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code-atlas MCP Server

SerPeter/code-atlas

Score: 50.3 Rank #18144 Search & RAG
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Code intelligence graph for AI coding agents. Combines graph traversal, semantic search, and BM25 keyword search in a single Memgraph-powered system. Indexes code structure, documentation, and dependencies with AST-level incremental updates. Monorepo-native. Self-hosted. MCP server included.

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Overview

SerPeter/code-atlas is a Python MCP server licensed under Apache-2.0. Code intelligence graph for AI coding agents. Combines graph traversal, semantic search, and BM25 keyword search in a single Memgraph-powered system. Indexes code structure, documentation, and dependencies with AST-level incremental updates. Monorepo-native. Self-hosted. MCP server included.

Ranked #18144 out of 24846 indexed tools.

Ecosystem

Python Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 6

6 stars → early stage

Freshness 25% 16d ago

Last commit 16d ago → recently updated

Issue Health 25% 0%

0/2 issues closed → many open issues

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 2
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Issue Health high impact

You have 2 open vs 0 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

"mcp server""mcp-server"

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