DOL WHD MCP
Search and retrieve details about places using the Google Places API, including business information, hours, and reviews.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@DOL WHD MCP Show me OSHA inspections in Austin"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
DOL WHD MCP
TypeScript MCP server for Department of Labor WHD Enforcement, OFLC LCA disclosure, OSHA inspection, and SAM.gov contract opportunity data.
Setup
npm install
npm run buildCreate a local .env file:
DOL_API_KEY=your-api-key
SAM_GOV_API_KEY=your-sam-gov-api-key
GOOGLE_PLACES_API_KEY=your-google-places-api-keyThe server also accepts DOL_API_KEY, SAM_GOV_API_KEY, or SAM_API_KEY from the process environment. SAM.gov tools can run in dry-run mode without a SAM key. Tool responses redact request URLs and never return keys.
Related MCP server: Swagger MCP Adapter
Run Locally Over Stdio
npm startExample MCP client config:
{
"mcpServers": {
"dol-whd": {
"command": "node",
"args": ["dist/server.js"],
"cwd": "<project-directory>"
}
}
}Run Remotely Over HTTP
Build first, then start the Streamable HTTP MCP endpoint:
npm run build
npm run start:httpDefaults:
MCP endpoint:
http://127.0.0.1:8787/mcpHealth check:
http://127.0.0.1:8787/healthTransport: MCP Streamable HTTP, stateless per request.
Remote environment knobs:
DOL_MCP_HOST=127.0.0.1
DOL_MCP_PORT=8787
DOL_MCP_AUTH_TOKEN=change-this-before-exposing
DOL_MCP_ALLOW_ORIGIN=*If DOL_MCP_AUTH_TOKEN is set, MCP clients must send either:
Authorization: Bearer change-this-before-exposingor:
X-API-Key: change-this-before-exposingKeep the default host for local-only access. To make it reachable from another machine, bind to a reachable interface such as 0.0.0.0 and put it behind a trusted tunnel or reverse proxy with authentication. The DOL and SAM.gov API keys remain server-side in .env.
Deploy To Render
The repo ships a render.yaml Blueprint that provisions a free Node web service.
From the Render dashboard, click New → Blueprint and point it at
https://github.com/UHQ-Actual/DOL_MCP.Render reads
render.yaml, creates thedol-whd-mcpservice, generates a freshDOL_MCP_AUTH_TOKEN, and prompts for the API key secrets (DOL_API_KEY,SAM_API_KEY,GOOGLE_PLACES_API_KEY).After the first deploy the public URL is
https://dol-whd-mcp.onrender.com(or whatever Render assigns). Verify with:curl https://<your-service>.onrender.com/healthCopy the
DOL_MCP_AUTH_TOKENvalue out of the Render env var panel — you need it for the MCP client.
Connect From Claude (Phone Or Web)
Claude.ai's mobile app shares Custom Connectors with the web UI, so adding the remote MCP once unlocks it on every device tied to that account.
In Claude.ai, open Settings → Connectors → Add custom connector.
Use the values from the Render deploy:
URL:
https://<your-service>.onrender.com/mcpAuth header:
Authorization: Bearer <DOL_MCP_AUTH_TOKEN>
Save. The connector now lists every tool registered by
createServer()(WHD, OFLC LCA, Foreign Labor, OSHA, SAM.gov, Google Places,ask_government_data).Toggle the connector on inside any conversation to call the tools from your phone or laptop.
