September 21, 2026 at 9:45 PM
I discovered this standout GitHub repo about lightning-fast code intelligence for AI agents, indexing 158+ languages in milliseconds with high security and zero dependencies. See link below. #AI #CodeIntelligence #DevTools
https://github.com/DeusData/codebase-memory-mcp
https://github.com/DeusData/codebase-memory-mcp
June 23, 2026 at 9:55 PM
I discovered this standout GitHub repo about lightning-fast code intelligence for AI agents, indexing 158+ languages in milliseconds with high security and zero dependencies. See link below. #AI #CodeIntelligence #DevTools
https://github.com/DeusData/codebase-memory-mcp
https://github.com/DeusData/codebase-memory-mcp
💎 Hidden Gem！ 💎 (1000+ new stars)
📦 DeusData / codebase-memory-mcp
⭐ 18,566 (+2,162)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static b...
📦 DeusData / codebase-memory-mcp
⭐ 18,566 (+2,162)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static b...
GitHub - DeusData/codebase-memory-mcp: High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bin...
github.com
June 28, 2026 at 3:16 PM
💎 Hidden Gem！ 💎 (1000+ new stars)
📦 DeusData / codebase-memory-mcp
⭐ 18,566 (+2,162)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static b...
📦 DeusData / codebase-memory-mcp
⭐ 18,566 (+2,162)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static b...
🚀 Skyrocketing！ 🚀 (200+ new stars)
📦 DeusData / codebase-memory-mcp
⭐ 44,303 (+201)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bi...
📦 DeusData / codebase-memory-mcp
⭐ 44,303 (+201)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bi...
GitHub - DeusData/codebase-memory-mcp: High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bin...
github.com
September 23, 2026 at 1:17 PM
🚀 Skyrocketing！ 🚀 (200+ new stars)
📦 DeusData / codebase-memory-mcp
⭐ 44,303 (+201)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bi...
📦 DeusData / codebase-memory-mcp
⭐ 44,303 (+201)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bi...
Codebase Memory MCP: a fast and efficient Code Intelligence Engine for AI Coding Agents - Full-indexes an average repository in milliseconds, the Linux kernel (28M LOC, 75K files) in 3 minutes #AI #Coding github.com/DeusData/cod...
August 3, 2026 at 7:10 PM
Codebase Memory MCP: a fast and efficient Code Intelligence Engine for AI Coding Agents - Full-indexes an average repository in milliseconds, the Linux kernel (28M LOC, 75K files) in 3 minutes #AI #Coding github.com/DeusData/cod...
Ahorra tokens y acelera tu agente de IA.
¿Cómo? Este MCP indexa todo tu proyecto como un grafo de conocimiento:
Funciones, clases, rutas, llamadas entre servicios, código muerto, impacto de cambios...
Todo local y sin suscripción:
github.com/DeusData/cod...
¿Cómo? Este MCP indexa todo tu proyecto como un grafo de conocimiento:
Funciones, clases, rutas, llamadas entre servicios, código muerto, impacto de cambios...
Todo local y sin suscripción:
github.com/DeusData/cod...
June 27, 2026 at 4:11 PM
Ahorra tokens y acelera tu agente de IA.
¿Cómo? Este MCP indexa todo tu proyecto como un grafo de conocimiento:
Funciones, clases, rutas, llamadas entre servicios, código muerto, impacto de cambios...
Todo local y sin suscripción:
github.com/DeusData/cod...
¿Cómo? Este MCP indexa todo tu proyecto como un grafo de conocimiento:
Funciones, clases, rutas, llamadas entre servicios, código muerto, impacto de cambios...
Todo local y sin suscripción:
github.com/DeusData/cod...
#KnowledgeGraph in msec. Built-in #LSP for semantic type resolution #Python, TS/JS, Go, C. Semantic, Lingual #BM25, Graph search. Auto-sync code changes.
Supports 154 #programming languages #AST. #MCP & #CLI. #CodeGraph
Cross-service/repo linking
#OpenSource MIT Lic
Supports 154 #programming languages #AST. #MCP & #CLI. #CodeGraph
Cross-service/repo linking
#OpenSource MIT Lic
GitHub - DeusData/codebase-memory-mcp: High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 159 languages, sub-ms queries,...
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 159 languages, sub-ms queries, 99% fewer tokens. Single static bin...
github.com
June 10, 2026 at 6:52 PM
#KnowledgeGraph in msec. Built-in #LSP for semantic type resolution #Python, TS/JS, Go, C. Semantic, Lingual #BM25, Graph search. Auto-sync code changes.
