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Market around DataForge

Open-source DataOps incident-response agent that detects, investigates, diagnoses, and remediates data pipeline and quality incidents using LangGraph, MCP tools, sandboxed analysis, approval gates, and verification.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
DataForge · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
DataForge doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
39th pctile
40 strong substitutes
Price momentum · 30d
Flat
Agents · Pro median
$29/mo
3 priced · $24–$64 mid 50%
MCP servers · Pro median
$59/mo
2 priced · $49–$69 mid 50%
Platforms · Pro median
$79/mo
3 priced · $54–$139 mid 50%

Agents cost 0.5× MCP servers at the Pro tier.

Price spectrum · Pro plans · 6 of 8 providers priced · log scale · $19 → $99/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)DataForge has no comparable Pro price — not plotted

Products in this market

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

OOther6Ranked by relevance
DataForgethis listing
● OTHER · relevance 100%
no public price
mcp_observatory
● OTHER · relevance 69%
no public price
agentwatch_3
● OTHER · relevance 69%
no public price
entro_mcp_audit
● OTHER · relevance 68%
no public price
RescueLoop
● OTHER · relevance 68%
no public price
SkillTotal
● OTHER · relevance 68%
no public price
AAgents21Ranked by relevance
Intelix
● AGENT · relevance 76%
no public price
ilert_ai_sre
● AGENT · relevance 75%
$19/mo Pro
-34% vs Pro median
Azure Incident Investigation
● AGENT · relevance 74%
no public price
resolve_ai_sre
● AGENT · relevance 73%
no public price
Agent Rescue Desk Production Triage Agent
● AGENT · relevance 72%
no public price
Stakpak
● AGENT · relevance 72%
no public price
hyperprobe
● AGENT · relevance 71%
$99/mo Pro
+241% vs Pro median
armature
● AGENT · relevance 70%
no public price
Anomaly Classification AI Agent
● AGENT · relevance 70%
no Pro plan
entry $30/mo
holmesgpt
● AGENT · relevance 70%
no public price
harness_ai_sre
● AGENT · relevance 69%
no public price
v7labs_outlier_agent
● AGENT · relevance 69%
no public price
authprobe
● AGENT · relevance 69%
no public price
golf
● AGENT · relevance 69%
no public price
metasecure_investigation_agent
● AGENT · relevance 69%
no public price
ai_soc_agent
● AGENT · relevance 69%
no public price
AI SOC Agent
● AGENT · relevance 68%
no public price
agentsre_ai
● AGENT · relevance 68%
no public price
On-call Management Agent
● AGENT · relevance 68%
$29/mo Pro
0% vs Pro median
github_martinimarcello00sreage
● AGENT · relevance 68%
no public price
contraforce
● AGENT · relevance 68%
no Pro plan
entry $249/mo
MMCP servers14Ranked by relevance
uptimebolt_mcp_server
● MCP · relevance 73%
$79/mo Pro
+34% vs Pro median
ML On-Call Agent
● MCP · relevance 71%
no public price
marcellomartinitechprojectssre
● MCP · relevance 71%
no public price
DA
Data Observability
● MCP · relevance 70%
no public price
x402_tools
● MCP · relevance 70%
no public price
throughline
● MCP · relevance 69%
no public price
aws_devops_agent_mcp
● MCP · relevance 69%
no public price
incident_io_mcp
● MCP · relevance 69%
no public price
Malong LiuHe
● MCP · relevance 68%
no public price
buildinc_multiagent_architectu
● MCP · relevance 68%
$39/mo Pro
-34% vs Pro median
agent_security_scanner
● MCP · relevance 68%
no public price
SkillAudit
● MCP · relevance 68%
no public price
hackmyip
● MCP · relevance 68%
no public price
Rigour
● MCP · relevance 68%
no public price
PPlatforms7Ranked by relevance
network_incident_investigation
● PLATFORM · relevance 72%
no public price
kayba
● PLATFORM · relevance 70%
no public price
nightfall_mcp
● PLATFORM · relevance 69%
no public price
agent_bom
● PLATFORM · relevance 69%
no public price
clawsecure
● PLATFORM · relevance 69%
$29/mo Pro
-63% vs Pro median
azure_support_agent
● PLATFORM · relevance 68%
no public price
Cognitive SOC Platform
● PLATFORM · relevance 68%
no public price
FFrameworks1Ranked by relevance
golden_suite
● FRAMEWORK · relevance 70%
no public price
AAPIs1Ranked by relevance
mcp_shark
● API · 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.