sacl
sacl is an MCP server, listed under databases. It reaches neo4j and openai. It needs NEO4J_PASSWORD and OPENAI_API_KEY to authenticate. Its repository has 0 GitHub stars; we last read it on 2026-10-24.
SACL is a bias-aware code retrieval framework that integrates with MCP servers to assist AI assistants.
Install
MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. sacl’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.
What it reaches, and what it needs
Maintenance
SACL (Semantic-Augmented Code Localization) - A bias-aware code retrieval framework with MCP server integration for AI assistants
sacl compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| sacl (this page) | neo4j, openai | NEO4J_PASSWORD, OPENAI_API_KEY | 0 | 2025-06-29 | — |
| CodeGraphContext | neo4j(1 shared) | NEO4J_PASSWORD | 4,360 | 2026-10-22 | MIT |
| atlas-mcp-server | neo4j(1 shared) | MCP_AUTH_SECRET_KEY, NEO4J_PASSWORD | 478 | 2025-07-22 | Apache-2.0 |
| mcp | neo4j(1 shared) | NEO4J_MCP_PASSWORD | 300 | 2026-10-22 | NOASSERTION |
| mcp-neo4j-memory-server | neo4j(1 shared) | NEO4J_PASSWORD | 23 | 2025-03-15 | MIT |
| claude-code-memory | neo4j(1 shared) | NEO4J_PASSWORD | 11 | 2025-06-28 | — |
Ranked by services in common with sacl, then by stars. Figures are from each repository when we last read it.
Common questions about sacl
- What does sacl do?
- SACL is a bias-aware code retrieval framework that integrates with MCP servers to assist AI assistants.
- How do I install sacl?
- Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/ulasbilgen/sacl
- What does sacl connect to, and what does it need?
- It reaches neo4j and openai. The credentials we found in its source are NEO4J_PASSWORD and OPENAI_API_KEY.
- Is sacl official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 0 GitHub stars and its state in our directory is stale. Its last commit we recorded was on 2025-06-29.
- What licence does sacl use?
- The repository metadata we read does not state a licence, so check the repository before you rely on it.
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