Tools
ask_government_data: Route a plain-English question to the right database and execute the query against WHD enforcement, OSHA inspections, DOL foreign-labor/LCA disclosures, or SAM.gov opportunities.whd_enforcement_query: QueryWHD/enforcementwithlimit,offset,fields,sort,sort_by, andfilter_object.whd_enforcement_case: Look up a numericcase_id.whd_enforcement_metadata: Return full metadata rows, with optionalsearch,category, andlimit.whd_enforcement_fields: Return concise field descriptions for query building.dol_datasets_search: Search the public DOL datasets catalog.lca_disclosure_files: Return official DOL OFLC LCA disclosure and record-layout URLs for a fiscal year quarter.lca_disclosure_fields: Read field names from a DOL LCA disclosure XLSX file.lca_search: Search DOL OFLC LCA disclosure data by employer, worksite, title, SOC, NAICS, status, visa class, wage, and dates.lca_employer_profile: Build a DOL LCA-only employer profile with certification counts, wage statistics, top job titles, SOC codes, worksites, H-1B dependent, and willful violator flags.foreign_labor_files: Discover official DOL OFLC disclosure workbook, record-layout, and auxiliary file URLs forLCA,PERM,H-2A,H-2B, orCW.foreign_labor_fields: Read field names from an official DOL foreign-labor disclosure XLSX file.foreign_labor_search: Stream-search DOL OFLC foreign-labor disclosure workbooks and return a unified schema across LCA, PERM, H-2A, H-2B, and CW-1. First call per quarter downloads + parses the workbook and writes a gzipped JSONL cache alongside it; subsequent calls read the cache in 1-3 seconds.osha_fields: Return metadata for the official DOL OSHAinspectionorviolationdataset.osha_inspection_search: Search OSHA inspections by establishment, state, city, NAICS, inspection type, safety/health, and open-date range. Optionally joins non-deleted violation/citation records.osha_inspection_detail: Look up one OSHA inspection byactivity_nrand optionally join violation/citation records.osha_state_plan_lookup: Static reference returning OSHA jurisdiction tier (federal_osha / public_only_state_plan / complete_state_plan), program name (MIOSHA, Cal/OSHA, IOSHA, etc.), administering agency, expected reporting lag, public-records request path, and a one-line caveat for any of the 50 states + DC + territories. Pair withosha_inspection_searchto annotate sparse results with the right state-plan caveat.sos_portal_lookup: Static reference returning the Secretary of State / DFI / Corporation Commission business-entity search portal URL, agency, searchable fields, bulk-download availability, and pricing for any US state. The 10 Midwest states are verified with detailed notes (including Michigan's June 2025 MiBusiness Registry replacement of legacy COFS URLs and the Wisconsin DFI-not-SOS gotcha); the other 40 states use general portal URLs. For programmatic lookups, preferbusiness_entity_searchvia OpenCorporates.sam_opportunities_search: Search official SAM.gov contract opportunities by title keywords, NAICS codes, procurement types, set-aside code, contracting-office state, place-of-performance state/city, and posted date range. SAM.gov returns SOLICITATIONS, not awarded contracts; useusaspending_award_searchfor awarded dollar amounts.sam_opportunity_detail: Look up one SAM.gov opportunity bynoticeId.sam_reference: Return common SAM.gov procurement type and set-aside codes.usaspending_award_search: Search USAspending.gov for federal awards with KNOWN obligated dollar amounts. Filters by NAICS, PSC, recipient, awarding agency, place-of-performance state/city/county FIPS, award amount range, and start-date range. Defaults to contract award types (A, B, C, D). No API key required.places_search: Search Google Places (New) Text Search for businesses in an area. Returns deduped results withgoogleMapsUrlfor source-tracing. Designed as a per-round retrieval primitive for the Restaurant Research Agent.places_detail: Look up one Google place by Place ID. Returns hours, delivery/dine-in flags, and (optionally) editorialSummary and reviews.adv_estimate: Deterministic Annual Dollar Volume calculator for FLSA $500k enterprise-coverage screening. Encodes Methods 1-4 (per-employee, per-seat, chain per-unit, format default), the geographic cost-of-living multiplier, +/-40% range, and the FLSA flag (Above / Below / Borderline / Insufficient Data). Screening signal only; not a coverage determination.census_area_profile: Resolve a US city/town/CDP to total population (ACS 5-year), area tier (major_metro/mid_metro/small_or_rural), row-scaling tier and target (matching the Restaurant Research Agent'smax(pop/250, floor)formula), county FIPS for follow-onusaspending_award_search, and the high-cost-of-living-state flag. Pairs withadv_estimatefor end-to-end research workflows.business_entity_search: Search Secretary of State / DFI business registrations across all 50 states via OpenCorporates. Sourced directly from official state registries; data lineage is auditable. Returns name, company number, status, type, incorporation date, registered address, previous names, and anopencorporates_urlper record. Free tier ~50 lookups/day; setOPENCORPORATES_API_KEYfor higher volume. See docs/data-sources/state-business-registration.md for per-state coverage notes.business_entity_detail: Look up one entity by jurisdiction code + state company number via OpenCorporates. Returns the full canonical record (registered address, dissolution date, previous names, registry URL).