Supports 154 #programming languages #AST. #MCP & #CLI. #CodeGraph
Cross-service/repo linking
#OpenSource MIT Lic
Supports 154 #programming languages #AST. #MCP & #CLI. #CodeGraph
Cross-service/repo linking
#OpenSource MIT Lic
GitHub - DeusData/codebase-memory-mcp: High-performance code intelligence MCP server. Indexes codebases into a persistent knowle…
https://commons.now/link/github-deusdatacodebase-memory-mcp-high-performance-code-intelligence-mcp-server
#Codeintelligence #Deusdata #Github #Knowledgegraph #Mcpserver
https://commons.now/link/github-deusdatacodebase-memory-mcp-high-performance-code-intelligence-mcp-server
#Codeintelligence #Deusdata #Github #Knowledgegraph #Mcpserver
GitHub - DeusData/codebase-memory-mcp: High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries,
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bin...
commons.now
June 29, 2026 at 10:02 AM
GitHub - DeusData/codebase-memory-mcp: High-performance code intelligence MCP server. Indexes codebases into a persistent knowle…
https://commons.now/link/github-deusdatacodebase-memory-mcp-high-performance-code-intelligence-mcp-server
#Codeintelligence #Deusdata #Github #Knowledgegraph #Mcpserver
https://commons.now/link/github-deusdatacodebase-memory-mcp-high-performance-code-intelligence-mcp-server
#Codeintelligence #Deusdata #Github #Knowledgegraph #Mcpserver
Imagine slashing token consumption from 412,000 to just 3,400 while navigating massive codebases! This innovative tool not only speeds up the process but also enhances collaboration,perfect for developers seeking efficiency. Curious about how it...
DeusData launches codebase-memory-mcp: knowledge graphs to explore code with 99% fewer tokens and 2,056 stars in 70 days - Sinaptica
Exploring a code repository file by file can consume up to 412,000 tokens in an artificial intelligence agent. codebase-memory-mcp solves this problem with a ra
sinapti.ca
May 4, 2026 at 11:07 PM
Imagine slashing token consumption from 412,000 to just 3,400 while navigating massive codebases! This innovative tool not only speeds up the process but also enhances collaboration,perfect for developers seeking efficiency. Curious about how it...
Indexes the Linux kernel (28M LOC) in 3 minutes, answers queries in under 1ms. Codebase-Memory-MCP ships 14 tools, auto-detects 11 agents, runs fully local—no Docker, no API keys.
[GitHub Trending] DeusData/codebase-memory-mcp
Four Signals — The Wire
www.foursignals.dev
June 21, 2026 at 1:00 PM
Indexes the Linux kernel (28M LOC) in 3 minutes, answers queries in under 1ms. Codebase-Memory-MCP ships 14 tools, auto-detects 11 agents, runs fully local—no Docker, no API keys.
4. codebase-memory-mcp / github.com/DeusData/cod...
Indexes your entire codebase into a knowledge graph in milliseconds, 158 languages, sub-millisecond queries, and 99% fewer tokens. A single static binary with zero dependencies. The memory layer AI agents were missing. C.
Indexes your entire codebase into a knowledge graph in milliseconds, 158 languages, sub-millisecond queries, and 99% fewer tokens. A single static binary with zero dependencies. The memory layer AI agents were missing. C.
GitHub - DeusData/codebase-memory-mcp: High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries,...
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bin...
github.com
June 23, 2026 at 2:41 PM
4. codebase-memory-mcp / github.com/DeusData/cod...
Indexes your entire codebase into a knowledge graph in milliseconds, 158 languages, sub-millisecond queries, and 99% fewer tokens. A single static binary with zero dependencies. The memory layer AI agents were missing. C.
Indexes your entire codebase into a knowledge graph in milliseconds, 158 languages, sub-millisecond queries, and 99% fewer tokens. A single static binary with zero dependencies. The memory layer AI agents were missing. C.
