Chaindesk

Chaindesk MCP Connector for Claude

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Build no-code AI agents trained on your own data that handle customer support, lead qualification, and FAQ resolution.

11 tools Official Updated Jun 28, 2026 Official Vinkius Partner

Connect your Chaindesk.ai account to any AI agent and take full control of your custom LLM orchestration and automated knowledge retrieval workflows through natural conversation.

What you can do

  • Agent Orchestration — Create and manage multiple high-fidelity AI agent instances programmatically, including configuring system prompts and model selection
  • Knowledge Graph Ingestion — Programmatically upsert data sources (website URLs, text, documents) into connected datastores to maintain a real-time knowledge base
  • Deep Semantic Querying — Interact with your custom agents to retrieve context-aware AI responses based on your proprietary data and high-fidelity grounding
  • Conversation Intelligence — Access complete session histories and message threads to provide perfectly coordinated context for support and research tasks
  • Datastore Monitoring — Access and monitor your directory of knowledge collections (datastores) and their status directly through your agent for instant reporting

How it works

  1. Subscribe to this server
  2. Retrieve your API Key from your Chaindesk dashboard (Settings > API Keys)
  3. Start building and querying your custom AI assistants from Claude, Cursor, or any MCP client

No more manual copy-pasting of text for bot training. Your AI acts as your dedicated agent engineer and knowledge architect.

Who is this for?

  • Developers & Ops — integrate custom-trained AI models into internal tools and automate document ingestion using natural language commands
  • Support Teams — monitor agent responses and update knowledge bases in real-time without leaving your workspace
  • Product Leads — coordinate the deployment of specialized AI assistants for different business units through simple AI queries
llm-trainingcustom-chatbotsknowledge-retrievalno-code-airag-pipeline

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

list_agents

List all AI agents

list_conversations

Can be filtered by agentId. List chat conversations

list_datastores

List all datastores

get_datastore

Get details of a datastore

query_agent

Send a message to an agent

update_agent

Update an existing agent

create_agent

Provide name, datastoreId, and system prompt. Create a new AI agent

delete_agent

Delete an agent

get_agent

Get details of a specific agent

get_messages

Get messages from a conversation

upsert_datasource

Add or update a data source

See how to talk to your AI agent using Chaindesk.

List all my available AI agents in Chaindesk.

I've retrieved your AI agents. You currently have 3 active bots: 'Support Bot' (ID: agent_1), 'Legal Analyst', and 'Product Research'. Which one would you like to query or update?

Ask my 'Support Bot' (ID: 'agent_1'): 'How do I reset my password?'.

Querying agent... Support Bot response: 'To reset your password, go to the login page and click Forgot Password. You will receive an email with instructions.' I've documented the session ID for context.

Add 'https://vinkius.com/faq' to datastore 'ds_123'.

Knowledge ingestion triggered! I've added the FAQ URL to datastore ds_123. Chaindesk is now processing the content to update your agents' knowledge base. Need any other sources added?

Log in to your Chaindesk.ai account, navigate to **Settings** > **API Keys**, and generate a new key for your integration.

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