LCA tools use official OFLC disclosure workbooks from the DOL Performance Data page. The workbooks can be large, so downloaded files are cached under .cache/dol-lca/. You can also pass localFile with an already-downloaded official LCA disclosure XLSX file.
The LCA profile is DOL-only. USCIS H-1B petition approval and denial rates are not included unless a separate USCIS data source is added.
Foreign-labor tools read the DOL Performance Data page to discover current disclosure links, then stream-parse XLSX files row by row. Supported programs are LCA, PERM, H-2A, H-2B, and CW; supported unified-parser fiscal years are 2020 through 2030. Use localFile to point at an already-downloaded official workbook.
OSHA tools use the official DOL Open Data API datasets OSHA/inspection and OSHA/violation. Violation rows are joined to inspections by activity_nr; rows with delete_flag equal to X are excluded from joined output.
SAM.gov tools use the official Opportunities API at https://api.sam.gov/opportunities/v2/search. Live searches require SAM_GOV_API_KEY or SAM_API_KEY; dry-run searches return sample opportunities without calling SAM.gov. The API requires posted date bounds, so postedDaysAgo is converted to postedFrom and postedTo in MM/dd/yyyy format.
Examples
Filter Iowa records with back wages:
{
"limit": 10,
"fields": ["case_id", "trade_nm", "st_cd", "bw_atp_amt", "findings_end_date"],
"sort": "desc",
"sort_by": "bw_atp_amt",
"filter_object": {
"and": [
{ "field": "st_cd", "operator": "eq", "value": "IA" },
{ "field": "bw_atp_amt", "operator": "gt", "value": 0 }
]
}
}Search field metadata:
{
"search": "backwage",
"limit": 20
}Search LCA disclosure data:
{
"fiscalYear": 2026,
"quarter": 1,
"employerName": "Google",
"state": "CA",
"jobTitle": "software",
"maxResults": 25
}Build a DOL LCA employer profile:
{
"fiscalYear": 2026,
"quarter": 1,
"employerName": "Google",
"searchMode": "contains",
"maxResults": 5000
}Search unified DOL foreign-labor disclosures:
{
"visaProgram": "H-2A",
"fiscalYear": 2026,
"fiscalQuarter": "Q1",
"worksiteState": "IA",
"caseStatus": "Certified",
"maxItems": 100
}Search PERM certifications:
{
"visaProgram": "PERM",
"fiscalYear": 2026,
"fiscalQuarter": "Q1",
"employerName": "Intel",
"minAnnualWage": 150000,
"maxItems": 500
}Search OSHA inspections with joined citations:
{
"companyName": "Walmart",
"state": "TX",
"includeViolations": true,
"maxResults": 25
}Search fatality/catastrophe construction inspections:
{
"state": "TX",
"naicsCode": "23",
"inspectionType": "A",
"dateFrom": "2024-01-01",
"includeViolations": true,
"maxResults": 100
}Search SAM.gov opportunities in dry-run mode:
{
"keywords": "cybersecurity",
"naicsCodes": ["541512"],
"setAsideType": "SBA",
"postedDaysAgo": 30,
"maxResults": 10,
"dryRun": true
}Search live SAM.gov opportunities after adding a SAM key:
{
"keywords": "software development",
"naicsCodes": ["541512", "541511"],
"procurementTypes": ["o", "k", "r"],
"state": "VA",
"postedDaysAgo": 30,
"maxResults": 100,
"dryRun": false
}Ask a plain-English routed question:
{
"question": "Show OSHA inspections and citations for Walmart in TX",
"maxResults": 10
}Ask for SAM.gov opportunities in dry-run mode:
{
"question": "Find cybersecurity solicitations NAICS 541512 in Virginia",
"maxResults": 10,
"dryRun": true
}Ask for DOL foreign-labor disclosure records:
{
"question": "H-2A certified farm jobs in IA SOC 45-2092 over $20 hourly",
"maxResults": 10
}Search Google Places for restaurants in a city:
{
"query": "restaurants in Hillsdale, MI",
"includedTypes": ["restaurant"],
"maxResults": 30,
"excludeClosed": true
}Look up one Google place by Place ID:
{
"placeId": "ChIJN1t_tDeuEmsRUsoyG83frY4",
"includeAtmosphere": false
}Data Source Reference
Background reference for sources the MCP queries (and a few it doesn't yet but agents may need to reach):
Midwest State OSHA Programs — federal vs state-plan jurisdiction map for IL, IN, IA, KS, MI, MN, MO, NE, OH, WI; how state-plan reporting cadence affects
osha_inspection_searchresults; what the federal OIS does and doesn't cover.Midwest State Business Registration Searches — Secretary of State / DFI portals, free search vs. paid bulk download, registered-agent and officer searches; IL, IN, IA, KS, MI, MN, MO, NE, OH, WI.
