https://github.com/agentops-ai/agentops-mcp
agentops mcp
https://github.com/agentops-ai/agentops-mcp
Last synced: 3 months ago
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agentops mcp
- Host: GitHub
- URL: https://github.com/agentops-ai/agentops-mcp
- Owner: AgentOps-AI
- Created: 2025-06-17T00:33:57.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-06-23T18:35:18.000Z (4 months ago)
- Last Synced: 2025-06-23T19:38:03.716Z (4 months ago)
- Language: Python
- Size: 30.3 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# AgentOps MCP Server
[](https://smithery.ai/server/@AgentOps-AI/agentops-mcp)
The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.
## Usage
### MCP Client Configuration
Add the following to your MCP configuration file:
```json
{
"mcpServers": {
"agentops-mcp": {
"command": "npx",
"args": ["agentops-mcp"],
"env": {
"AGENTOPS_API_KEY": ""
}
}
}
}
```
## Installation
### Installing via Smithery
To install agentops-mcp for Claude Desktop automatically via [Smithery](https://smithery.ai/server/@AgentOps-AI/agentops-mcp):
```bash
npx -y @smithery/cli install @AgentOps-AI/agentops-mcp --client claude
```
### Local Development
To build the MCP server locally:
```bash
# Clone and setup
git clone https://github.com/AgentOps-AI/agentops-mcp.git
cd mcp
npm install
# Build the project
npm run build
# Run the server
npm pack
```
## Available Tools
### `auth`
Authorize using an AgentOps project API key and return JWT token.
**Parameters:**
- `api_key` (string): Your AgentOps project API key
**Returns:**
- Authorization headers object or error message
### `get_project`
Get project information and configuration.
### `get_trace`
Retrieve trace information by ID.
**Parameters:**
- `trace_id` (string): The trace ID to retrieve
### `get_span`
Get span information by ID.
**Parameters:**
- `span_id` (string): The span ID to retrieve
### `get_trace_metrics`
Get performance metrics for a specific trace.
**Parameters:**
- `trace_id` (string): The trace ID
### `get_span_metrics`
Get performance metrics for a specific span.
**Parameters:**
- `span_id` (string): The span ID
### `get_complete_trace`
Get comprehensive trace information including all spans and their metrics.
**Parameters:**
- `trace_id` (string): The trace ID
## Requirements
- Node.js >= 18.0.0
- AgentOps API key (passed as parameter to tools)