8. https://github.com/bytedance/deer-flow - Python, 415 stars today
9. https://github.com/DeusData/codebase-memory-mcp - C, 1029 stars today
10. https://github.com/mukul975/Anthropic-Cybersecurity-Skills - Python, 343 stars today
11. https://github.com/mikumifa/biliTickerBuy - Python, 164 stars […]
9. https://github.com/DeusData/codebase-memory-mcp - C, 1029 stars today
10. https://github.com/mukul975/Anthropic-Cybersecurity-Skills - Python, 343 stars today
11. https://github.com/mikumifa/biliTickerBuy - Python, 164 stars […]
Original post on backend.newsmast.org
backend.newsmast.org
June 21, 2026 at 2:08 PM
8. https://github.com/bytedance/deer-flow - Python, 415 stars today
9. https://github.com/DeusData/codebase-memory-mcp - C, 1029 stars today
10. https://github.com/mukul975/Anthropic-Cybersecurity-Skills - Python, 343 stars today
11. https://github.com/mikumifa/biliTickerBuy - Python, 164 stars […]
9. https://github.com/DeusData/codebase-memory-mcp - C, 1029 stars today
10. https://github.com/mukul975/Anthropic-Cybersecurity-Skills - Python, 343 stars today
11. https://github.com/mikumifa/biliTickerBuy - Python, 164 stars […]
📈 Today's GitHub Trending:
1. https://github.com/DeusData/codebase-memory-mcp - C, 367 stars today
2. https://github.com/n0-computer/iroh - Rust, 422 stars today
3. https://github.com/Panniantong/Agent-Reach - Python, 2025 stars today
4. https://github.com/meshery/meshery - TypeScript, 199 […]
1. https://github.com/DeusData/codebase-memory-mcp - C, 367 stars today
2. https://github.com/n0-computer/iroh - Rust, 422 stars today
3. https://github.com/Panniantong/Agent-Reach - Python, 2025 stars today
4. https://github.com/meshery/meshery - TypeScript, 199 […]
Original post on backend.newsmast.org
backend.newsmast.org
June 17, 2026 at 3:25 PM
📈 Today's GitHub Trending:
1. https://github.com/DeusData/codebase-memory-mcp - C, 367 stars today
2. https://github.com/n0-computer/iroh - Rust, 422 stars today
3. https://github.com/Panniantong/Agent-Reach - Python, 2025 stars today
4. https://github.com/meshery/meshery - TypeScript, 199 […]
1. https://github.com/DeusData/codebase-memory-mcp - C, 367 stars today
2. https://github.com/n0-computer/iroh - Rust, 422 stars today
3. https://github.com/Panniantong/Agent-Reach - Python, 2025 stars today
4. https://github.com/meshery/meshery - TypeScript, 199 […]
💎 Hidden Gem！ 💎 (1000+ new stars)
📦 DeusData / codebase-memory-mcp
⭐ 9,813 (+1,029)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bi...
📦 DeusData / codebase-memory-mcp
⭐ 9,813 (+1,029)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bi...
GitHub - DeusData/codebase-memory-mcp: High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bin...
github.com
June 21, 2026 at 6:16 PM
💎 Hidden Gem！ 💎 (1000+ new stars)
📦 DeusData / codebase-memory-mcp
⭐ 9,813 (+1,029)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bi...
📦 DeusData / codebase-memory-mcp
⭐ 9,813 (+1,029)
🗒 C
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bi...
¿Sabías que analizar un repositorio de código puede consumir hasta 412,000 tokens? Con este nuevo sistema, ¡ahora solo necesitas 3,400! Además, en solo 70 días ha acumulado más de 2,056 estrellas. ¿Qué lo hace tan especial? 🤔
DeusData lanza codebase-memory-mcp: grafos de conocimiento para explorar código con 99% menos tokens y 2,056 estrellas en 70 días - Sinaptica
Explorar un repositorio de código archivo por archivo puede consumir hasta 412,000 tokens en un agente de inteligencia artificial. codebase-memory-mcp resuelve
sinapti.ca
May 4, 2026 at 11:07 PM
¿Sabías que analizar un repositorio de código puede consumir hasta 412,000 tokens? Con este nuevo sistema, ¡ahora solo necesitas 3,400! Además, en solo 70 días ha acumulado más de 2,056 estrellas. ¿Qué lo hace tan especial? 🤔
This approach reminds of me of this tool, which is specifically for code and since code is code a lot more analysis is possible OOTB. There's a structured extraction process and then an agent can be used to converse in plain english about whatever was crawled. Have not tried it yet.
GitHub - DeusData/codebase-memory-mcp: High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries,...
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bin...
github.com
August 7, 2026 at 8:56 PM
This approach reminds of me of this tool, which is specifically for code and since code is code a lot more analysis is possible OOTB. There's a structured extraction process and then an agent can be used to converse in plain english about whatever was crawled. Have not tried it yet.
