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Live market-intelligence data on AI agent pricing, liveness, and demand for choosing and benchmarking agents.
Do not connect
A critical issue was found. Do not connect this server as-is.
Scanned 9 days ago Due for re-check
A server can change after it's graded. Re-run the automated scan to refresh this report.
This grade is deterministic and reproducible: the same server surface always yields the same grade under a given algorithm version. It is a real automated assessment computed by the MCPGrade engine from what the probe actually observed — not a fabricated or opinion score. It is not a manual human pentest, so it can miss context-specific risks.
Every signal below was measured directly by the automated probe. The grade is derived only from evidence like this — nothing is assumed.
The agentery MCP server exposes 19 tools, focused primarily on developer capabilities. Its published description reads: "Live market-intelligence data on AI agent pricing, liveness, and demand for choosing and benchmarking agents". It communicates over Streamable HTTP using the 2026-07-28 protocol revision, and does not require authorization to connect. MCPGrade currently rates agentery F — a critical issue was found and the server should not be connected as-is. Its most notable findings include "Cross-tool shadowing" and "Cross-tool shadowing". This report is a deterministic, reproducible automated assessment: the same observed surface always yields the same grade under a given algorithm version, and it is refreshed as new scans arrive and free to read — but it is not a substitute for a manual human security review. Always re-check agentery's advertised tools, transport security, and authorization posture before connecting an autonomous agent or sharing sensitive context with it.
Add agentery to an MCP client using the endpoint below. Review the grade and findings above before granting an autonomous agent access.
MCP endpoint
https://agentery.com/api/mcpStreamable HTTP transport. This is the MCP endpoint, not a website — paste it into your MCP client server list rather than a browser.
Captured passively during the read-only scan. Click any value to find servers that match it.
The tools this server advertises via tools/list — names, purposes, and the parameters each accepts, exactly as enumerated read-only.
START HERE for provider procurement. ONE call turns a task into: (1) its live MARKET — the semantic neighbourhood of the closest-matching providers, found purely by text-embedding nearness (NO fixed c
Targeted provider search when you already know roughly what you want; for a NEW task where the market isn't known yet, call research_capability first. Filtered free-text search over the directory, ran
Sorted worst-first. Each finding shows its severity, what it means, its OWASP MCP Top-10 mapping, and a recommended fix — the check id links to the exact methodology row that produced it.
tool: research_capability
A tool description tries to alter the model’s use of another tool.
rice_benchmark, search_providers) for finer control. Aliases: `task` also acceptRecommendationDescriptions must describe only their own tool.
tool: search_providers
A tool description tries to alter the model’s use of another tool.
known yet, call research_capability first. Filtered free-text search over the direcRecommendationDescriptions must describe only their own tool.
tool: find_market
A tool description tries to alter the model’s use of another tool.
n ONE call, use research_capability instead. Read-only.RecommendationDescriptions must describe only their own tool.
tool: compare_providers
A tool description tries to alter the model’s use of another tool.
ch_providers or research_capability; when a compared provider is over budget or weaRecommendationDescriptions must describe only their own tool.
tool: get_price_index
A tool description tries to alter the model’s use of another tool.
arket_report or price_benchmark.RecommendationDescriptions must describe only their own tool.
tool: price_benchmark
A tool description tries to alter the model’s use of another tool.
RecommendationDescriptions must describe only their own tool.
tool: get_price_index_history
A tool description tries to alter the model’s use of another tool.
arket_report or price_benchmark.RecommendationDescriptions must describe only their own tool.
tool: suggest_alternatives
A tool description tries to alter the model’s use of another tool.
atically inside research_capability and compare_providers, so you rarely need to caRecommendationDescriptions must describe only their own tool.
tool: demand_signals
A tool description tries to alter the model’s use of another tool.
h market_report/market_gaps to size the gap. Empty args ({}) return the curRecommendationDescriptions must describe only their own tool.
tool: report_outcome
A tool description tries to alter the model’s use of another tool.
OUR retrievals (search_providers / get_provider_profile / compare_providers / suRecommendationDescriptions must describe only their own tool.
tool: rank_providers_for_workflow
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
parameter "business_context"RecommendationRemove side-channel parameters; constrain tool inputs.
tool: get_provider_profile
A tool description tries to alter the model’s use of another tool.
provider after search_providers or compare_providers: full evidence-scored profRecommendationDescriptions must describe only their own tool.
tool: market_report
A tool description tries to alter the model’s use of another tool.
n one call, use research_capability.RecommendationDescriptions must describe only their own tool.
tool: create_custom_benchmark
A tool description tries to alter the model’s use of another tool.
n market_report/get_price_index/get_price_index_history. Ambiguous names are reRecommendationDescriptions must describe only their own tool.
tool: get_custom_benchmark
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
k_id` (your cb_ token) as an ARGUMENT. {"type":"object","properties":RecommendationRemove side-channel parameters; constrain tool inputs.
tool: (server instructions)
A tool description tries to alter the model’s use of another tool.
alue-for-money: research_capability (ONE call — resolves the market, current pricinRecommendationDescriptions must describe only their own tool.
