MCP for 8,700+ current AI jobs. 13 tools: search, match, salaries, companies, commerce quotes.
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Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.
Full call logging
Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.
Tool access control
Enable or disable individual tools per connector, so you decide what your agents can and cannot do.
Managed credentials
Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.
Usage analytics
See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.
Average 4.1/5 across 13 of 13 tools scored. Lowest: 3.3/5.
Each tool has a distinct purpose: getting company profiles, job details, salary data, similar jobs, stats, trending companies, listing companies/products/tags, matching jobs, quoting products, searching jobs, and starting checkout. No two tools overlap in functionality.
All tool names follow the verb_noun pattern with lowercase underscores (e.g., get_company, list_companies, search_jobs). The naming is predictable and consistent throughout.
13 tools is a well-scoped set for an AI job board, covering browsing, searching, detailed views, salary insights, trending data, and product purchase without being excessive or insufficient.
The tool surface covers all key operations: searching, listing companies/tags, getting job and company details, similar jobs, matching jobs, salary benchmarks, statistics, trending companies, and purchasing products. No obvious gaps for the stated purpose.
get_companyGet Company ProfileInspectGet detailed profile for an AI company: total open roles, salary range, top tags/skills, workplace distribution, and apply URL. Use after list_companies or search_jobs to learn more about a specific employer.
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes | Company slug (e.g. 'anthropic', 'openai', 'deepmind'). Use the slug from search_jobs or list_companies results. |
get_jobGet Job DetailsInspectFetch full job posting by ID or slug: title, description, requirements, salary, workplace, tags, apply URL. Use after search_jobs to read a specific listing.
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes | Job ID (UUID) or slug |
get_salary_dataGet Salary BenchmarksInspectSalary benchmarks for AI/ML roles. Filter by tag (e.g. 'llm', 'pytorch'), experience level, workplace type, or company. Returns average, median, p25, p75, min, max, and sample count. Useful for compensation research and negotiation.
| Name | Required | Description | Default |
|---|---|---|---|
| tag | No | Filter by tag (e.g. 'llm', 'pytorch', 'agents') | |
| level | No | Experience level | |
| company | No | Company slug (e.g. 'anthropic', 'openai') | |
| workplace | No | Workplace type |
get_similar_jobsGet Similar JobsInspectGiven a job ID or slug, return active jobs that match on tag overlap, same workplace, level, and job type. Ranked by similarity score (tag overlap weighted 3x). Use after search_jobs to surface nearby roles — matches the /jobs/{id}/similar REST endpoint.
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes | Job ID (UUID) or slug — same identifier get_job accepts | |
| limit | No | Max results (default 5, max 20) |
get_statsGet Index StatsInspectCurrent AI Dev Jobs index statistics: total active jobs, companies hiring, median salary, new jobs today / this week, and the top 10 trending tags across jobs posted in the last 7 days. Returns a paid market-demand pack handoff for users who want the full ranked CSV, source URLs, and decision brief.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
get_trending_companiesGet Trending CompaniesInspectCompanies posting the most AI/ML jobs in the last N days. Complements get_stats trending_tags_7d — while that answers 'what skills are trending', this answers 'who's hiring most aggressively'. Returns company name/slug/logo plus the count of new jobs in the window.
| Name | Required | Description | Default |
|---|---|---|---|
| days | No | Look-back window in days (default 7, max 30) | |
| limit | No | Max results (default 10, max 25) |
list_companiesList Top Hiring CompaniesInspectReturns top AI/ML companies by active role count, optionally with average salary. Useful for discovering who is hiring in AI.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max companies (default 20, max 50) |
list_productsList Paid ProductsInspectReturns current agent-readable sellable products for AI Dev Board, including promoted listings, the AI Market Demand Pack, Dossier packages, and unavailable waitlist products. Retired data-pack aliases resolve to the Market Demand Pack and are not listed as separate offers. Use before quote_product or start_checkout.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
list_tagsList Available TagsInspectReturns all available job tags/skills with the count of active jobs for each. Use to discover what tags are available for search_jobs filtering.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
match_jobsMatch Jobs to Candidate ProfileInspectRank active AI/ML jobs against a candidate profile (skills, salary range, workplace, level). Scoring combines tag overlap (+2 per match), salary overlap (+3), workplace/level/type/location matches, and description keyword hits. Returns pre-ranked matches, scoring explanations, and one AI Market Demand Pack handoff for broader market evidence.
