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Market around AE-HW-BRIDGE

An open-source FastMCP server and HIL automation gateway that lets AI agents interact with embedded development boards through vetted tools, serial consoles, reboots, firmware flashing, and target-specific workflows.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
AE-HW-BRIDGE · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
AE-HW-BRIDGE doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
60th pctile
157 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 3 of 4 providers priced · log scale · $15 → $99/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)AE-HW-BRIDGE has no comparable Pro price — not plotted

Products in this market

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

OOther2Ranked by similarity
AE-HW-BRIDGEthis listing
● OTHER
no public price
DevKeel V2
● OTHER74% similar
no public price
MMCP servers32Ranked by similarity
Embedded MCP
● MCP83% similar
no public price
Chiplab
● MCP81% similar
no public price
Serial
● MCP76% similar
no public price
Free Coding Agent
● MCP76% similar
no public price
nff
● MCP76% similar
no public price
Omnidebuglink
● MCP75% similar
no public price
Freya
● MCP73% similar
no public price
PlatformIO MCP
● MCP72% similar
no public price
C64bridge
● MCP72% similar
no public price
Mobilerun MCP
● MCP72% similar
no public price
Glass
● MCP72% similar
no public price
AgentDock MCP Harness
● MCP71% similar
no public price
pursers-central
● MCP71% similar
no public price
Vivado Agent MCP
● MCP71% similar
no public price
Frust
● MCP71% similar
no public price
AutoMobile
● MCP71% similar
no public price
Embedded Debugger
● MCP71% similar
no public price
Husk
● MCP71% similar
no public price
Ternlang
● MCP71% similar
$99/mo Pro
Lambda MicroVM Sandbox MCP
● MCP71% similar
no public price
MCP-MyPC
● MCP71% similar
no public price
Efinity MCP
● MCP71% similar
no public price
DCL AI-Defined Hardware OS
● MCP71% similar
no public price
Vibe Engineering MCP
● MCP71% similar
no public price
GenPark
● MCP71% similar
no public price
OpenBaud
● MCP71% similar
no public price
Open MHS
● MCP71% similar
no public price
DevPilot
● MCP71% similar
no public price
Unofficial Vs
● MCP70% similar
no public price
Mcp Task Orchestrator
● MCP70% similar
no public price
Local Coding Agent
● MCP70% similar
no public price
Mk Family
● MCP70% similar
no public price
FFrameworks6Ranked by similarity
Krillclaw
● FRAMEWORK75% similar
no public price
Github Composiohqcomposio Comp
● FRAMEWORK74% similar
no public price
Toolprint
● FRAMEWORK71% similar
no public price
Factorly
● FRAMEWORK71% similar
no public price
rig
● FRAMEWORK71% similar
no public price
Capability SDK
● FRAMEWORK70% similar
no public price
AAgents5Ranked by similarity
Zbot
● AGENT75% similar
no public price
Dropstone
● AGENT74% similar
$15/mo Pro
Sprocket
● AGENT73% similar
no public price
Jcode
● AGENT72% similar
$50/mo Pro
Clawcodex
● AGENT70% similar
no public price
PPlatforms5Ranked by similarity
Agentic Os 2
● PLATFORM74% similar
no public price
Agentos Ai
● PLATFORM71% similar
no public price
Sprites
● PLATFORM71% similar
no Pro plan
entry $2/mo
Freebuff
● PLATFORM71% similar
no public price
Molten AI
● PLATFORM70% similar
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.