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Market around bioma_framework

A local, provider-agnostic Rust and Python micro-kernel for LLM applications that reduces prompt context, redacts secrets, detects cognitive flooding, and provides timeout and signaling controls before requests reach a model provider.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Bioma Framework · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Bioma Framework doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
27th pctile
20 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$18.5/mo
2 priced · $15.24–$21.75 mid 50%
Platforms · Pro median
$32/mo
2 priced · $30.5–$33.5 mid 50%
Price spectrum · Pro plans · 4 of 7 providers priced · log scale · $11.99 → $35/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Bioma Framework has no comparable Pro price — not plotted

Products in this market

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

FFrameworks13Ranked by relevance
bioma_frameworkthis listing
● FRAMEWORK · relevance 100%
no public price
sentinel_ai
● FRAMEWORK · relevance 73%
no public price
entroly
● FRAMEWORK · relevance 69%
no public price
giulia
● FRAMEWORK · relevance 69%
no public price
TrueForge
● FRAMEWORK · relevance 68%
no public price
noema_declarative_ai
● FRAMEWORK · relevance 68%
no public price
barbacane
● FRAMEWORK · relevance 67%
no public price
geck
● FRAMEWORK · relevance 67%
no public price
Guardrails AI
● FRAMEWORK · relevance 66%
no public price
prompt_decorators
● FRAMEWORK · relevance 66%
no public price
orion_os
● FRAMEWORK · relevance 65%
no public price
pyshackle
● FRAMEWORK · relevance 65%
no public price
remind
● FRAMEWORK · relevance 65%
no public price
AAPIs3Ranked by relevance
TradingAgents
● API · relevance 75%
no Pro plan
entry $49/mo
tkngate
● API · relevance 66%
no public price
opentools
● API · relevance 65%
no public price
OOther6Ranked by relevance
contextspy
● OTHER · relevance 73%
no public price
prompt_guard
● OTHER · relevance 71%
no public price
pbom
● OTHER · relevance 68%
no public price
VKLP
● OTHER · relevance 67%
no public price
AgentGauntlet
● OTHER · relevance 67%
no public price
token_compressor
● OTHER · relevance 66%
no public price
MMCP servers19Ranked by relevance
guardrail_mcp
● MCP · relevance 73%
no public price
trim
● MCP · relevance 70%
no public price
MindBridge
● MCP · relevance 70%
no public price
TO
token_optimizer
● MCP · relevance 70%
$11.99/mo Pro
-35% vs Pro median
Prompt Injection Scanner MCP - LLM Security Testing
● MCP · relevance 69%
$25/mo Pro
+35% vs Pro median
CouchLoop EQ
● MCP · relevance 69%
no public price
lmstudio_mcp
● MCP · relevance 68%
no public price
hunch
● MCP · relevance 67%
no public price
Real-Time LLM Guardrails
● MCP · relevance 67%
no public price
DE
Deep Dive MCP Server
● MCP · relevance 67%
no Pro plan
entry $10/mo
mcp_python_interpreter
● MCP · relevance 67%
no public price
mcp_prompts
● MCP · relevance 67%
no public price
interactive_mcp
● MCP · relevance 66%
no public price
forgemax
● MCP · relevance 66%
no public price
code_sandbox_mcp
● MCP · relevance 66%
no public price
lmstudio_toolpack
● MCP · relevance 66%
no public price
unbrowser by Unchained
● MCP · relevance 66%
no public price
anansi
● MCP · relevance 65%
no public price
prims_mcp_server
● MCP · relevance 65%
no public price
AAgents4Ranked by relevance
edgecrab
● AGENT · relevance 71%
no public price
Sentinel Scan
● AGENT · relevance 69%
no public price
osa
● AGENT · relevance 66%
no public price
crab_code
● AGENT · relevance 66%
no public price
PPlatforms5Ranked by relevance
agenta
● PLATFORM · relevance 70%
$29/mo Pro
-9% vs Pro median
DeepOpinion
● PLATFORM · relevance 69%
no Pro plan
entry $199/mo
ai_orchestrator
● PLATFORM · relevance 69%
no public price
mcp_playground
● PLATFORM · relevance 66%
no public price
Orq.ai
● PLATFORM · relevance 66%
$35/mo Pro
+9% vs Pro median

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.