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Market around Capability Bridge

An open-source MCP server and model capability bridge that adds vision analysis and OCR to text-only coding models through pluggable multimodal providers, including OpenAI-compatible endpoints and Gemini.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Capability Bridge · Pro
No Pro plan
—
Pro-MCP server median
$39
across 5 priced MCP servers
vs Pro MCP servers
No comparison
Capability Bridge doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
37th pctile
36 strong substitutes
Price momentum · 30d
Flat
MCP servers · Pro median
$39/mo
5 priced · $29–$39.99 mid 50%
Price spectrum · Pro plans · 3 of 4 providers priced · log scale · $12 → $39.99/mo
MCP servers◻ shaded = middle 50% · line = median (all types)Capability Bridge has no comparable Pro price — not plotted

Products in this market

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

MMCP servers42Ranked by relevance
Capability Bridgethis listing
● MCP · relevance 100%
no public price
deepseek_eyes_2
● MCP · relevance 83%
no public price
mcp_vision_bridge
● MCP · relevance 81%
no public price
VisionMCP
● MCP · relevance 80%
no public price
MCP Vision Server
● MCP · relevance 76%
no public price
zhipu_vision_mcp
● MCP · relevance 75%
no public price
codex_vision_bridge_2
● MCP · relevance 75%
no public price
codex_vision_bridge
● MCP · relevance 75%
no public price
Claude Image Recognition MCP
● MCP · relevance 75%
no public price
Agent Vision
● MCP · relevance 74%
no public price
mimo_vision_mcp
● MCP · relevance 74%
no public price
image_handler
● MCP · relevance 73%
no public price
Lucida Vision MCP
● MCP · relevance 73%
no public price
Frenchie
● MCP · relevance 72%
no public price
luma_mcp
● MCP · relevance 72%
no public price
vision_primitives_mcp
● MCP · relevance 72%
no public price
visual_ai
● MCP · relevance 72%
no public price
ccapi
● MCP · relevance 71%
no public price
Visionator MCP
● MCP · relevance 71%
no public price
Vision Helper MCP Server
● MCP · relevance 71%
no public price
zai_mcp_plus
● MCP · relevance 70%
no public price
mcp_local_vision
● MCP · relevance 70%
no public price
GLM-Vision MCP Server
● MCP · relevance 70%
no public price
xSkill AI
● MCP · relevance 70%
no public price
Muapi
● MCP · relevance 69%
no public price
omni_image_tools_mcp
● MCP · relevance 69%
no public price
ollama_vision_mcp
● MCP · relevance 69%
no public price
her_eyes
● MCP · relevance 69%
no public price
mcp_replicate_flux
● MCP · relevance 69%
no public price
mcp_ocr_server
● MCP · relevance 69%
no public price
minimax_vision_mcp
● MCP · relevance 69%
no public price
Contendeo
● MCP · relevance 68%
$12/mo Pro
-69% vs Pro median
novelai_image_mcp
● MCP · relevance 68%
no public price
VicSee
● MCP · relevance 68%
$29/mo Pro
-26% vs Pro median
Pixfaro MCP
● MCP · relevance 68%
no public price
Dora
● MCP · relevance 68%
no public price
Rostro Image, Video, 3D, Voice, SFX, Music
● MCP · relevance 68%
no Pro plan
entry $5/mo
image_lab_mcp
● MCP · relevance 67%
no public price
imageat
● MCP · relevance 67%
$39.99/mo Pro
+3% vs Pro median
vision_mcp_worker
● MCP · relevance 67%
no public price
mcpollinations
● MCP · relevance 66%
no public price
asset_finder_mcp
● MCP · relevance 66%
no public price
AAgents2Ranked by relevance
TalkCody
● AGENT · relevance 70%
no public price
lunax
● AGENT · relevance 67%
no public price
PPlatforms4Ranked by relevance
minimax
● PLATFORM · relevance 70%
no public price
agentation
● PLATFORM · relevance 68%
no public price
atlas_cloud
● PLATFORM · relevance 66%
no public price
korgi_vision
● PLATFORM · relevance 66%
no public price
OOther2Ranked by relevance
Pi Vision Tool
● OTHER · relevance 70%
no public price
sieve_data
● OTHER · relevance 68%
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.