Coder (Remote Dev) MCP Server for LangChainGive LangChain instant access to 84 tools to Add License, Auth Workspace Agent, Cancel Workspace Build, and more
GDPR Free for SubscribersLangChain is the leading Python framework for composable LLM applications. Connect Coder (Remote Dev) through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this MCP Server for LangChain
The Coder (Remote Dev) MCP Server for LangChain is a standout in the Loved By Devs category — giving your AI agent 84 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"coder-remote-dev": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using Coder (Remote Dev), show me what tools are available.",
}]
})
print(response["messages"][-1].content)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Coder (Remote Dev) MCP Server
Connect your Coder deployment to any AI agent to orchestrate remote development infrastructure and monitor workspace health through natural language.
LangChain's ecosystem of 500+ components combines seamlessly with Coder (Remote Dev) through native MCP adapters. Connect 84 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
What you can do
- Deployment Monitoring — Retrieve build info, deployment statistics, and check for available updates to keep your infrastructure current.
- AI Bridge Management — List connected AI clients, available models, and active sessions to understand how AI is being utilized in your workspaces.
- Agent Operations — Stream logs from specific workspace agents and manage application statuses to troubleshoot remote environments instantly.
- Infrastructure Config — Access SSH configurations and deployment settings to ensure seamless connectivity for your engineering team.
- Session Insights — Fetch threads and interceptions from AI sessions to audit and optimize AI-assisted development workflows.
The Coder (Remote Dev) MCP Server exposes 84 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 84 Coder (Remote Dev) tools available for LangChain
When LangChain connects to Coder (Remote Dev) through Vinkius, your AI agent gets direct access to every tool listed below — spanning remote-development, workspace-management, coder, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Add license on Coder (Remote Dev)
Add an enterprise license
Auth workspace agent on Coder (Remote Dev)
Authenticate agent using cloud provider identity
Cancel workspace build on Coder (Remote Dev)
Cancel a pending or running build
Check auth on Coder (Remote Dev)
Check if user has permission to perform actions
Create chat on Coder (Remote Dev)
Start a new AI chat session
Create chat message on Coder (Remote Dev)
Send a message to a chat session
Create group on Coder (Remote Dev)
Create a group in an organization
Create organization on Coder (Remote Dev)
Create an organization
Create user on Coder (Remote Dev)
Create a user
Create user secret on Coder (Remote Dev)
Create a user secret
Create user task on Coder (Remote Dev)
Create a long-running AI task for a user
Create user token on Coder (Remote Dev)
Create a user token
Create workspace on Coder (Remote Dev)
Create a workspace
Create workspace port share on Coder (Remote Dev)
Create a port share for a workspace
Delete license on Coder (Remote Dev)
Delete an enterprise license
Delete user on Coder (Remote Dev)
Delete a user
Download file on Coder (Remote Dev)
Download a file by ID
Get agent connection on Coder (Remote Dev)
Get DERP and connection details for an agent
Get agent containers on Coder (Remote Dev)
List running containers and devcontainers
Get agent debug logs on Coder (Remote Dev)
Get the last 10MiB of agent logs (local agent API)
Get agent debug magicsock on Coder (Remote Dev)
Get Tailscale magicsock debug info (local agent API)
Get agent debug manifest on Coder (Remote Dev)
Get the startup manifest from the server (local agent API)
Get agent external auth on Coder (Remote Dev)
Get external authentication tokens for the agent
Get agent logs on Coder (Remote Dev)
Stream logs from a specific agent
Get ai session threads on Coder (Remote Dev)
Get threads for an AI session
Get api root on Coder (Remote Dev)
Get basic API information
Get app auth redirect on Coder (Remote Dev)
Redirect to a URI with an encrypted API key
Get app host on Coder (Remote Dev)
Get the base host for applications
Get appearance on Coder (Remote Dev)
Get dashboard branding and banners
Get audit logs on Coder (Remote Dev)
Get a paginated list of audit logs
Get build info on Coder (Remote Dev)
Get Coder build info
Get chat messages on Coder (Remote Dev)
Get messages for a chat session
Get deployment config on Coder (Remote Dev)
Get deployment configuration
Get deployment stats on Coder (Remote Dev)
Get deployment statistics
Get external auth device on Coder (Remote Dev)
Initiate device-based OAuth
Get insights daus on Coder (Remote Dev)
Get Daily Active User stats
Get insights templates on Coder (Remote Dev)
