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Market around NCM Code Documentation Server

An open-source local MCP server that generates concise technical docstrings, signatures, and code summaries using a non-autoregressive NCM model. It runs on local CUDA GPUs and connects to Claude Desktop, Antigravity IDE, and compatible MCP clients.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
NCM Code Documentation Server · Pro
No Pro plan
—
Pro-MCP server median
$38
across 5 priced MCP servers
vs Pro MCP servers
No comparison
NCM Code Documentation Server doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
60th pctile
215 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$38/mo
5 priced · $29–$59 mid 50%
Price spectrum · Pro plans · 5 of 5 providers priced · log scale · $9 → $99/mo
MCP servers◻ shaded = middle 50% · line = median (all types)NCM Code Documentation Server has no comparable Pro price — not plotted

Products in this market

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

MMCP servers39Ranked by similarity
NCM Code Documentation Serverthis listing
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DO
Docfork
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● MCP73% similar
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MA
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● MCP73% similar
no public price
sem
● MCP73% similar
no public price
Misardev
● MCP73% similar
$38/mo Pro
0% vs Pro median
Rogue MCP Builder
● MCP73% similar
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MC
mcp-forge
● MCP73% similar
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MCPHero Meta-MCP Generator
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+55% vs Pro median
MCP Doc Server
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● MCP72% similar
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+161% vs Pro median
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AS
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OOther5Ranked by similarity
Make MCP
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no public price
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AAgents2Ranked by similarity
MCP Server Builder
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FFrameworks4Ranked by similarity
Mcpify
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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.