Datasets
Open business data for the agent economy. Community-sourced, entity-resolved, enriched.
788
Best-of Tech Companies
Agent readiness rankings across 88 categories. How ready is your software stack for AI agents? llms.txt, MCP manifests, OpenAPI specs, and more.
Agent Readiness Scored
Agent Ready 100
Top 100 Agent-Ready Companies
The definitive ranking of agent-ready local businesses. Scored on 10 signals across 6 categories. Updated nightly.
Featured
6,218
Boise / Treasure Valley
Idaho metro area businesses. Firmographics, NAICS/SIC classification, B2B/B2C, employee estimates, contact info, and web presence.
Live
8,618
Raleigh-Durham
Research Triangle businesses. Full firmographic enrichment with industry classification, business model, and similarity scoring.
Live
6,488
Charlotte Metro
Charlotte metro area businesses including Gastonia, Concord, Mooresville, Huntersville, Davidson, Matthews, and surrounding towns. OSM-sourced with NAICS/SIC classification.
Live
How the data works
Company Data
Sourced from public records: OpenStreetMap, Google Places, state registries, community contributions. Every record goes through entity resolution — matching, enrichment, and validation.
Person Data
Always first-party. Users create their own profiles. No scraping, no inference, no data brokerage. You are the source of truth.
Entity Types
Company — name, address, phone, website, industry (NAICS/SIC), employee size, B2B/B2C, agent readiness score.
Person — first-party profiles with headline, skills, roles, location.
Person — first-party profiles with headline, skills, roles, location.
MCP Tools
Connect any AI agent:
26 tools: search, match, similar, upload, scan agent readiness, profiles, messaging.
npx @onlydata/mcp-server26 tools: search, match, similar, upload, scan agent readiness, profiles, messaging.
Upload Your Data
Upload CSV or JSON. Each row is entity-resolved — matched, enriched, or created.
Powered by proprietary entity resolution and enrichment pipeline.