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Market around SIMURG

An open-source Python guard that monitors streamed LLM output for repetition loops, language drift, regurgitation, and structural corruption, allowing agents and applications to abort and regenerate bad responses.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
SIMURG · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
SIMURG doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
9th pctile
4 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$50/mo
1 priced · $50–$50 mid 50%
MCP servers · Pro median
$25/mo
1 priced · $25–$25 mid 50%
APIs · Pro median
$40/mo
1 priced · $40–$40 mid 50%
Platforms · Pro median
$35/mo
1 priced · $35–$35 mid 50%

Agents cost 2× MCP servers at the Pro tier.

Price spectrum · Pro plans · 4 of 8 providers priced · log scale · $25 → $50/mo
Agents MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)SIMURG has no comparable Pro price — not plotted

Products in this market

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

OOther11Ranked by relevance
SIMURGthis listing
● OTHER · relevance 100%
no public price
SIMURG
● OTHER · relevance 86%
no public price
AgentGauntlet
● OTHER · relevance 65%
no public price
prompt_guard
● OTHER · relevance 65%
no public price
contextspy
● OTHER · relevance 63%
no public price
outfix
● OTHER · relevance 63%
no public price
SENTINEL
● OTHER · relevance 61%
no public price
clov_ai
● OTHER · relevance 60%
no public price
pbom
● OTHER · relevance 60%
no public price
agentprobe
● OTHER · relevance 60%
no public price
LoopBreaker
● OTHER · relevance 59%
no public price
FFrameworks15Ranked by relevance
sentinel_ai
● FRAMEWORK · relevance 70%
no public price
Guardrails AI
● FRAMEWORK · relevance 70%
no public price
rightnow_auto
● FRAMEWORK · relevance 68%
no public price
openai_agents
● FRAMEWORK · relevance 64%
no public price
agent_protocol
● FRAMEWORK · relevance 63%
no public price
deepeval
● FRAMEWORK · relevance 62%
no public price
orion_os
● FRAMEWORK · relevance 62%
no public price
contextforge
● FRAMEWORK · relevance 61%
no public price
skillopt
● FRAMEWORK · relevance 60%
no public price
bioma_framework
● FRAMEWORK · relevance 60%
no public price
pyshackle
● FRAMEWORK · relevance 60%
no public price
openjudge
● FRAMEWORK · relevance 59%
no public price
rllm
● FRAMEWORK · relevance 59%
no public price
langwatch
● FRAMEWORK · relevance 59%
no Pro plan
entry $34/mo
springdrift
● FRAMEWORK · relevance 58%
no public price
MMCP servers13Ranked by relevance
CouchLoop EQ
● MCP · relevance 69%
no public price
Real-Time LLM Guardrails
● MCP · relevance 64%
no public price
JS
json-sanity
● MCP · relevance 63%
no Pro plan
entry $1/mo
MCP Local Auditor Architect
● MCP · relevance 62%
no public price
headroom
● MCP · relevance 62%
no public price
anansi
● MCP · relevance 62%
no public price
zentric_protocol
● MCP · relevance 61%
no Pro plan
entry $29/mo
DC
dcl_trust_oracle
● MCP · relevance 61%
no public price
retriEVAL
● MCP · relevance 61%
no public price
PR
promptscan
● MCP · relevance 61%
no public price
Prompt Injection Scanner MCP - LLM Security Testing
● MCP · relevance 61%
$25/mo Pro
mcp_python_interpreter
● MCP · relevance 59%
no public price
tensorfire
● MCP · relevance 59%
no public price
AAPIs4Ranked by relevance
TradingAgents
● API · relevance 64%
no Pro plan
entry $49/mo
aegisgate
● API · relevance 62%
no public price
AgentOps
● API · relevance 60%
$40/mo Pro
agent_sonar
● API · relevance 59%
no public price
AAgents5Ranked by relevance
Sentinel Scan
● AGENT · relevance 63%
no public price
TinyCodeAgent
● AGENT · relevance 61%
$50/mo Pro
minicline
● AGENT · relevance 61%
no public price
kavach
● AGENT · relevance 59%
no public price
unasked
● AGENT · relevance 59%
no public price
PPlatforms2Ranked by relevance
comet_opik
● PLATFORM · relevance 62%
no public price
Orq.ai
● PLATFORM · relevance 60%
$35/mo Pro

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.