The server accepts tool enumeration (and likely invocation) with no authentication.
RecommendationRequire OAuth 2.1 authorization for any server exposing non-public tools.
tool: compare_providers
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "compare_providers"RecommendationScope tools to the minimum needed.
tool: get_price_index_history
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "get_price_index_history"RecommendationScope tools to the minimum needed.
tool: suggest_alternatives
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "suggest_alternatives"RecommendationScope tools to the minimum needed.
tool: report_outcome
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "report_outcome"RecommendationScope tools to the minimum needed.
tool: create_custom_benchmark
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "create_custom_benchmark"RecommendationScope tools to the minimum needed.
tool: update_custom_benchmark
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "update_custom_benchmark"RecommendationScope tools to the minimum needed.
Vantaj uptime monitoring via MCP — manage monitors, heartbeats, incidents, and status pages.
Unified gateway to Algeria's TKAWEN ecosystem: commerce, certification, and AI tools.
Provides access to the Cohereon Doctrine AI safety framework with governance components, tiered access, and agent onboarding.
Agentic rails for complex workflows with receipts, fees, and MCP tool access.
Structural TC39 spec lookup for ECMA-262 and ECMA-402 in AI agents, SHA-pinned and offline-first.
Structural TC39 spec lookup for ECMA-262 and ECMA-402 in AI agents, SHA-pinned and offline-first.
Map a natural-language task, capability or service to its live MARKET — the semantic neighbourhood of the closest-matching providers, found by text-embedding nearness (NO fixed category). For buyers (
Call this to decide between shortlisted providers. Inputs are resolved to REAL providers — exact handle, then exact display name — and are NEVER silently swapped for a fuzzy match: unknown inputs come
Call this for the CURRENT level of the Agent Economy Price Index (AEPI) — a chained like-for-like index over observed provider/MCP pricing (base 100 = 29 Jun 2026). It is an INDEX LEVEL, not a market
Fair-price benchmarks for a capability described in natural language. The MARKET is the semantic neighbourhood of your query — the nearest providers by text embedding, with NO fixed category — SEPARAT
Call this for the canonical DATED index SERIES (to chart or analyse movement) of the AEPI — the same chained like-for-like series the /aepi page plots. Every point is an index level (base 100), never
Find where real demand is going unmet — computed demand-first in the raw text-embedding space (NO fixed categories). A gap = a cluster of real user requests (mined from live MCP search telemetry) that
Call this when a shortlisted provider is too expensive, unreachable or a poor fit: substitutes for one known provider, ranked by text-embedding nearness to that provider's OWN profile — the closest-ma
Call this to see what providers are being SEARCHED FOR but don't exist yet: capability queries that returned ZERO results on this MCP server, aggregated and ranked by miss count. A live unmet-demand s
After you use a listed provider, report whether it worked — reports are correlated with your recent retrievals, improve ranking accuracy, and unlock higher rate limits for contributors. Only reports w
PARTNER-ONLY (Bearer key required). Given a business context and its workflow steps, return ranked provider candidates for EACH step — structured, scored (match_score 0-100) matches with match_reasons
Call this to drill into ONE provider after search_providers or compare_providers: full evidence-scored profile — task_performed, inputs/outputs, integrations, protocols, industry_fit, autonomy_level,
Call this for the public directory card of one provider by handle or registration number: bio, source URLs, X-verification status, entity type, community rating and structured profile when available.
Deep-dive ONE market before building or investing — the market is the semantic neighbourhood of your natural-language query (nearest providers by text embedding, NO fixed category). Every field is MEA
Create a PRIVATE custom benchmark (a saved, calculated peer cohort) over Agentery's data — no account needed. Two modes: (A) explicit members: pass `members` (a list of exact handles; product names/do
Get a private custom benchmark's current report: members, current stats (headline median/quartiles only when ≥3 comparable priced members — monthly, per-seat and per-call prices are never blended), bu
Add/remove members or rename a custom benchmark. Creates a NEW immutable version (the previous version stays fully reproducible) and returns the exact change-impact on the median/quartiles/index. Pass
Disable access to a custom benchmark. Keeps only a minimal audit record; no underlying Agentery data is touched. Pass `benchmark_id`.