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Coder (Remote Dev) MCP Server for LlamaIndexGive LlamaIndex instant access to 84 tools to Add License, Auth Workspace Agent, Cancel Workspace Build, and more

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Coder (Remote Dev) as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

Ask AI about this MCP Server for LlamaIndex

The Coder (Remote Dev) MCP Server for LlamaIndex is a standout in the Loved By Devs category — giving your AI agent 84 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
    mcp_tool_spec = McpToolSpec(client=mcp_client)
    tools = await mcp_tool_spec.to_tool_list_async()

    agent = FunctionAgent(
        tools=tools,
        llm=OpenAI(model="gpt-4o"),
        system_prompt=(
            "You are an assistant with access to Coder (Remote Dev). "
            "You have 84 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Coder (Remote Dev)?"
    )
    print(response)

asyncio.run(main())
Coder (Remote Dev)
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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.

LlamaIndex agents combine Coder (Remote Dev) tool responses with indexed documents for comprehensive, grounded answers. Connect 84 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

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 LlamaIndex 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 LlamaIndex

When LlamaIndex 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

Add license on Coder (Remote Dev)

Add an enterprise license

auth

Auth workspace agent on Coder (Remote Dev)

Authenticate agent using cloud provider identity

cancel

Cancel workspace build on Coder (Remote Dev)

Cancel a pending or running build

check

Check auth on Coder (Remote Dev)

Check if user has permission to perform actions

create

Create chat on Coder (Remote Dev)

Start a new AI chat session

create

Create chat message on Coder (Remote Dev)

Send a message to a chat session

create

Create group on Coder (Remote Dev)

Create a group in an organization

create

Create organization on Coder (Remote Dev)

Create an organization

create

Create user on Coder (Remote Dev)

Create a user

create

Create user secret on Coder (Remote Dev)

Create a user secret

create

Create user task on Coder (Remote Dev)

Create a long-running AI task for a user

create

Create user token on Coder (Remote Dev)

Create a user token

create

Create workspace on Coder (Remote Dev)

Create a workspace

create

Create workspace port share on Coder (Remote Dev)

Create a port share for a workspace

delete

Delete license on Coder (Remote Dev)

Delete an enterprise license

delete

Delete user on Coder (Remote Dev)

Delete a user

download

Download file on Coder (Remote Dev)

Download a file by ID

get

Get agent connection on Coder (Remote Dev)

Get DERP and connection details for an agent

get

Get agent containers on Coder (Remote Dev)

List running containers and devcontainers

get

Get agent debug logs on Coder (Remote Dev)

Get the last 10MiB of agent logs (local agent API)

get

Get agent debug magicsock on Coder (Remote Dev)

Get Tailscale magicsock debug info (local agent API)

get

Get agent debug manifest on Coder (Remote Dev)

Get the startup manifest from the server (local agent API)

get

Get agent external auth on Coder (Remote Dev)

Get external authentication tokens for the agent

get

Get agent logs on Coder (Remote Dev)

Stream logs from a specific agent

get

Get ai session threads on Coder (Remote Dev)

Get threads for an AI session

get

Get api root on Coder (Remote Dev)

Get basic API information

get

Get app auth redirect on Coder (Remote Dev)

Redirect to a URI with an encrypted API key

get

Get app host on Coder (Remote Dev)

Get the base host for applications

get

Get appearance on Coder (Remote Dev)

Get dashboard branding and banners

get

Get audit logs on Coder (Remote Dev)

Get a paginated list of audit logs

get

Get build info on Coder (Remote Dev)

Get Coder build info

get

Get chat messages on Coder (Remote Dev)

Get messages for a chat session

get

Get deployment config on Coder (Remote Dev)

Get deployment configuration

get

Get deployment stats on Coder (Remote Dev)

Get deployment statistics

get

Get external auth device on Coder (Remote Dev)

Initiate device-based OAuth

get

Get insights daus on Coder (Remote Dev)

Get Daily Active User stats

get

Get insights templates on Coder (Remote Dev)

Get usage data for templates

get

Get insights user activity on Coder (Remote Dev)

Get activity duration per user

get

Get notifications inbox on Coder (Remote Dev)

List user notifications

get

Get notifications settings on Coder (Remote Dev)

Get global notification settings

get

Get notifications templates on Coder (Remote Dev)

List available notification templates

get

Get prebuild settings on Coder (Remote Dev)

Get prebuild settings

get

Get ssh config on Coder (Remote Dev)

Get SSH configuration

get

Get update check on Coder (Remote Dev)

Check for Coder updates

get

Get user profile on Coder (Remote Dev)

Get user profile

get

Get workspace on Coder (Remote Dev)

