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Market around github_improving_github_copilo

GitHub's machine learning team worked to enhance GitHub Copilot's contextual understanding of code to provide more relevant AI-powered coding suggestions. The problem was that large language models could only process limited context (approximately 6,000 characters), making it cha

Visit zenml.io ↗Pricing page ↗
Pricing (3 buyer tiers · 6 plans)
As parsed from zenml.io/pricing on 2026-08-31.

Explore the market

Prices and medians update for the tier you select.

Compare at
Github Improving Github Copilo · Pro
$39/mo
Cloud plan
Pro-MCP server median
$29
across 5 priced MCP servers
vs Pro MCP servers
34% above
above Pro MCP servers
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
11th pctile
2 competing vendors
Comparable listings · 30d
—
based on 0 comparable products with price history
Agents · Pro median
$30.9/mo
8 priced · $20–$52.5 mid 50%
MCP servers · Pro median
$29/mo
5 priced · $9–$39 mid 50%

Agents cost 1.1× MCP servers at the Pro tier.

Price spectrum · Pro plans · 10 of 13 providers priced · log scale · $5 → $99/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)large ringed dot = Github Improving Github Copilo ($39/mo)

Products in this market

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

MMCP servers27Ranked by relevance
github_improving_github_copilothis listing
● MCP · relevance 100%
$39/mo Pro
+34% vs Pro median
context_optimizer_mcp
● MCP · relevance 74%
no public price
codegraff
● MCP · relevance 72%
$99/mo Pro
+241% vs Pro median
fathom
● MCP · relevance 72%
no public price
mcp_server_vscode
● MCP · relevance 71%
no public price
codemind
● MCP · relevance 71%
no public price
agent_fusion
● MCP · relevance 71%
no public price
context_engine
● MCP · relevance 70%
no public price
amdb
● MCP · relevance 70%
no public price
gortex
● MCP · relevance 70%
no public price
codehelper
● MCP · relevance 70%
no public price
relace_mcp
● MCP · relevance 70%
no public price
srclight
● MCP · relevance 69%
no public price
promptarch
● MCP · relevance 69%
$12 one-time Pro
not monthly-comparable
agent_tool
● MCP · relevance 69%
no public price
decisionnode
● MCP · relevance 69%
no public price
CodeAtlas
● MCP · relevance 69%
no public price
octocode
● MCP · relevance 69%
no public price
kawacode_mcp
● MCP · relevance 69%
no public price
holocore
● MCP · relevance 68%
no public price
drift
● MCP · relevance 68%
no public price
context_engineering
● MCP · relevance 68%
$29/mo Pro
0% vs Pro median
ctxo
● MCP · relevance 68%
no public price
conxt
● MCP · relevance 68%
$9/mo Pro
-69% vs Pro median
mcp_ragex
● MCP · relevance 68%
no public price
ultra-prompt
● MCP · relevance 68%
$5/mo Pro
-83% vs Pro median
hub
● MCP · relevance 68%
no public price
FFrameworks2Ranked by relevance
booklib
● FRAMEWORK · relevance 78%
no public price
vhk
● FRAMEWORK · relevance 72%
no public price
PPlatforms1Ranked by relevance
void_editor
● PLATFORM · relevance 74%
no public price
AAgents19Ranked by relevance
github_copilot_visual_studio
● AGENT · relevance 73%
$10/mo Pro
-68% vs Pro median
GitHub Copilot
● AGENT · relevance 73%
no public price
zap_coding_agent
● AGENT · relevance 72%
no public price
tabnine_ai
● AGENT · relevance 72%
no public price
fx
● AGENT · relevance 71%
no public price
Sweep
● AGENT · relevance 71%
$20/mo Pro
-35% vs Pro median
deep_code
● AGENT · relevance 70%
no public price
blocweave
● AGENT · relevance 70%
no Pro plan
entry $5/mo
Cursor
● AGENT · relevance 70%
no Pro plan
entry $20/mo
tiffa
● AGENT · relevance 69%
no public price
azmx_ai
● AGENT · relevance 69%
$20/mo Pro
-35% vs Pro median
Huihui Qwen3 Coding Agent
● AGENT · relevance 69%
$50/mo Pro
+62% vs Pro median
kodacode
● AGENT · relevance 69%
no public price
code_assist
● AGENT · relevance 69%
$22.8/mo Pro
-26% vs Pro median
devo
● AGENT · relevance 69%
no public price
lunax
● AGENT · relevance 69%
no public price
CowAgent Coding Plan
● AGENT · relevance 68%
no public price
keen_code
● AGENT · relevance 68%
no public price
aivy_os
● AGENT · relevance 68%
no public price
AAPIs1Ranked by relevance
semble_rs
● API · relevance 70%
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.