| Name | Required | Description | Default |
|---|---|---|---|
| level | No | ||
| limit | No | Max results (default 10) | |
| skills | Yes | Candidate skills/tags (e.g. ['python','llm','pytorch']) | |
| job_type | No | ||
| location | No | Location substring (e.g. 'San Francisco') | |
| workplace | No | ||
| salary_max | No | Maximum salary USD | |
| salary_min | No | Minimum salary USD |
quote_productQuote ProductInspectReturns a deterministic quote for an AI Dev Board product, including amount in cents, currency, supported payment mode, and checkout requirements. Accepts product_id or dossier sku.
| Name | Required | Description | Default |
|---|---|---|---|
| sku | No | Dossier SKU alias: baseline, pitch, or pitch10. | |
| tier | No | Legacy alias. tier=promote maps to aidevboard_promote_listing. | |
| product_id | No | Active product ID from list_products, e.g. aidevboard_promote_listing, aidevboard_ai_skills_demand_pack, or aidevboard_dossier_baseline. Retired data-pack IDs resolve to aidevboard_ai_skills_demand_pack. |
search_jobsSearch AI/ML JobsInspectSearch curated AI/ML engineering roles. Filter by tags (e.g. llm, pytorch), workplace (remote/hybrid/onsite), global remote eligibility, experience level, salary range, or keyword. Results are ranked by quality score and recency and include one AI Market Demand Pack handoff for the full ranked CSV, source URLs, and decision brief.
| Name | Required | Description | Default |
|---|---|---|---|
| tags | No | Tag filter (e.g. ['llm', 'pytorch']). Returns jobs with ANY of these tags. | |
| level | No | Experience level | |
| limit | No | Max results (default 10, max 25) | |
| query | No | Keyword query — matches title, description, company name, and tags | |
| company | No | Company slug (e.g. 'openai', 'anthropic') — returns only that company's jobs | |
| job_type | No | Employment type | |
| location | No | Location substring (e.g. 'San Francisco') | |
| workplace | No | Filter by workplace type | |
| salary_min | No | Minimum salary in USD. Matches if job's max salary >= this value (range overlap). | |
| global_remote | No | Only roles explicitly open to candidates worldwide. Ambiguous or region-restricted remote jobs are excluded. | |
| posted_within_days | No | Only return jobs posted within the last N days. Useful for polling agents that check for new listings — try 1 for daily, 7 for weekly. |
start_checkoutStart CheckoutInspectReturns the correct checkout handoff for a product without charging automatically. For promoted listings and the AI Market Demand Pack it returns the POST /api/v1/checkout body; for Dossier it returns the authenticated checkout URL.
| Name | Required | Description | Default |
|---|---|---|---|
| sku | No | Dossier SKU alias: baseline, pitch, or pitch10. | |
| job_id | No | Required for aidevboard_promote_listing. | |
| product_id | No | Product ID from list_products. | |
| buyer_email | No | Required by POST /api/v1/checkout for promoted listings. Blocks anonymous probes from creating pending Stripe sessions. | |
| payment_mode | No | Payment mode. stripe_checkout is the default; stripe_spt is supported for promoted-listing checkout when the HTTP caller supplies shared_payment_granted_token to /api/v1/checkout. |
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{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"maintainers": [{ "email": "your-email@example.com" }]
}The email address must match the email associated with your Glama account. Once published, Glama will automatically detect and verify the file within a few minutes.
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