Available Tools
28 toolsadv_estimateEstimate Annual Dollar Volume (ADV) and FLSA $500K Coverage FlagA
Deterministic ADV screening calculator for FLSA enterprise-coverage triage. Encodes Methods 1-4 (per-employee, capacity-derived, chain per-unit, format default), the geographic multiplier, ±40% range math, and the $500,000 FLSA flag (Above / Below / Borderline / Insufficient Data). NOT a coverage determination — screening signal only. Method selection priority: chain per-unit ADV > employee count > capacity input > format default. Method 2 capacity input priority (highest first): seatCount > occupantLoad (×0.85 → seats) > squareFootage (BOH subtract + IBC 15-sqft-per-occupant + ×0.85) > parkingSpaces (× format-typical seats-per-space). Always pass capacitySource so the audit trail records where the number came from. Best practice: read employeeCount from osha_inspection_search results and pass it in here when an OSHA inspection record exists for the establishment (employee_count is a required OSHA field). Returns separate columns for estimate, range, method, capacity_input, capacity_source, flsa_flag, confidence, and a derivation-chain notes string.
Inputs: format, areaType, bohRatio, chainFlag, +12 more.
ask_government_dataAsk Government DataA
Route a plain-English question to the right source: WHD enforcement, OSHA inspections, DOL foreign-labor/LCA disclosures, or SAM.gov contract opportunities.
Inputs: question (required), dryRun, maxResults.
business_entity_detailGet Business Entity Detail via OpenCorporatesA
Look up one entity by jurisdiction + state company number via OpenCorporates. Use after business_entity_search to get the full canonical record (full address, previous names, branch info, dissolution date, registry URL). Free with attribution.
Inputs: companyNumber (required), jurisdictionCode (required), dryRun.
business_entity_searchSearch State Business Registration via OpenCorporatesA
Search Secretary of State / DFI business registrations via OpenCorporates (sourced directly from official state registries; data lineage is auditable). Use to map a trade name to its legal entity, identify the registered agent for service of process, find related entities under common ownership, or confirm an establishment is an active legal entity. Free tier is ~50 lookups/day with attribution; higher volume requires an OPENCORPORATES_API_KEY env var. For US states, pass the two-letter state code (MI, IL, etc.) as jurisdictionCode and it auto-prefixes to OpenCorporates' us_xx format. Returns name, company number, status, type, incorporation date, registered address, previous names, and an opencorporates_url for source-tracing.
Inputs: query (required), dryRun, inactive, maxResults, +5 more.
census_area_profileResolve US Place to Population, Area Tier, and Multiplier BaseA
Look up a US city/town/CDP via the Census geocoder, then fetch its total population from the ACS 5-year estimate. Returns: total population, area tier (major_metro / mid_metro / small_or_rural matching the adv_estimate multiplier table), row-scaling tier and target (matching the Restaurant Research Agent's row-scaling formula max(pop/250, floor)), county FIPS for usaspending_award_search, state FIPS, place FIPS, and the high-cost-of-living-state flag for CA/NY/MA/WA/HI. Use this BEFORE adv_estimate when sizing an enforcement universe or running a restaurant research workflow against an unfamiliar city. Free Census API; no key required for basic queries.
Inputs: city, state, dryRun, acsYear, +2 more.
dol_datasets_searchSearch DOL DatasetsC
Search the public DOL v4 datasets catalog. This endpoint does not require the API key.
Inputs: limit, agency, search.
foreign_labor_fieldsList DOL Foreign Labor Disclosure FieldsC
Read field names from an official DOL foreign-labor disclosure XLSX file.
Inputs: socCode, jobTitle, maxItems, localFile, +7 more.
foreign_labor_filesGet DOL Foreign Labor Disclosure FilesA
Discover official DOL OFLC disclosure workbook, record-layout, and auxiliary file URLs for LCA, PERM, H-2A, H-2B, or CW.
