{"id":8018,"date":"2026-04-08T13:48:01","date_gmt":"2026-04-08T11:48:01","guid":{"rendered":"https:\/\/www.rawk.at\/?p=6602"},"modified":"2026-05-31T08:18:29","modified_gmt":"2026-05-31T08:18:29","slug":"projectmind-semantic-project-memory","status":"publish","type":"post","link":"https:\/\/new.rawk.at\/?p=8018","title":{"rendered":"ProjectMind – Semantic Project Memory"},"content":{"rendered":"\t\t
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Type:<\/strong> Software\u00a0
Status:<\/strong> In Development<\/p>

Tech Stack: <\/strong>Python, SQLite (WAL), tree-sitter, FastMCP, Starlette, watchdog, AST-Modul<\/p>

Problem Statement<\/strong><\/p>

AI code assistants like Claude Code lose their context about project structure with every restart. They don’t know which functions exist, who calls them, or what impact a change has. In large codebases, this leads to redundant analyses, false assumptions, and breakpoints. A persistent, semantic knowledge base that preserves code relationships across sessions and is available as an MCP server for AI assistants is missing.<\/p>

Description<\/strong><\/p>

A persistent knowledge base for code projects that functions as an MCP server for Claude Code and as a standalone web dashboard. Indexes functions, classes, imports, and call graphs in a local SQLite database (Python, JavaScript\/TypeScript, Java via tree-sitter). Offers impact analysis, caller tracking, dependency graphs, semantic versioning, and automatic re-indexing on file changes via 10 MCP tools.<\/p>

Use Case<\/strong><\/p>

A memory for code projects: knows which function is where, who calls it, and what breaks if you change it.<\/em><\/p>

Link: <\/strong>https:\/\/github.com\/rawk7000\/Claudestro<\/a> (private repo)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Type: Software\u00a0 Status: In Development Tech Stack: Python, SQLite (WAL), tree-sitter, FastMCP, Starlette, watchdog, AST-Modul Problem Statement AI code assistants like Claude Code lose their context about project structure with every restart. They don’t know which functions exist, who calls them, or what impact a change has. In large codebases, this leads to redundant analyses, […]<\/p>\n","protected":false},"author":1,"featured_media":8600,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-8018","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-projects"],"_links":{"self":[{"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/posts\/8018","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/new.rawk.at\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8018"}],"version-history":[{"count":4,"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/posts\/8018\/revisions"}],"predecessor-version":[{"id":8617,"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/posts\/8018\/revisions\/8617"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/new.rawk.at\/index.php?rest_route=\/wp\/v2\/media\/8600"}],"wp:attachment":[{"href":"https:\/\/new.rawk.at\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8018"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/new.rawk.at\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8018"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/new.rawk.at\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8018"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}