Axiom MCP Server for WindsurfGive Windsurf instant access to 31 tools to Create Annotation, Create Dashboard, Create Dataset, and more
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Axiom through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
Ask AI about this MCP Server for Windsurf
The Axiom MCP Server for Windsurf is a standout in the Data Analytics category — giving your AI agent 31 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
{
"mcpServers": {
"axiom": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
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}Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Axiom and 4,000+ MCP Servers from a single visual interface.





* 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
About Axiom MCP Server
Connect your Axiom account to any AI agent to streamline your observability and log management workflows through natural conversation.
Windsurf's Cascade agent chains multiple Axiom tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 31 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Data Ingestion & Querying — Ingest JSON, NDJSON, or CSV data and run complex Axiom Processing Language (APL) queries to analyze logs in real-time.
- Dataset Management — List, create, and update datasets to organize your telemetry and infrastructure data efficiently.
- Monitoring & Alerts — Manage monitors and notifiers to stay informed about system performance, errors, and anomalies.
- Dashboards & Annotations — Access dashboards and create annotations to visualize trends and mark significant system events.
- Organization Insights — Retrieve user information, API tokens, and organization details to maintain secure and authorized access.
The Axiom MCP Server exposes 31 tools through the Vinkius. Connect it to Windsurf in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 31 Axiom tools available for Windsurf
When Windsurf connects to Axiom through Vinkius, your AI agent gets direct access to every tool listed below — spanning telemetry, log-analysis, real-time-monitoring, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Create annotation on Axiom
Create a new annotation
Create dashboard on Axiom
Create a new dashboard
Create dataset on Axiom
Create a new dataset
Create monitor on Axiom
Create a new monitor
Create notifier on Axiom
Create a new notifier
Delete annotation on Axiom
Delete an annotation
Delete dashboard on Axiom
Delete a dashboard
Delete dataset on Axiom
Delete a dataset
Delete monitor on Axiom
Delete a monitor
Delete notifier on Axiom
Delete a notifier
Get annotation on Axiom
Retrieve a specific annotation by ID
Get dashboard on Axiom
Retrieve a specific dashboard by UID
Get dataset on Axiom
Retrieve a specific dataset by ID
Get monitor on Axiom
Retrieve a specific monitor by ID
Get notifier on Axiom
Retrieve a specific notifier by ID
Get org on Axiom
Retrieve an organization by ID
Get user on Axiom
Retrieve a specific user by ID
Ingest data on Axiom
Ingest data into an Axiom dataset
List annotations on Axiom
List all annotations
List dashboards on Axiom
List all dashboards
List datasets on Axiom
List all datasets
List monitors on Axiom
List all monitors
List notifiers on Axiom
List all notifiers
List tokens on Axiom
List all API tokens
List users on Axiom
List all users
Run query on Axiom
Run an APL query against Axiom data
Update annotation on Axiom
Update an existing annotation
Update dashboard on Axiom
Update an existing dashboard
Update dataset on Axiom
Update an existing dataset
Update monitor on Axiom
Update an existing monitor
Update notifier on Axiom
Update an existing notifier
Connect Axiom to Windsurf via MCP
Follow these steps to wire Axiom into Windsurf. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Open MCP Settings
Cmd+Shift+P and search "MCP"Add the server
mcp_config.jsonSave and reload
Start using Axiom
Why Use Windsurf with the Axiom MCP Server
Windsurf provides unique advantages when paired with Axiom through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 31 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Axiom + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Axiom MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Axiom and generate models, types, or handlers based on real API responses
Live debugging: query Axiom tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Axiom and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Axiom data with Cascade's code generation to scaffold entire features in minutes
Example Prompts for Axiom in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Axiom immediately.
"List all my available Axiom datasets."
"Run an APL query to count errors in 'production-logs' from the last 24 hours."
"Create a new monitor named 'High Latency' that checks for response times over 500ms."
Troubleshooting Axiom MCP Server with Windsurf
Common issues when connecting Axiom to Windsurf through Vinkius, and how to resolve them.
Server not connecting
Axiom + Windsurf FAQ
Common questions about integrating Axiom MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Explore More MCP Servers
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