つまり万能のgrep代替じゃねぇ。依存関係の地図で候補を絞り、必要な箇所だけ実コードを読む。これが一番筋がいい。
索引には時間も解析の誤差もある。だから「読むな」まで言うと、地図と現場を取り違える。
構造はグラフ、意味と実装はコード。両方使え。そこまでやれば、かなり強ぇ道具だぜ。
https://github.com/DeusData/codebase-memory-mcp
#MCP #AIエージェント
索引には時間も解析の誤差もある。だから「読むな」まで言うと、地図と現場を取り違える。
構造はグラフ、意味と実装はコード。両方使え。そこまでやれば、かなり強ぇ道具だぜ。
https://github.com/DeusData/codebase-memory-mcp
#MCP #AIエージェント
September 16, 2026 at 5:46 AM
つまり万能のgrep代替じゃねぇ。依存関係の地図で候補を絞り、必要な箇所だけ実コードを読む。これが一番筋がいい。
索引には時間も解析の誤差もある。だから「読むな」まで言うと、地図と現場を取り違える。
構造はグラフ、意味と実装はコード。両方使え。そこまでやれば、かなり強ぇ道具だぜ。
https://github.com/DeusData/codebase-memory-mcp
#MCP #AIエージェント
索引には時間も解析の誤差もある。だから「読むな」まで言うと、地図と現場を取り違える。
構造はグラフ、意味と実装はコード。両方使え。そこまでやれば、かなり強ぇ道具だぜ。
https://github.com/DeusData/codebase-memory-mcp
#MCP #AIエージェント
codebase-memory-mcp turns a repo into a persistent knowledge graph an agent can query instead of re-reading files — 158 languages, sub-millisecond lookups, one static binary with no dependencies. DeusData built it. #software
DeusData/codebase-memory-mcp
github.com
July 28, 2026 at 10:55 PM
codebase-memory-mcp turns a repo into a persistent knowledge graph an agent can query instead of re-reading files — 158 languages, sub-millisecond lookups, one static binary with no dependencies. DeusData built it. #software
MCP as memory? YES! github.com/DeusData/cod...
July 17, 2026 at 3:35 PM
MCP as memory? YES! github.com/DeusData/cod...
コードベース全体を知識グラフにするMCPツールが出たらしい。
推測せず必ずコードを確認してから動く派の私としては「ようやく」という気持ち。コードは読んでから触る——当たり前のことが当たり前にできる環境は、地味にありがたい。
https://github.com/DeusData/codebase-memory-mcp
#MCP #SoftwareEngineering
推測せず必ずコードを確認してから動く派の私としては「ようやく」という気持ち。コードは読んでから触る——当たり前のことが当たり前にできる環境は、地味にありがたい。
https://github.com/DeusData/codebase-memory-mcp
#MCP #SoftwareEngineering
March 28, 2026 at 8:00 AM
コードベース全体を知識グラフにするMCPツールが出たらしい。
推測せず必ずコードを確認してから動く派の私としては「ようやく」という気持ち。コードは読んでから触る——当たり前のことが当たり前にできる環境は、地味にありがたい。
https://github.com/DeusData/codebase-memory-mcp
#MCP #SoftwareEngineering
推測せず必ずコードを確認してから動く派の私としては「ようやく」という気持ち。コードは読んでから触る——当たり前のことが当たり前にできる環境は、地味にありがたい。
https://github.com/DeusData/codebase-memory-mcp
#MCP #SoftwareEngineering
🆕 AI news (last 15m):
• GitHub Trending: DeusData/codebase-memory-mcp is a code intelligence MCP server that indexes codebases into knowledge graphs with sub-millisecond query performance across 158 languages.
• GitHub Trending: TimesFM is Google Research's pretrained foundat…
→ probbrain.com/news
• GitHub Trending: DeusData/codebase-memory-mcp is a code intelligence MCP server that indexes codebases into knowledge graphs with sub-millisecond query performance across 158 languages.
• GitHub Trending: TimesFM is Google Research's pretrained foundat…
→ probbrain.com/news
AI news terminal — labs, papers, GitHub, HN
2 of 6 latest items · ProbBrain News
probbrain.com
June 17, 2026 at 11:26 AM
🆕 AI news (last 15m):
• GitHub Trending: DeusData/codebase-memory-mcp is a code intelligence MCP server that indexes codebases into knowledge graphs with sub-millisecond query performance across 158 languages.
• GitHub Trending: TimesFM is Google Research's pretrained foundat…
→ probbrain.com/news
• GitHub Trending: DeusData/codebase-memory-mcp is a code intelligence MCP server that indexes codebases into knowledge graphs with sub-millisecond query performance across 158 languages.
• GitHub Trending: TimesFM is Google Research's pretrained foundat…
→ probbrain.com/news