Memory and knowledge · MCP server
Superlog: MCP server, setup and security
Superlog is an open-source MCP server published on GitHub that lets an AI agent observe and fix applications by querying logs, traces, metrics and incidents. Its repository has 1,470 stars and its last commit is from October 23, 2026 and it is licensed under Apache-2.0.
What Superlog does
According to its repository: “Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.”
The Model Context Protocol (MCP) is a standard plug between an AI agent and an outside service: once the server is connected, its tools show up in the agent, which decides when to call them. Superlog is listed under Memory and knowledge, a category of 250 servers in the directory, where it ranks #11 by stars.
Topics declared by the repository: observability, opentelemetry, memory, skills, react, typescript.
Installing and connecting Superlog
Distribution modes declared in the official MCP registry:
- remote server (streamable-http): you connect to it by URL, with nothing to install locally
It works with any MCP-compatible client (Claude Desktop, Claude Code, Cursor, VS Code, Codex and most recent agents). You add one entry to the client's MCP configuration: server name, start command or URL, environment variables. Project language: TypeScript.
Security: what to check
Connecting an MCP server means installing software that talks straight to your agent: it runs with your rights and the model trusts its tool descriptions. The risk therefore depends on what it can touch and how far its code can be trusted.
None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to Superlog. That does not replace reading the code.
Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.
Project activity and maintenance
Created on June 2, 2026, the superloglabs/superlog repository has 1,470 stars and 117 forks, with 16 open issues. It has more stars than 94% of the servers in the directory. It received changes this month. Version published in the registry: 1.0.0 (July 21, 2026).
Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.
Verdict
Superlog is one of the most solid servers in its category: followed, maintained and well framed.
Strengths
- Active project: recent commit
- Widely followed: 1.5K stars
- Listed in the official MCP registry
- Usable remotely, without installation
- Permissive licence (Apache-2.0)
Alternatives
- Context763.6K ★
- Basic memory4.3K ★
- Hindsight53.4K ★
- Cognee32.7K ★
- Skill Seekers15.2K ★
- Honcho7.8K ★
Learn more
Frequently asked questions
How do I install Superlog?
Superlog is distributed as a remote server. Add it to your client's MCP configuration (Claude Desktop, Cursor, VS Code…) following the README of superloglabs/superlog.
Is Superlog free?
The code is published under the Apache-2.0 licence and can be used free of charge.
Is Superlog safe?
No risk signal found (system access, secrets, licence, abandonment). As with any MCP server, keep rights minimal and read the code before sensitive use.
Is it an official server?
It is published in the MCP registry under the verified namespace sh.superlog, which shows the publisher controls that domain.
What are the alternatives to Superlog?
In the same category: Context7, Basic memory, Hindsight, and Cognee.
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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score