Get usage data for templates
Get insights user activity on Coder (Remote Dev)
Get activity duration per user
Get notifications inbox on Coder (Remote Dev)
List user notifications
Get notifications settings on Coder (Remote Dev)
Get global notification settings
Get notifications templates on Coder (Remote Dev)
List available notification templates
Get prebuild settings on Coder (Remote Dev)
Get prebuild settings
Get ssh config on Coder (Remote Dev)
Get SSH configuration
Get update check on Coder (Remote Dev)
Check for Coder updates
Get user profile on Coder (Remote Dev)
Get user profile
Get workspace on Coder (Remote Dev)
Get workspace metadata
Get workspace acl on Coder (Remote Dev)
Get workspace ACLs
Get workspace build on Coder (Remote Dev)
Get details of a specific build
Get workspace build logs on Coder (Remote Dev)
Get logs for a specific build
Get workspace build params on Coder (Remote Dev)
List parameters used for the build
List ai clients on Coder (Remote Dev)
List connected AI Bridge clients
List ai interceptions on Coder (Remote Dev)
List AI interceptions
List ai models on Coder (Remote Dev)
List available AI models
List ai sessions on Coder (Remote Dev)
List active AI Bridge sessions
List chats on Coder (Remote Dev)
List user chat sessions
List external auth on Coder (Remote Dev)
List linked external accounts (e.g., GitHub)
List groups on Coder (Remote Dev)
List groups
List licenses on Coder (Remote Dev)
List enterprise licenses
List org members on Coder (Remote Dev)
List members of an organization
List org provisioner daemons on Coder (Remote Dev)
List active provisioner daemons
List org provisioner jobs on Coder (Remote Dev)
List jobs for the organization provisioners
List org roles on Coder (Remote Dev)
List assignable roles in an organization
List organizations on Coder (Remote Dev)
List organizations
List tasks on Coder (Remote Dev)
Manage long-running AI tasks
List template examples on Coder (Remote Dev)
List starter template examples
List template versions on Coder (Remote Dev)
List versions for a template
List templates on Coder (Remote Dev)
List all templates
List user secrets on Coder (Remote Dev)
List user secrets
List user tokens on Coder (Remote Dev)
List user tokens
List users on Coder (Remote Dev)
List users
List workspace port shares on Coder (Remote Dev)
List port shares for a workspace
List workspaces on Coder (Remote Dev)
g., owner:me). List workspaces
Login user on Coder (Remote Dev)
Authenticate a user with email and password
Register agent log source on Coder (Remote Dev)
Register a new log source
Send agent logs on Coder (Remote Dev)
Send logs to the server
Update agent app status on Coder (Remote Dev)
Update status of an application running on the agent
Update appearance on Coder (Remote Dev)
Update dashboard branding and banners
Update organization on Coder (Remote Dev)
Update an organization
Update prebuild settings on Coder (Remote Dev)
Update prebuild settings
Update user profile on Coder (Remote Dev)
Update user profile
Update workspace acl on Coder (Remote Dev)
Update workspace ACLs
Update workspace autostart on Coder (Remote Dev)
Update workspace autostart schedule
Update workspace autoupdates on Coder (Remote Dev)
Update workspace autoupdates schedule
Upload file on Coder (Remote Dev)
Upload a file (tar or zip)
Connect Coder (Remote Dev) to LangChain via MCP
Follow these steps to wire Coder (Remote Dev) into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Coder (Remote Dev) MCP Server
LangChain provides unique advantages when paired with Coder (Remote Dev) through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Coder (Remote Dev) MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across Coder (Remote Dev) queries for multi-turn workflows
Coder (Remote Dev) + LangChain Use Cases
Practical scenarios where LangChain combined with the Coder (Remote Dev) MCP Server delivers measurable value.
RAG with live data: combine Coder (Remote Dev) tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Coder (Remote Dev), synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Coder (Remote Dev) tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Coder (Remote Dev) tool call, measure latency, and optimize your agent's performance
Example Prompts for Coder (Remote Dev) in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Coder (Remote Dev) immediately.
"Show me the current Coder deployment statistics and build info."
"List all active AI Bridge sessions and their available models."
"Get the SSH configuration for my Coder instance."
Troubleshooting Coder (Remote Dev) MCP Server with LangChain
Common issues when connecting Coder (Remote Dev) to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersCoder (Remote Dev) + LangChain FAQ
Common questions about integrating Coder (Remote Dev) MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
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