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code-atlas MCP Server

SerPeter/code-atlas

Score: 57.9 Rank #438 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 #438 out of 25022 indexed tools.

In the top 2% of all indexed tools.

Ecosystem

Python Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 4

4 stars → early stage

Freshness 25% 6mo ago

Last commit 6mo ago → stale

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License Apache-2.0

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Freshness high impact

Last commit was 190 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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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