Best Alternatives to Code Atlas

TokenSave

Runtime: npx

Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.

Sem

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Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents

Codealive MCP

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Semantic code search and analysis from CodeAlive for AI assistants and agents.

Maguyva

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Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.

Codeix

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Fast semantic code search for AI agents — find symbols, references, and callers across any codebase

Sourcegraph MCP Server

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Sourcegraph code search, semantic search, go-to-definition, find-references, and diff search.

Semantic code analysis for Go using gopls - language-aware navigation, definitions, references

Draw and visually collaborate with your agents on tldraw's canvas.

Kin

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Semantic code retrieval over a graph of entities, relationships, changes, and provenance.

Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.

Codeseeker

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Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

PraisonAI

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AI Agents Framework with Self Reflection and MCP support