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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 2026-08-24.

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
$19
across 4 priced MCP servers
vs Pro MCP servers
105% above
above Pro MCP servers
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
38th pctile
39 strong substitutes
Price momentum · 30d
Flat
Agents · Pro median
$22.8/mo
5 priced · $20–$39 mid 50%
MCP servers · Pro median
$19/mo
4 priced · $8–$31.5 mid 50%

Agents cost 1.2× MCP servers at the Pro tier.

Price spectrum · Pro plans · 7 of 11 providers priced · log scale · $5 → $39/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
+105% vs Pro median
context_optimizer_mcp
● MCP · relevance 74%
no public price
codegraff
● MCP · relevance 72%
no Pro plan
entry $8/mo
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
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
+53% vs Pro median
ctxo
● MCP · relevance 68%
no public price
conxt
● MCP · relevance 68%
$9/mo Pro
-53% vs Pro median
mcp_ragex
● MCP · relevance 68%
no public price
ultra-prompt
● MCP · relevance 68%
$5/mo Pro
-74% vs Pro median
hub
● MCP · relevance 68%
no public price
mcp_perplexity_server
● MCP · relevance 68%
no public price
FFrameworks2Ranked by relevance
booklib
● FRAMEWORK · relevance 78%
no public price
vhk
● FRAMEWORK · relevance 72%
no public price
PPlatforms2Ranked by relevance
void_editor
● PLATFORM · relevance 74%
no public price
forgein
● PLATFORM · relevance 68%
no public price
AAgents18Ranked by relevance
github_copilot_visual_studio
● AGENT · relevance 73%
$10/mo Pro
-56% 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
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
-12% vs Pro median
kodacode
● AGENT · relevance 69%
no public price
code_assist
● AGENT · relevance 69%
$22.8/mo Pro
0% 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
athena_code
● 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.