Bring Call Transcription
to LangChain
Learn how to connect MiiTel to LangChain and start using 6 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the MiiTel MCP Server?
Connect your MiiTel account to any AI agent and manage AI-powered speech analysis and call data through natural conversation.
What you can do
- Call Transcripts — Access full text transcriptions of sales and support calls
- Speech Analytics — Analyze talk ratio, speech rate, overlaps, and silence
- Recordings — Retrieve call recording metadata and audio links
- Agent Performance — Monitor call volume, duration, and conversion rates
- Emotion Analysis — Track sentiment and energy levels during conversations
How it works
1. Subscribe to this server
2. Enter your MiiTel Access Token
3. Start analyzing voice calls from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Sales Managers — review discovery calls and coach reps automatically
- Customer Success — monitor sentiment and identify churn risks
- Quality Assurance — ensure compliance on phone calls
Built-in capabilities (6)
Get details for a specific call
Get details for a specific meeting
List MiiTel call history
List MiiTel account users
List online meeting history
List CRM contacts
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with MiiTel through native MCP adapters. Connect 6 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.
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The largest ecosystem of integrations, chains, and agents. combine MiiTel MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across MiiTel queries for multi-turn workflows
MiiTel in LangChain
MiiTel and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect MiiTel to LangChain through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for MiiTel in LangChain
The MiiTel 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. All 6 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in LangChain only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.

* 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
How Vinkius secures
MiiTel for LangChain
Every tool call from LangChain to the MiiTel MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I access full call transcripts?
Yes. Retrieve full text transcripts of calls, organized by speaker turns and timestamps.
How does MiiTel authentication work?
MiiTel uses an Access Token (Bearer auth) against revcomm.miitel.jp/api/v2.
Does it analyze speech patterns?
Yes. The API provides metrics like Talk/Listen ratio, interruptions, silences, and speaking speed (WPM).
How does LangChain connect to MCP servers?
Use 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?
All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