Inputs: fiscalYear, visaProgram, fiscalQuarter.
foreign_labor_searchSearch DOL Foreign Labor Disclosure DataA
Stream-search and normalize DOL OFLC disclosure XLSX records across LCA, PERM, H-2A, H-2B, and CW programs. ROUTE BY VISA PROGRAM: H-2A is AGRICULTURAL seasonal labor (farms, ranches, NAICS 11) — never use H-2B for farms. H-2B is NON-AGRICULTURAL seasonal labor (landscaping, hospitality, construction, seafood processing) — never use H-2A here. LCA covers H-1B / H-1B1 / E-3 specialty occupations (tech, healthcare, engineering, academics) and is wrong for ag or seasonal labor. PERM is permanent labor certification (green-card sponsorship). CW is CNMI-only. DO NOT call this tool for general restaurant or business research — restaurants almost never sponsor visa workers; use places_search instead. The first call for a given (visaProgram, fiscalYear, fiscalQuarter) downloads the official disclosure workbook and builds a gzipped JSONL cache (slow, can take 30-90s for big LCA quarters); subsequent calls hit the cache in 1-3 seconds. To avoid first-call timeouts, narrow with maxItems and one or more of employerName, worksiteState, socCode, or caseStatus.
Inputs: socCode, jobTitle, maxItems, localFile, +7 more.
lca_disclosure_fieldsList DOL LCA Disclosure FieldsC
Read field names from a DOL LCA disclosure XLSX file.
Inputs: city, state, dateTo, quarter, +13 more.
lca_disclosure_filesGet DOL LCA Disclosure File URLsA
Return official DOL OFLC LCA disclosure, Appendix A, worksite, and record-layout URLs for a fiscal year quarter.
Inputs: quarter, fiscalYear.
lca_employer_profileBuild DOL LCA Employer ProfileB
Build a DOL LCA-only employer profile with certification counts, wage statistics, top job titles, SOC codes, worksites, H-1B dependent, and willful violator flags.
Inputs: employerName (required), city, state, dateTo, +13 more.
lca_searchSearch DOL LCA Disclosure DataB
Search official DOL OFLC LCA disclosure XLSX data by employer, worksite, job title, SOC, NAICS, status, visa class, wage, and dates.
Inputs: city, state, dateTo, quarter, +13 more.
osha_fieldsList OSHA Dataset FieldsC
Return metadata fields for the official DOL OSHA inspection or violation dataset.
Inputs: limit, search, dataset.
osha_inspection_detailGet OSHA Inspection DetailA
Look up one OSHA inspection by activity number and optionally join violation/citation records.
Inputs: activityNumber (required), includeViolations.
osha_inspection_searchSearch OSHA InspectionsB
Search official DOL OSHA inspection records and optionally join non-deleted violation/citation records by activity_nr.
Inputs: city, state, dateTo, offset, +7 more.
osha_state_plan_lookupLook Up OSHA Jurisdiction by StateA
Static reference: returns the OSHA jurisdiction tier (federal_osha / public_only_state_plan / complete_state_plan), program name (MIOSHA, Cal/OSHA, IOSHA, etc.), administering agency, expected reporting lag in days for state-plan submissions to federal OIS, public-records request path, and a one-line caveat the agent can paste alongside osha_inspection_search results. Use this when an agent's OSHA query in MI / MN / IA / IN / CA / WA returns sparse recent data — the lookup tells the agent (and the user) why and how to get fresher data.
Inputs: stateCode (required).
places_detailGet Google Place DetailA
Look up one Google place by Place ID. Returns hours, delivery/dine-in flags, and other detail fields. Set includeAtmosphere=true to also fetch editorialSummary and reviews (higher pricing tier).
Inputs: placeId (required), dryRun, includeAtmosphere.
places_searchSearch Google PlacesA
Search Google Places (New) Text Search for businesses in an area. Designed as a per-round retrieval primitive for the Restaurant Research Agent. Returns deduplicated results with googleMapsUrl for source-tracing. Auto-pages up to maxResults (Google caps at ~60 per query). Defaults to includedTypes=['restaurant'] and excludeClosed=true.
