mcp
meta
Catalog Metadata
List public-safe dataset coverage, status, freshness, and endpoint counts. Demo mode is allowed.
meta_catalog
Mode: demo or API key
MCP server
Give AI tools clean dataset access.
Connect coding assistants and agent workflows to ApiDatasets through a guarded, read-only MCP endpoint.
REMOTE MCPhttps://apidatasets.com/mcp
{
"mcpServers": {
"apidatasets": {
"type": "http",
"url": "https://apidatasets.com/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}Developer path
Demo first, production when ready
No-key MCP calls are limited to safe sample values. Add an API key to use production parameters with the same usage tracking and limits as the HTTPS API.
Read-only tools
No-key demo mode
API-key production mode
Usage logged by endpoint
No raw source URL leakage
34MCP tools available
HTTPStreamable JSON-RPC endpoint
stdioOptional local bridge
MCP features
Tools, resources, and prompts
The server supports dataset tools, catalog/docs resources, reusable prompts, GET/SSE connection checks, and an optional stdio bridge for local clients.
tools/list
tools/call
resources/list
resources/read
prompts/list
prompts/get
ping
logging/setLevel
LOCAL STDIO BRIDGEinspect first
curl https://apidatasets.com/mcp/stdio.py -o apidatasets_mcp.py
less apidatasets_mcp.py
{
"mcpServers": {
"apidatasets": {
"command": "python3",
"args": ["/absolute/path/apidatasets_mcp.py"],
"env": {
"APIDATASETS_API_KEY": "YOUR_API_KEY"
}
}
}
}Tools
Dataset tools exposed through MCP
mcp
meta
Dataset Coverage Metadata
Return public-safe coverage, limitations, freshness, and endpoint references for one dataset slug.
meta_dataset
Mode: demo or API key
mcp
geo
Geo ZIP Lookup
Look up a ZIP profile. Demo mode allows 30301, 30303, 10001, 94105, 60601, 78701, and 98101.
geo_zip_lookup
Mode: demo or API key
mcp
geo
Geo Enrich
Return the enriched ZIP profile shape used by production enrichment workflows. Demo mode allows selected sample ZIPs.
geo_enrich
Mode: demo or API key
mcp
geo
Geo City Search
Return ZIP profiles for a city and state. Demo mode allows selected sample cities.
geo_city_search
Mode: demo or API key
mcp
geo
Geo County Lookup
Return ZIP profiles in a county by county FIPS. Demo mode allows selected sample FIPS values.
geo_county_lookup
Mode: demo or API key
mcp
geo
Geo Timezone
Resolve a timezone using nearest ZIP centroid logic. Demo mode allows selected sample coordinates.
geo_timezone
Mode: demo or API key
mcp
geo
Geo Nearby ZIPs
Return distance-sorted ZIP profiles near a coordinate. Demo mode allows selected sample coordinates, radius up to 25 miles, and limit up to 10.
geo_nearby
Mode: demo or API key
mcp
tax
Tax Federal Brackets
Return federal tax bracket reference rows. Demo mode is limited to 2026 and standard filing statuses.
tax_federal_brackets
Mode: demo or API key
mcp
tax
Tax Standard Deduction
Return standard deduction reference values. Demo mode is limited to 2026.
tax_standard_deduction
Mode: demo or API key
mcp
tax
Tax Mileage Rates
Return mileage-rate reference values. Demo mode is limited to 2026.
tax_mileage_rates
Mode: demo or API key
mcp
tax
Tax Retirement Limits
Return retirement contribution reference values. Demo mode is limited to 2026.
tax_retirement_limits
Mode: demo or API key
mcp
tax
Tax Deadlines
Return filing deadline reference values. Demo mode is limited to 2026.
tax_deadlines
Mode: demo or API key
mcp
tax
Tax State Brackets
Return selected state individual income-tax bracket references. Demo mode is limited to Georgia 2026.
tax_state_brackets
Mode: demo or API key
mcp
tax
Tax Year Summary
Return a combined federal bracket, standard deduction, mileage, retirement, and filing-deadline reference summary. Demo mode is limited to 2026.
tax_summary
Mode: demo or API key
mcp
flights
Flight Reliability
Return historical route reliability. Demo mode allows selected beta routes such as ATL-LGA, ORD-EWR, SFO-SEA, LAX-JFK, DFW-LAX, and ATL-MCO.
flight_reliability
Mode: demo or API key
mcp
flights
Flight Airport Delay Profile
Summarize delay and reliability signals for an airport across loaded beta route aggregates.
flight_airport_delay_profile
Mode: demo or API key
mcp
flights
Flight Route Best Times
Rank loaded departure-hour buckets for a route by historical reliability score.
flight_route_best_times
Mode: demo or API key
mcp
flights
Flight Airline Reliability
Summarize loaded route reliability signals for a carrier code.
flight_airline_reliability
Mode: demo or API key
mcp
flights
Flight Cancellation Risk
Return historical cancellation-risk signals for a route. This is not live tracking.
flight_cancellation_risk
Mode: demo or API key
mcp
flights
Flight Route Summary
Return a combined historical route summary with reliability, cancellation risk, carriers, months, and best time bucket. This is not live tracking.
flight_route_summary
Mode: demo or API key
mcp
company
Company Domain
Return a company profile by domain. Demo mode allows selected sample domains.
company_domain
Mode: demo or API key
mcp
company
Company Search
Search loaded beta company profiles by name, domain, industry, or ticker. Demo mode allows selected sample queries.
company_search
Mode: demo or API key
mcp
company
Company Industry Search
Search loaded beta company profiles by industry, category, or description signals.
company_industry
Mode: demo or API key
mcp
company
Company Ticker
Return a loaded beta company profile by public ticker.
company_ticker
Mode: demo or API key
mcp
company
Company Nonprofit EIN
Return a beta nonprofit identity profile by EIN.
company_nonprofit_ein
Mode: demo or API key
mcp
company
Company Nonprofit Search
Search beta nonprofit identity profiles by name, category, EIN, or state.
company_nonprofit_search
Mode: demo or API key
mcp
company
Company Classify
Classify a domain using the loaded beta company profile set.
company_classify
Mode: demo or API key
mcp
jobs
Jobs Skill Trends
Return job and skill-demand trend rows. Demo mode allows selected sample skills.
jobs_skill_trends
Mode: demo or API key
mcp
jobs
Jobs Related Skills
Return ranked related skills for a loaded beta skill trend.
jobs_related_skills
Mode: demo or API key
mcp
jobs
Jobs Role Skills
Return aggregated skill signals for a role title. Demo mode allows selected sample job titles.
jobs_role_skills
Mode: demo or API key
mcp
jobs
Jobs Remote Trends
Return remote/hybrid/on-site trend buckets for a role title.
jobs_remote_trends
Mode: demo or API key
mcp
jobs
Jobs Companies Hiring
Return beta company-level hiring signals for a location and optional role family.
jobs_companies_hiring
Mode: demo or API key
mcp
jobs
Jobs Salary Signals
Return salary signal aggregates for a role title in the loaded beta trend set.
jobs_salary_signals
Mode: demo or API key
Quick probe
Test the MCP endpoint with curl
This uses the same JSON-RPC shape MCP clients send. The sample call needs no API key because 30301 is allowlisted for demo mode.
curl https://apidatasets.com/mcp \
-H "Content-Type: application/json" \
-H "Accept: application/json, text/event-stream" \
-H "Mcp-Method: tools/call" \
-H "Mcp-Name: geo_zip_lookup" \
-d '{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "geo_zip_lookup",
"arguments": {"zip_code": "30301"}
}
}'