LibreChat

LibreChat MCP Connector for Claude

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Orchestrate your LibreChat instance — manage agents, list available models, and generate AI completions via the Agents and Open Responses APIs.

4 tools Official Updated Jun 28, 2026 Official Vinkius Partner

Connect your LibreChat instance to any AI agent and gain programmatic control over your self-hosted AI ecosystem. This server allows you to bridge your custom agents and models with any MCP-compatible client.

What you can do

  • Agent Orchestration — List all available agents and models configured in your LibreChat environment.
  • Unified Completions — Create chat completions using the Agents API, providing an OpenAI-compatible interface for your custom setups.
  • Open Responses — Utilize the Open Responses API specification to generate structured AI outputs.
  • Session Management — Authenticate directly via email and password to retrieve access tokens when a static API key is not preferred.

How it works

  1. Subscribe to this server
  2. Provide your LibreChat Base URL and API Key (or use the login tool)
  3. Start interacting with your private LLM agents through Claude, Cursor, or other MCP tools.

Who is this for?

  • AI Engineers — integrate self-hosted LibreChat agents into automated workflows and IDEs.
  • DevOps Teams — monitor and query available model configurations across different environments.
  • Power Users — centralize access to multiple private LLMs through a single, secure interface.
llm-orchestrationchat-interfaceself-hostedmodel-managementai-agentsunified-api

4 tools expose this connector's capabilities to your AI agent.

chat_completions

Model corresponds to an Agent ID. Create a chat completion using the Agents API

list_models

List available LibreChat models/agents

login

Login to LibreChat to get access and refresh tokens

open_responses

Create a response using the Open Responses API

See how to talk to your AI agent using LibreChat.

List all available agents in my LibreChat instance.

I've retrieved the available agents. You have access to: 'Research-Assistant' (ID: agent_123), 'Code-Interpreter' (ID: agent_456), and 'General-Chat' (ID: agent_789).

Login to LibreChat using my credentials.

Authentication successful. I have obtained the access and refresh tokens for your session. You can now proceed with querying models or creating completions.

Ask agent_123 to summarize the latest trends in AI.

Sending request to agent_123... The agent responded: 'The current trends in AI include the rise of multi-modal models, autonomous agentic workflows, and increased focus on efficient small language models (SLMs)...'

You can use the `list_models` tool. It will query your configured LibreChat instance and return a list of all accessible agents and models associated with your credentials.

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