.

Inferred read-only

find_company_adjacencies

Find evidence-backed company peers, deduplicated and ranked by relative similarity.

Inferred read-only

get_market_skills

List in-demand frontier-tech skills.

Inferred read-only

get_market_overview

High-level frontier-tech hiring market snapshot: companies hiring, jobs posted this vs last week, median salary, and recent funding activity.

Inferred read-only

get_market_map_details

Return citation readiness for role, skill, company, funding, culture, compensation, geography, source, and growth-path dimensions.

Inferred read-only

list_job_facets

List available job filter facets (functional specializations and their counts, total jobs, unique companies).

Inferred read-only

get_market_signals

Real-time hiring and funding signals: companies with recent hiring-velocity spikes (new jobs, weekly trend) and recent funding events.

Inferred read-only

get_funding_rounds

Recent frontier-tech funding rounds with amount, round type, lead investors, and whether the company is currently hiring (and how many open roles).

Inferred read-only

compare_companies

Compare 2-5 companies on hiring momentum, funding, headcount, ecosystem overlap, and open jobs.

Inferred read-only

get_salary_bands

Compute scoped salary bands with sample and disclosure coverage.

Inferred read-only

get_company_hiring_history

Show current and recently seen closed roles for a company; optionally rank them by candidate overlap.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.mikeishiring-public-api]
url = "https://mikeishiring.com/api/public/v1/mcp?surface=market"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "mikeishiring-public-api": {
      "type": "http",
      "url": "https://mikeishiring.com/api/public/v1/mcp?surface=market"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: mikeishiring-public-api
Remote MCP URL: https://mikeishiring.com/api/public/v1/mcp?surface=market

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "mikeishiring-public-api": {
      "url": "https://mikeishiring.com/api/public/v1/mcp?surface=market"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "mikeishiring-public-api": {
      "type": "http",
      "url": "https://mikeishiring.com/api/public/v1/mcp?surface=market"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "mikeishiring-public-api",
  "transport": "streamable-http",
  "url": "https://mikeishiring.com/api/public/v1/mcp?surface=market"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Loading Trust v2 evidence…

Checking the associated registrable domain. The BuiltWith key remains server-side.

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.