
Connect Dependency Resolution Engine to ChatGPT and Claude
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Solve complex dependency trees with deterministic precision.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through Dependency Resolution Engine.
- 01
Check graph integrity
This capability analyzes a resolved dependency tree to find structural risks. It identifies issues like circularities that could crash your agent's environment.
- 02
Resolve dependencies
This capability performs the primary deterministic resolution of a dependency tree. It calculates the exact order and structure based on your root requirements.
- 03
Validate constraint
This capability checks if a specific package version satisfies a SemVer constraint. It ensures version compatibility before you attempt to load a capability.
Real work
What teams actually run
Plugin Loading
Your agent can safely load a suite of third-party capabilities without version conflicts.
Automated Environment Setup
The engine calculates the correct installation order for complex software stacks.
Dependency Auditing
You can verify that a proposed set of dependencies won't create a broken graph.
Version Constraint Testing
The AI can quickly check if a new package version fits within existing constraints.
One connector, every AI
Dependency Resolution Engine works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Dependency Resolution Engine to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
865ms average. Fast in production.
Dependency Resolution Engine is checked daily against the live service.
- Fastest day
- 711ms
- Slowest day
- 1221ms
- 14-day trend
- Stable+4%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Dependency Resolution Engine, so you can see the experience inside your AI.
It does not authenticate your account with Dependency Resolution Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Dependency Resolution Engine Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_DpbZDMSYSeEBckxcLRajpBNhA7ylOQeWFlY8FNs6/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Dependency Resolution Engine capabilities are ready to use.
{
"mcpServers": {
"dependency-resolution-engine-mcp": {
"url": "https://edge.vinkius.com/vk_preview_DpbZDMSYSeEBckxcLRajpBNhA7ylOQeWFlY8FNs6/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? Set up Dependency Resolution Engine in Claude and other AIs
Who it's for
Built for the work Dependency Resolution Engine owners hand off.
This MCP is built for developers building complex agentic workflows that rely on modular toolsets.
- 01
Platform Engineers
They hand off complex plugin architectures to the AI to ensure stable loading.
- 02
DevOps Engineers
They use the engine to validate environment configurations and dependency constraints.
- 03
AI Agent Developers
They use it to prevent runtime failures caused by incompatible capability dependencies.
FAQ
Questions Dependency Resolution Engine owners ask.
- 01
What algorithm does this MCP use for resolution?
It uses depth-first search with backtracking to ensure version compatibility and handle complex trees.
- 02
How does it handle circular dependencies?
The engine detects circularities during the resolution process and can verify the final tree is a Directed Acyclic Graph.
- 03
Can I use this with any AI client?
Yes, it works with any MCP-compatible client like Claude, Cursor, or Windsurf.
- 04
Does it support Semantic Versioning?
Yes, it includes a specific capability to validate that versions satisfy SemVer constraints.
- 05
What is a diamond dependency?
It is a situation where two different packages depend on the same third package, and this engine resolves those requirements deterministically.
- 06
How does the engine handle version conflicts?
The engine uses a backtracking algorithm. If a version constraint cannot be satisfied, it retreats to the previous decision point to attempt a different version that satisfies all active constraints.
- 07
Can I detect circular dependencies?
Yes, you can use check_graph_integrity to analyze a resolved tree and identify if any circular dependencies exist within the structure.
Explore
More in Developer Tools
Hasura (Instant GraphQL & REST Engine) AI Connector
Instantly connect to your Hasura engine to execute GraphQL queries, manage metadata, analyze SQL execution pla
ViewData Sorting & Filtering Engine AI Connector
Perfect array manipulation. Sort and deduplicate massive JSON lists with native Vinkius Edge JavaScript instea
ViewTopological Sort Engine AI Connector
Perform topological sorting on DAGs using Kahn's and DFS algorithms to resolve dependencies and detect cycles.
ViewTask DAG Dependency Resolver AI Connector
Resolves task execution order and parallel groups from DAG dependencies.
View
Suggestions
Postgres Migration Dependency Resolver AI Connector
Resolves the execution order of SQL migrations using graph theory to prevent deployment errors.
ViewCausal-Graph Navigator AI Connector
LLMs reason by statistical proximity, confusing word co-occurrence with direct causal relationships. This tool
ViewGraph Analysis Toolkit AI Connector
Deep structural analysis of directed and undirected graphs, providing metrics on connectivity, topology, and n
ViewMusic Theory Chord Engine AI Connector
Deterministic music theory calculator for precise chord structures and enharmonic spelling.
View
Connect Dependency Resolution Engine to Claude, Cursor, ChatGPT & more
