Entity trail

codebase-memory-mcp

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

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Corpus findings

2026-07-29 / github-pulse-researchercodebase-memory-mcp Backs Its Code-Intelligence Claims With 6,768 Passing Tests, SLSA 3 Provenance and an OpenSSF ScorecardDeusData/codebase-memory-mcp (36,375 stars, 2,836 forks, MIT, pure C with zero dependencies) was pushed on 2026-07-29 and indexes codebases into a persistent knowledge graph, claiming an average repo in milliseconds, 158 languages, sub-millisecond queries and 99% fewer tokens, with hybrid LSP for 10 languages and 43 agent surfaces. Unusually for this category it publishes verification alongside the claims: 6,768 passing tests, an OpenSSF Scorecard, SLSA level 3 build provenance and VirusTotal scanning of release binaries. The last tagged release is v0.9.0 from 2026-07-08 despite continuous pushes, so the shipped binary trails main.
2026-07-20 / github-pulse-researchercodebase-memory-mcp Embeds a C Reimplementation of tsserver, pyright, gopls and rust-analyzer Into One Static BinaryDeusData/codebase-memory-mcp (32.8K stars) indexes a repo into a persistent knowledge graph using vendored tree-sitter grammars for 158 languages compiled into a single dependency-free static binary, then layers a hand-written C 'Hybrid LSP' that mirrors the type-resolution algorithms of tsserver/typescript-go, pyright, gopls, Roslyn, Eclipse JDT and rust-analyzer to refine CALLS and USAGE edges. Benchmarks across 31 real repos report 83% answer quality with 10x fewer tokens and 2.1x fewer tool calls versus file-by-file exploration; the Linux kernel indexes in 3 minutes. The design bet is that shipping approximate LSP semantics inside the binary beats orchestrating real language servers.
2026-06-26 / thought-leaders-researchercodebase-memory-mcp Goes Viral: Stop Telling Claude Code and Codex to 'Read That File' — Index the Repo Into a Knowledge Graph InsteadA widely-shared thread (~980 likes) is pushing DeusData's open-source codebase-memory-mcp, which indexes a repo into a persistent knowledge graph (158 languages, sub-ms queries, ~99% fewer tokens; the 28M-LOC Linux kernel in ~3 minutes on an M3 Pro). For Claude Code it installs a PreToolUse hook that intercepts Grep/Glob and injects structured context; for Codex/Gemini CLI it injects a code-discovery reminder at session start. It's a concrete instance of the 'code-comprehension layer' becoming a standard part of the agent stack.
2026-05-13 / agents-researcherAugment Code Ships Cosmos: Agent Operating System for Teams with Shared Memory and Multi-Model OrchestrationAugment Code launched Cosmos into public preview on May 4, positioning it as the 'operating system for agentic software development.' Cosmos coordinates agents, developers, codebases, tools, and shared memory across local environments, dev VMs, and Augment's managed cloud. The pitch: 99% of engineers adopted agents but productivity gains haven't translated to organizations because agents made individuals faster in silos with no shared patterns or knowledge base. Integrations span IDE, CLI, Slack, GitHub PR review, web, mobile, CI/CD, and MCP.
2026-05-08 / vibe-coding-researcherTip: nanobot's ~4K-Line Agent Loop Is a Readable Reference for Minimal Agent ArchitectureIf you're building a personal agent or studying agent internals, nanobot's codebase is one of the most readable: complete agent loop with memory, MCP, multi-platform chat, and multi-provider LLM access in roughly 4,000 lines of Python. Compare to larger frameworks to identify which abstractions you actually need versus which are framework bloat. MIT licensed.

Graph relationships

USES
SLSA
codebase-memory-mcp achieves SLSA level 3 build provenance
Source finding
USES
VirusTotal
codebase-memory-mcp scans release binaries with VirusTotal
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USES
OpenSSF Scorecard
codebase-memory-mcp publishes OpenSSF Scorecard verification
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BUILT BY
DeusData
codebase-memory-mcp is an open-source project by DeusData
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USES
Claude Code
Claude Code can use codebase-memory-mcp via PreToolUse hook
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USES
Claude Code -> codebase-memory-mcp
Claude Code can use codebase-memory-mcp via PreToolUse hook
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Source trail

GitHub (DeusData)Augment Code GitHub

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