Digma
officielA code observability MCP enabling dynamic code analysis based on OTEL/APM data to assist in code reviews, issues identification and fix, highlighting risky code etc.
Digma Code Observability MCP Server
A Model Context Protocol (MCP) server implementation for enabling agents to access observability insights using Digma for code observability and dynamic code analysis
Key Features 🚀
- 🗣️ Observability-assisted code reviews: Check the PR branch for any issues discovered by pre-prod observability.
- 🔎 Find code inefficiencies with dynamic code analysis: Identify issues in the code/queries that are slowing the app down
- 🔭 Utilize code runtime usage data from distributed tracing: Check for breaking changes or generated relevant tests
Example prompts 💬
help me review the code changes in this branch by looking at related runtime issuesI want to improve the performance of this app. What are the three most severe issues I can fix?I'm making changes to this function, based on runtime data. What other services and code would be affected?Are there any new issues in this code based on the Staging environment?Which database queries have the most impact on the application performance?
See it in action 📺
Get early access 👀
Digma pre-processes your observability data to identify issues, track code performance and runtime data - for dynamic code analysis. Visit our MCP page to sign up for early access to our MCP server.
Installation ⚙️
Configure your MCP Client (Claude, Cursor, etc.) to include the Digma MCP.
The Digma deployment includes the MCP SSE server. You can configure it using its URL in your client, or use an MCP tool such as SuperGateway to run it as a command tool.
The MCP URL path is composed of the Digma API Key as follows:
https://<DIGMA_API_URL>/mcp/<DIGMA_API_TOKEN>>/sse
Example MCP XML
If your client supports SSE servers, you can use the following syntax:
{
"mcpServers": {
"digma": {
"url": "https://<DIGMA_API_URL>/mcp/DIGMA_API_TOKEN>/sse",
}
// ... other servers might be here ...
}
}
To use the MCP server as a command tool, use the SuperGateway tool to bridge to the URL as seen below:
{
"digma": {
"command": "npx",
"args": [
"-y",
"supergateway",
"--sse",
"https://<DIGMA_API_URL>/mcp/DIGMA_API_TOKEN>/sse"
]
}
}
Using rules 👨💼
The agent is autonomous and selects when to use the data provided by Digma as needed, however, some clients allow setting rules and policies to set a more structured process.
Here is an example rules file which you can add to your cursor .cursor/rules directory
# Digma Memory File - Code Review Instructions
## Runtime Analysis Settings
- Environment: TEST
## Code Review Protocol
1. For any code or branch review request:
- Get the list of changed files and methods in the current branch using `git diff`
- Check for ALL runtime issues in TEST environment (not just for the method in context)
- Check if any runtime issue may be related to the changed code
- Check the runtime usage of the changed methods (based on the `git diff`)
- Check if any of the changed methods (based on the `git diff`) have a high risk based on their performance impact
- Synthesize the data with standard code review analysis
## Note
This file is used by the AI assistant to maintain consistent review protocols across sessions.
License 📜
MIT License. See LICENSE file.
Serveurs connexes
Alpha Vantage MCP Server
sponsorAccess financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more
MCP Server Example
An example MCP server for educational purposes, demonstrating how to build a functional server that integrates with LLM clients.
MCP Server Boilerplate
A TypeScript boilerplate for building MCP servers with streamable HTTP and OAuth proxy support.
APIWeaver
Dynamically creates MCP servers from web API configurations, integrating any REST API, GraphQL endpoint, or web service into MCP-compatible tools.
Next.js DevTools MCP
next-devtools-mcp is a MCP server that provides Next.js development tools and utilities for AI coding assistants like Claude and Cursor.
rftools
203 RF & electronics calculators + 13 server-side simulation tools for AI agents.
Prometheus MCP
Expose Prometheus monitoring tools to an LLM for querying and analysis.
Bernstein
Multi-agent orchestration MCP server. Start parallel agent runs, manage task queues, track costs, and verify quality gates across 20+ CLI coding agents.
MCP Analytics with GitHub OAuth
A remote MCP server with GitHub OAuth authentication and built-in analytics tracking.
Monad MCP Server
Interact with the Monad testnet, query blockchain data, and engage with the CoinflipGame smart contract.
MCP Music Analysis
Analyze audio from local files, YouTube, or direct links using librosa.
