Bring Live Chat
to LlamaIndex
Create your Vinkius account to connect Freshchat to LlamaIndex and start using all 12 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Freshchat MCP Server?
Connect your Freshchat account to any AI agent to automate your customer messaging and conversation management through the Model Context Protocol (MCP). Freshchat is a modern messaging software built for sales and support teams to engage with customers across web, mobile, and social channels. This MCP server enables you to track active chats, send real-time messages, and retrieve detailed user profiles directly through natural conversation.
Key Features
- Conversation Oversight — List all active chats, fetch detailed conversation metadata, and monitor chat statuses (open, resolved) instantly.
- Real-time Messaging — Post new messages to existing conversations to keep your support workflows moving fast.
- User & Customer Data — Access detailed profile information for chat participants and search for users by email address.
- Support Team Insights — List all support agents and team members to maintain full context of who is online and available.
- Channel & Group Management — Access configured messaging channels and agent groups to understand your routing logic.
- Message History — Retrieve the full message history for any specific conversation ID for audit and reporting.
- Multi-Region Support — Seamlessly connect to your specific Freshchat data center (US, EU, IN, AU).
How it works
- Subscribe to this server through the Vinkius Marketplace
- Enter your Freshchat Region Domain and API Token (found in Settings > API Tokens)
- Start managing your customer messaging from Claude, Cursor, or any MCP client
Who is this for?
- Support Leads — quickly check for open conversations or list agent availability without leaving your primary workspace.
- Customer Success Managers — get a real-time overview of customer interactions and user profiles via simple AI commands.
- Sales Engineers — automate the sending of follow-up messages or verify chat history for lead qualification.
Built-in capabilities (12)
Verify account configuration
Get agent metadata
Get user metadata
Get chat metadata
List agent groups
List chat channels
List messages in a chat
List chat participants
List active chats
List support agents
Find user by email
Post a new message
Why LlamaIndex?
LlamaIndex agents combine Freshchat tool responses with indexed documents for comprehensive, grounded answers. Connect 12 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.
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Data-first architecture: LlamaIndex agents combine Freshchat tool responses with indexed documents for comprehensive, grounded answers
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Query pipeline framework lets you chain Freshchat tool calls with transformations, filters, and re-rankers in a typed pipeline
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Multi-source reasoning: agents can query Freshchat, a vector store, and a SQL database in a single turn and synthesize results
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Observability integrations show exactly what Freshchat tools were called, what data was returned, and how it influenced the final answer
Freshchat in LlamaIndex
Why run Freshchat with Vinkius?
The Freshchat connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 12 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Freshchat using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Freshchat and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Freshchat to LlamaIndex through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Freshchat for LlamaIndex
Every request between LlamaIndex and Freshchat is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I get an API Token for Freshchat?
Log in to Freshchat, navigate to Settings > API Tokens, and click on 'Generate Token' to retrieve your Bearer Token.
What is my 'Region Domain'?
Your domain depends on where your account is hosted (e.g. 'api.freshchat.com' for US, 'api.eu.freshchat.com' for Europe).
Can I send files or images through the agent?
Currently, the 'send_chat_message' tool focuses on sending text content. Supporting rich media typically requires separate upload operations.
Is it possible to see the chat history of a customer?
Yes! Use the 'list_chat_messages' tool and provide the Conversation ID. The agent will retrieve the historical message history for that thread.
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.
Can I combine MCP tools with vector stores?
Yes. LlamaIndex agents can query Freshchat tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
Does LlamaIndex support async MCP calls?
Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.
BasicMCPClient not found
Install: pip install llama-index-tools-mcp
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