Inputs: query (required), dryRun, minRating, cityFilter, +5 more.
sam_opportunities_searchSearch SAM.gov Contract OpportunitiesA
Search the official SAM.gov Opportunities API by title keywords, NAICS codes, procurement type, set-aside, contracting office state, and posted date range. Place-of-performance state and city filters are applied client-side because SAM.gov's v2 API does not support them server-side. Note: SAM.gov returns SOLICITATIONS (announcements), not awarded contracts; awardAmount is null on most rows. For awarded federal contracts with dollar amounts, use USAspending.gov instead.
Inputs: state, dryRun, keywords, maxResults, +7 more.
sam_opportunity_detailGet SAM.gov Opportunity DetailA
Look up one SAM.gov opportunity by notice ID. Live mode requires a SAM.gov API key in the environment.
Inputs: noticeId (required), dryRun.
sam_referenceList SAM.gov CodesA
Return common SAM.gov procurement type and set-aside codes used by the opportunity search tool.
Inputs: no named parameters.
sos_portal_lookupLook Up State Business Registration Portal by StateA
Static reference: returns the URL and agency for the Secretary of State (or DFI / Corporation Commission, depending on the state) business-entity search portal for a given US state. Use this when the user wants to verify an entity manually, file a records request, or use a state's own search form. Includes bulk-download availability and pricing where published. The 10 Midwest states are verified with detailed notes; the other 40 states are encoded with general portal URLs that should be sanity-checked before enforcement use. For programmatic lookups, prefer business_entity_search via OpenCorporates.
Inputs: stateCode (required).
usaspending_award_searchSearch USAspending.gov Federal AwardsA
Search USAspending.gov for federal contract and assistance awards with KNOWN obligated dollar amounts. Use this when the user asks 'how much was contract X for' or 'all federal contracts in Y over $Z' — SAM.gov returns solicitations not awards. No API key required. Filters by NAICS, PSC, recipient, awarding agency, place-of-performance state/city/county FIPS, award amount range, and start-date range. Defaults to contract award types (A, B, C, D) for the past 12 months.
Inputs: dryRun, sortBy, keywords, pscCodes, +15 more.
whd_enforcement_caseGet WHD Enforcement CaseB
Look up WHD Enforcement records by numeric case_id.
Inputs: case_id (required), fields.
whd_enforcement_fieldsList WHD Enforcement FieldsB
Return concise WHD Enforcement field names, labels, descriptions, categories, data types, and units.
Inputs: limit, search, category.
whd_enforcement_metadataGet WHD Enforcement MetadataB
Return metadata rows for the WHD Enforcement (WHISARD) dataset, optionally filtered by text.
Inputs: limit, search, category.
whd_enforcement_queryQuery WHD Enforcement RecordsA
Query concluded Wage and Hour Division compliance actions from the DOL WHD Enforcement (WHISARD) dataset. IMPORTANT date semantics: findings_end_date is the date violations STOPPED occurring, NOT the date the case was concluded. Investigation lag from end-of-violation to case-closed is typically 6-24 months. When filtering for 'cases from 2024-2025,' use a wider findings_end_date window (e.g., findings_end_date >= 2022-10-01) and rank by recency; a strict 2024-2025 findings filter will return an artificially small slice. The ld_dt field is the dataset load date, not the case-conclusion date.
Inputs: sort, limit, fields, offset, +2 more.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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TDQS
Scored across 28 tools
Each tool targets a distinct data source or operation, such as FLSA screening, business entity lookup, OSHA inspections, foreign labor disclosures, places search, SAM.gov opportunities, USAspending awards, and WHD enforcement. Overlaps are minimal, and even similar tools like foreign_labor_files and lca_disclosure_files serve different datasets (OFLC vs. LCA).
Tool names use snake_case but lack a consistent verb_noun pattern (e.g., adv_estimate, ask_government_data, osha_fields, sos_portal_lookup). Some are descriptive phrases, others are noun-first. The mix of styles and lack of uniformity reduces predictability.
28 tools is on the higher side for a single server, covering multiple domains (WHD, OSHA, foreign labor, entities, places, SAM, USAspending). While each tool has a purpose, the breadth could be split into more focused servers. The count feels heavy but not extreme.
The server covers a wide range of DOL-related data sources, but there are notable gaps such as missing tools for WHD wage determinations, child labor, or DOL regulatory guidance. Some foreign labor tools are present but not exhaustive. The surface is broad but not fully comprehensive.
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