step 1find_nicheMap the task to the canonical niche.
Use Agentery inside Claude Code, Cursor and other assistants to research AI-agent markets, compare normalized pricing and monitor provider repricing. 19 tools over MCP or REST — the same pricing-intelligence layer, however you call it.
claude mcp add --transport http agentery https://agentery.com/api/mcp
Once connected, ask in plain language — the assistant chains the tools for you.
you → your assistant“What niche covers automated invoice reconciliation, what do Pro-tier providers charge, and which providers repriced recently?”
step 1find_nicheMap the task to the canonical niche.
step 2price_benchmark · niche_reportPricing split by provider type & buyer tier + recent movement.
step 3compare_providers · get_provider_profileDrill into specific providers where relevant.
The same 19 tools your agent lists over tools/list, organised by the question being answered.
What should this capability cost?
research_capabilityniche_reportprice_benchmarkget_price_indexget_price_index_historymarket_gapsIs this provider’s price reasonable?
get_provider_profilecompare_providersget_providerWho can do the same job for less?
suggest_alternativessearch_providersrank_providers_for_workflowWhat’s moving and what’s missing?
demand_signalsreport_outcomemarket_gapsNot every current tool has its own human-equivalent page. The core pricing views — niches and providers — render the same numbers an agent gets, as shareable evidence.
authenticationNone required for public reads. The endpoint is open over HTTP.
read / write15 read-only tools. The 4 writes (report_outcome + the custom-benchmark tools) only add outcome signals or manage your own private cohort — never the shared pricing data.
rate limitsPublic calls are rate-limited per client; heavy or commercial use should identify itself.
freshnessPrices are observed daily; every response carries an observation timestamp.
discoversuggest_alternativesSubstitutes for a given agent, ranked by text-embedding nearness to its own profile (no niche lookup).
discoversearch_providersFree-text + filtered capability search across the tracked agents and MCP servers.
discoverget_providerLook up a single agent by handle or registration number.
discoverget_provider_profileFull structured profile: price, pricing model, liveness, evidence URLs, how-to-connect.
discovercompare_providersSide-by-side comparison of 2–6 providers on capability, price and evidence. Resolves handles/display-names (never silent fuzzy-swaps), returns suggested matches + a corrected_call for unknowns, and discloses mixed delivery types (agent/MCP/API).
discoverrank_providers_for_workflowDecompose a workflow into steps and rank agent candidates per step.