Get workspace metadata

get

Get workspace acl on Coder (Remote Dev)

Get workspace ACLs

get

Get workspace build on Coder (Remote Dev)

Get details of a specific build

get

Get workspace build logs on Coder (Remote Dev)

Get logs for a specific build

get

Get workspace build params on Coder (Remote Dev)

List parameters used for the build

list

List ai clients on Coder (Remote Dev)

List connected AI Bridge clients

list

List ai interceptions on Coder (Remote Dev)

List AI interceptions

list

List ai models on Coder (Remote Dev)

List available AI models

list

List ai sessions on Coder (Remote Dev)

List active AI Bridge sessions

list

List chats on Coder (Remote Dev)

List user chat sessions

list

List external auth on Coder (Remote Dev)

List linked external accounts (e.g., GitHub)

list

List groups on Coder (Remote Dev)

List groups

list

List licenses on Coder (Remote Dev)

List enterprise licenses

list

List org members on Coder (Remote Dev)

List members of an organization

list

List org provisioner daemons on Coder (Remote Dev)

List active provisioner daemons

list

List org provisioner jobs on Coder (Remote Dev)

List jobs for the organization provisioners

list

List org roles on Coder (Remote Dev)

List assignable roles in an organization

list

List organizations on Coder (Remote Dev)

List organizations

list

List tasks on Coder (Remote Dev)

Manage long-running AI tasks

list

List template examples on Coder (Remote Dev)

List starter template examples

list

List template versions on Coder (Remote Dev)

List versions for a template

list

List templates on Coder (Remote Dev)

List all templates

list

List user secrets on Coder (Remote Dev)

List user secrets

list

List user tokens on Coder (Remote Dev)

List user tokens

list

List users on Coder (Remote Dev)

List users

list

List workspace port shares on Coder (Remote Dev)

List port shares for a workspace

list

List workspaces on Coder (Remote Dev)

g., owner:me). List workspaces

login

Login user on Coder (Remote Dev)

Authenticate a user with email and password

register

Register agent log source on Coder (Remote Dev)

Register a new log source

send

Send agent logs on Coder (Remote Dev)

Send logs to the server

update

Update agent app status on Coder (Remote Dev)

Update status of an application running on the agent

update

Update appearance on Coder (Remote Dev)

Update dashboard branding and banners

update

Update organization on Coder (Remote Dev)

Update an organization

update

Update prebuild settings on Coder (Remote Dev)

Update prebuild settings

update

Update user profile on Coder (Remote Dev)

Update user profile

update

Update workspace acl on Coder (Remote Dev)

Update workspace ACLs

update

Update workspace autostart on Coder (Remote Dev)

Update workspace autostart schedule

update

Update workspace autoupdates on Coder (Remote Dev)

Update workspace autoupdates schedule

upload

Upload file on Coder (Remote Dev)

Upload a file (tar or zip)

Connect Coder (Remote Dev) to LlamaIndex via MCP

Follow these steps to wire Coder (Remote Dev) into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save to agent.py and run: python agent.py
04

Explore tools

The agent discovers 84 tools from Coder (Remote Dev)

Why Use LlamaIndex with the Coder (Remote Dev) MCP Server

LlamaIndex provides unique advantages when paired with Coder (Remote Dev) through the Model Context Protocol.

01

Data-first architecture: LlamaIndex agents combine Coder (Remote Dev) tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain Coder (Remote Dev) tool calls with transformations, filters, and re-rankers in a typed pipeline

03

Multi-source reasoning: agents can query Coder (Remote Dev), a vector store, and a SQL database in a single turn and synthesize results

04

Observability integrations show exactly what Coder (Remote Dev) tools were called, what data was returned, and how it influenced the final answer

Coder (Remote Dev) + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Coder (Remote Dev) MCP Server delivers measurable value.

01

Hybrid search: combine Coder (Remote Dev) real-time data with embedded document indexes for answers that are both current and comprehensive

02

Data enrichment: query Coder (Remote Dev) to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Coder (Remote Dev) for fresh data

04

Analytical workflows: chain Coder (Remote Dev) queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for Coder (Remote Dev) in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Coder (Remote Dev) immediately.

01

"Show me the current Coder deployment statistics and build info."

02

"List all active AI Bridge sessions and their available models."

03

"Get the SSH configuration for my Coder instance."

Troubleshooting Coder (Remote Dev) MCP Server with LlamaIndex

Common issues when connecting Coder (Remote Dev) to LlamaIndex through Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Coder (Remote Dev) + LlamaIndex FAQ

Common questions about integrating Coder (Remote Dev) MCP Server with LlamaIndex.

01

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Coder (Remote Dev) tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

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