Bring Agile Management
to LangChain
Learn how to connect Leiga to LangChain and start using 8 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the Leiga MCP Server?
Connect your Leiga account to any AI agent and manage projects through natural conversation.
What you can do
- Project Management — List projects, inspect details, and track progress
- Task Tracking — Create, update, move, and assign tasks
- Sprint Management — Browse sprints with capacity and velocity data
- Team Workload — Monitor team member assignments and availability
How it works
1. Subscribe to this server
2. Enter your Leiga API Key
3. Start managing projects from Claude, Cursor, or any MCP-compatible client
Who is this for?
- PMs — manage projects and sprint planning
- Developers — track tasks and update status
- Team Leads — monitor workload and progress
Built-in capabilities (8)
Create a new task
Get details for a specific project
Get details for a specific task
List configured teams
List Leiga projects
Optionally filter by project ID. List tasks
List team users
List automated workflows
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Leiga through native MCP adapters. Connect 8 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 Leiga 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 Leiga queries for multi-turn workflows
Leiga in LangChain
Leiga and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Leiga 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 Leiga in LangChain
The Leiga 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 8 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
Leiga for LangChain
Every tool call from LangChain to the Leiga MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I manage tasks and sprints?
Yes. Create, update, and assign tasks. Browse sprints with capacity data, velocity metrics, and completion tracking.
Can I monitor team workload?
Yes. Track assignments per team member, availability, and workload distribution across projects.
What API does Leiga use?
Bearer authentication against api.leiga.com/v1.
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
