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Market around LangGraph Harness

Self-hosted AI coding agent platform for GitLab. Reviews merge requests, resolves issues and tasks in isolated sandboxes, opens draft merge requests, and provides project-aware chat with human approval for sensitive actions.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
LangGraph Harness · Pro
No Pro plan
—
Pro-platform median
—
insufficient comparable pricing
vs Pro platforms
No comparison
LangGraph Harness doesn't sell Pro
ⓘ Comparisons are same provider type (platform) and same buyer tier (Pro). Never across tiers.
Market density
67th pctile
229 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 3 of 7 providers priced · log scale · $2.42 → $12/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)LangGraph Harness has no comparable Pro price — not plotted

Products in this market

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

PPlatforms27Ranked by similarity
LangGraph Harnessthis listing
● PLATFORM
no public price
Gitlab Duo Agent Platform
● PLATFORM82% similar
$2.42/mo Pro
Blackbox Ai
● PLATFORM79% similar
no public price
AQ
● PLATFORM78% similar
no Pro plan
entry $200/mo
GitKraken
● PLATFORM78% similar
$8/mo Pro
Coder Agents
● PLATFORM78% similar
no public price
Mindflock
● PLATFORM77% similar
no public price
Memcode
● PLATFORM77% similar
no Pro plan
entry $25/mo
DocOps
● PLATFORM76% similar
no public price
Openchamber
● PLATFORM75% similar
no public price
L3 Simulator
● PLATFORM75% similar
no public price
Holix Studio
● PLATFORM74% similar
no public price
LBrain Coding Agents
● PLATFORM74% similar
$99, one-time Pro
not monthly-comparable
Codegen.com
● PLATFORM73% similar
no public price
Lilium Ai Commercial
● PLATFORM73% similar
no public price
Magic Ai Platform
● PLATFORM73% similar
no public price
MiniMax Code
● PLATFORM73% similar
no public price
Agent Ci
● PLATFORM73% similar
no public price
Prokop
● PLATFORM73% similar
no public price
CrewCode
● PLATFORM73% similar
no public price
KaroX
● PLATFORM73% similar
no public price
Kimchi Coding
● PLATFORM72% similar
no Pro plan
entry $15/mo
Anycode
● PLATFORM72% similar
no public price
Zero Code Studio
● PLATFORM72% similar
no public price
Anvil
● PLATFORM72% similar
no public price
Keepclaw
● PLATFORM72% similar
no public price
Ade
● PLATFORM72% similar
no public price
MMCP servers14Ranked by similarity
Gitlab
● MCP84% similar
no public price
GitLab MCP
● MCP79% similar
no public price
Gitlab Mr
● MCP79% similar
no public price
Read-only GitLab MCP
● MCP76% similar
no public price
Mcp Gitlab
● MCP76% similar
no public price
GitLab MCP Server
● MCP75% similar
no public price
GI
Gitlab
● MCP75% similar
no public price
Mcptask
● MCP74% similar
$12/mo Pro
Bitbucket
● MCP74% similar
no public price
SYNTARO MCP
● MCP73% similar
no public price
Gitlab
● MCP73% similar
no public price
Tokenectomy Git
● MCP73% similar
no public price
AgentDock MCP Harness
● MCP73% similar
no public price
ChatGPT MCP for Self-Hosted GitLab + ActualCoder
● MCP73% similar
no public price
OOther4Ranked by similarity
GitX
● OTHER76% similar
no public price
Git Collaboration Practices
● OTHER75% similar
no public price
GitHub Collab Skill
● OTHER74% similar
no public price
AgentOS
● OTHER73% similar
no public price
AAgents4Ranked by similarity
Gitlab Copilot Coding Agent
● AGENT76% similar
no public price
Cobalt
● AGENT75% similar
no public price
BeeCode
● AGENT74% similar
no public price
Klyxor
● AGENT73% similar
no public price
FFrameworks1Ranked by similarity
Claw Code
● FRAMEWORK75% similar
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.