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Market around numbat

Open-source endpoint visibility and security tool for AI agents. It detects agent activity locally, evaluates CEL and YAML rules, optionally blocks supported pre-action hooks, and reconstructs activity from session artifacts.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
numbat · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
numbat doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
66th pctile
156 strong substitutes
Price momentum · 31d
Flat
Agents · Pro median
$79/mo
3 priced · $52–$89 mid 50%
MCP servers · Pro median
$99/mo
1 priced · $99–$99 mid 50%
Platforms · Pro median
$54/mo
4 priced · $28–$109 mid 50%
Frameworks · Pro median
$39/mo
1 priced · $39–$39 mid 50%

Agents cost 0.8× MCP servers at the Pro tier.

Price spectrum · Pro plans · 6 of 13 providers priced · log scale · $25 → $99/mo
Agents MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)numbat has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches numbat's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

OOther9Ranked by relevance
numbatthis listing
● OTHER · relevance 100%
no public price
xaidr
● OTHER · relevance 85%
no public price
obsidian_agent_runtime_securit
● OTHER · relevance 77%
no public price
panguard_ai
● OTHER · relevance 76%
$25 one-time Pro
not monthly-comparable
zenity_io
● OTHER · relevance 75%
no public price
lotor
● OTHER · relevance 75%
no public price
entro_mcp_audit
● OTHER · relevance 75%
no public price
mcp_defender
● OTHER · relevance 74%
no Pro plan
entry $30/mo
Endpoint Protector
● OTHER · relevance 74%
no public price
AAgents15Ranked by relevance
ai_agent_risk_manager_knowbe4
● AGENT · relevance 81%
no public price
agentmetry_2
● AGENT · relevance 81%
no public price
vaikora_ai_runtime_control
● AGENT · relevance 79%
no public price
kavach
● AGENT · relevance 79%
no public price
ai_agents_compliance_automate_
● AGENT · relevance 77%
no public price
artguard
● AGENT · relevance 76%
no public price
AgentInterdict
● AGENT · relevance 76%
$79/mo Pro
0% vs Pro median
Evo
● AGENT · relevance 76%
no Pro plan
entry $25/mo
AI Security Platform
● AGENT · relevance 75%
no public price
orases_security_log_analysis
● AGENT · relevance 75%
no public price
AgentLooper
● AGENT · relevance 74%
25 usage Pro
not monthly-comparable
Akto AI Agent Security Platform
● AGENT · relevance 74%
no public price
inkog
● AGENT · relevance 74%
$99/mo Pro
+25% vs Pro median
sigil_2
● AGENT · relevance 73%
no public price
Reco AI Agent Security Platform
● AGENT · relevance 73%
no public price
PPlatforms10Ranked by relevance
Lunar
● PLATFORM · relevance 80%
no public price
Adaptive
● PLATFORM · relevance 76%
no public price
general_analysis
● PLATFORM · relevance 76%
no public price
guardian_agent
● PLATFORM · relevance 75%
no public price
clawsecure
● PLATFORM · relevance 75%
$29/mo Pro
-46% vs Pro median
agnys
● PLATFORM · relevance 74%
no Pro plan
entry $49/mo
ai_observability_platform_moni
● PLATFORM · relevance 74%
no public price
agentavow
● PLATFORM · relevance 73%
no public price
Fullmakt
● PLATFORM · relevance 73%
no public price
Surfil
● PLATFORM · relevance 73%
$25/mo Pro
-54% vs Pro median
MMCP servers10Ranked by relevance
Agent Guardrail
● MCP · relevance 78%
no public price
AIM Guard
● MCP · relevance 78%
no public price
Shrike Security
● MCP · relevance 77%
$99/mo Pro
sentinel_2
● MCP · relevance 77%
no public price
sentinel
● MCP · relevance 76%
no public price
NU
nullcone
● MCP · relevance 76%
no public price
MCP Security Scanner Server
● MCP · relevance 76%
no public price
cinch_ai_security
● MCP · relevance 74%
no public price
EM
EMA Prompt Injection Firewall v3.1.0
● MCP · relevance 74%
no Pro plan
entry $10/mo
sovereign_agentops
● MCP · relevance 73%
no public price
FFrameworks5Ranked by relevance
spidershield
● FRAMEWORK · relevance 77%
$39/mo Pro
gensee_crate
● FRAMEWORK · relevance 76%
no public price
hermes_katana
● FRAMEWORK · relevance 76%
no public price
agent_action_guard
● FRAMEWORK · relevance 73%
no public price
failproof_ai
● FRAMEWORK · relevance 73%
no Pro plan
entry $99/mo
AAPIs1Ranked by relevance
zenguard
● API · relevance 75%
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.