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Directory / Agentery
Agentery
by agentery.com · https://agentery.com/api/mcp
Find and compare 39,000+ AI agents, MCP servers and APIs, with daily prices and the AEPI price index
12 of 12 checks · 30 Oct 2026
Is Agentery MCP server safe?
- No hidden instructions were found in its tool descriptions.
- Its error messages showed no secrets or internal details.
- 16 of its 23 tools are labeled read-only; the others may change or send things.
- Overall it scored 84/100 on 30 Oct 2026.
A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.
What it can do
23 tools, in the server's own words.
research_capabilityread-onlyGives a one-call first overview of a buying task: market prices, a short priced shortlist and alternatives together.
search_providersread-onlyFinds products (AI products, AI agents, MCP servers or APIs) that do a task and returns a ranked shortlist; start here to choose a product.
find_marketread-onlyMaps a task to its market: who competes there, how many are priced, and the price level per buyer tier.
compare_providersread-onlyUse to compare 2–6 shortlisted listings side by side — plan-level prices (e.g.
get_price_indexread-onlyUse when asked whether prices of AI agents, tools or MCP servers are rising or falling overall.
price_benchmarkread-onlyJudges a specific price or quote against the closest comparable products by what they do (no fixed categories), in the buyer's tier and pricing unit.
request_researchUse when a buying decision hinges on one specific fact about one listing that its profile does not settle, e.g.
get_researchread-onlyStatus and result of a research job created by request_research.
stop_research_updatesStop watching a research job (the result stays retrievable with get_research).
refine_resultsUse when an earlier search_providers or research_capability answer missed what was meant: pass its request_ref and the correction in plain words (e.g.
get_group_fair_priceread-onlyGives the broad group-wide fair price for a kind of product: the median entry monthly price per buyer tier across its whole product group.
get_price_index_historyread-onlyUse to show how AI agent and MCP prices have moved over time: the dated Agent Economy Price Index series, the same chained like-for-like series agentery.com/ae…
market_gapsread-onlyFinds jobs callers ask for that few paid products serve: requests seen on this MCP server, clustered by meaning, that sit far from any paid provider.
suggest_alternativesread-onlyFind related alternatives to a known provider, ranked by text-embedding nearness to that provider's OWN profile (NO category lookup), each with observed price,…
demand_signalsread-onlyLists searches that found nothing good: queries by external callers in the last 90 days that returned no provider or only weak matches (best relevance below 0.…
report_outcomeReport the result of ACTUALLY USING a listed provider for a task.
get_provider_profileread-onlyUse to check one specific listing before recommending or connecting it: plans and prices with billing units, what it does, integrations, deployment (hosted / s…
get_providerread-onlyFor buying decisions prefer get_provider_profile (prices, deployment, evidence); use this only for the short public directory card of one provider by handle or…
market_reportread-onlyMeasures ONE market in depth before building or investing: the full observed price distribution by provider type and buyer tier, and the providers competing th…
create_custom_benchmarkUse when someone wants to keep watching the prices of products they choose (e.g.
get_custom_benchmarkread-onlyGet a private custom benchmark's current report: members, current stats (headline median/quartiles only when ≥3 comparable priced members — monthly, per-seat a…
update_custom_benchmarkAdd/remove members or rename a custom benchmark.
delete_custom_benchmarkDisable access to a custom benchmark.
Test results
Safe mode: only tools labeled read-only were run. How the test works
- !Ready for the newest MCP versionnote
1 warning
- !Uses an older MCP version (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
- !Bad inputs give a clean errornote
15 warnings
- !research_capability: Accepted missing required input "task" without complaining
- !research_capability: Accepted wrong type for "task" without complaining
- !search_providers: Accepted missing required input "query" without complaining
- !search_providers: Accepted wrong type for "query" without complaining
- !find_market: Accepted missing required input "task" without complaining
- !find_market: Accepted wrong type for "task" without complaining
- !compare_providers: Accepted missing required input "provider_ids" without complaining
- !get_price_index: Accepted wrong type for "benchmark_id" without complaining
- and 17 more
- !Tools work togethernote
5 chains broken
- !price_benchmark: research_capability returns cohort_ref "ck_6c48946f34fc", but price_benchmark couldn't use it: { "error": "rate limited: max 30 tool calls per minute per IP (60/min once you have 5+ correlated report_outcome report…
- !price_benchmark: search_providers returns request_ref "rq_2e097c5d9b25", but price_benchmark couldn't use it: { "error": "rate limited: max 30 tool calls per minute per IP (60/min once you have 5+ correlated report_outcome report…
- !suggest_alternatives: search_providers returns agent_id "test_mcp", but suggest_alternatives couldn't use it: { "error": "rate limited: max 30 tool calls per minute per IP (60/min once you have 5+ correlated report_outcome report…
- !price_benchmark: find_market returns cohort_ref "ck_6c48946f34fc", but price_benchmark couldn't use it: { "error": "rate limited: max 30 tool calls per minute per IP (60/min once you have 5+ correlated report_outcome report…
- !price_benchmark: compare_providers returns request_ref "rq_86d28d5f695a", but price_benchmark couldn't use it: { "error": "rate limited: max 30 tool calls per minute per IP (60/min once you have 5+ correlated report_outcome report…
- and 1 more
- !Fast enoughnote
1 warning
- !market_gaps: Slowest tool: market_gaps (7.2 s): users will notice the wait
- and 3 more
- !Follows MCP best practices (not scored yet)note
2 tips (not scored)
- !1 tool not labeled read-only doesn't say whether running it twice is safe (idempotentHint): report_outcome
- !The tool list is about 43 KB (roughly 11k tokens). AI apps send it with every message, so it takes that much of the AI's memory before any work starts.
- ✓ConnectsConnected in 1.4 spass
- ✓Lists its toolsFound 23 toolspass
- ✓Every tool is describedAll 23 tools and their inputs are describedpass
- ✓Tools are labeled safe or dangerousEvery tool has a safety labelpass
- ✓No hidden instructionsNo hidden instructions found in tool descriptionspass
- ✓Tools work with good inputspass
All good
- ✓research_capability: Worked (5.3 s)
- ✓search_providers: Worked (3.3 s)
- ✓find_market: Worked (1.5 s)
- ✓compare_providers: Worked (192 ms)
- ✓get_price_index: Worked (233 ms)
- ✓price_benchmark: Worked (185 ms)
- ✓get_research: Worked (585 ms)
- ✓get_group_fair_price: Worked (357 ms)
- and 15 more
- ✓No secrets leakedChecked 44 error messages: no secrets or internal detailspass
Test it yourself
Free and open source. Same checks, same score.
npx qamcp-cli https://agentery.com/api/mcpShow this score on GitHub
Free for every server in the directory. Paste this into your README: the badge shows the score from our latest test.
[](https://qamcp.dev/s/com-agentery-agentery.html)Score over time
- 30 Oct 202684
One test so far. New tests will show here.
Reviews
Coming soon: reviews from people who use Agentery, signed in with GitHub, one per person. Reviews never change the score.
QAmcp Monitor (coming soon) tests it every hour and emails you when it goes down, the score drops, a tool changes or a secret leaks. You'll also be able to claim this page and get a verified owner mark. Founding price: $19/month for life for the first 50 teams.
Have a concern, or want it removed? Ask us and we'll take it off the list. How the directory works