GitHub Trending — 2026-06-19
TL;DR
AI agent infrastructure dominates today's list — MCP servers, agent frameworks, and token-compression tools for LLM pipelines. Python and TypeScript lead; notable jumps include a code-intelligence MCP server, a fast-growing LLM context-compression tool, and Google's TimesFM forecasting model.
Top 10
1. DeusData/codebase-memory-mcp (+1,055 stars today)
An MCP server that indexes codebases into a persistent knowledge graph for fast code intelligence, claiming sub-millisecond queries and 99% fewer tokens via a single static binary across 158 languages.
2. google-research/timesfm (+1,516 stars today)
Google Research's pretrained time-series foundation model for forecasting, picking up renewed attention as a general-purpose forecasting tool.
3. palmier-io/palmier-pro (+749 stars today)
A macOS video editor built specifically for AI-assisted editing workflows.
4. koala73/worldmonitor (+300 stars today)
A real-time global intelligence dashboard combining AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking into one situational-awareness interface.
5. aishwaryanr/awesome-generative-ai-guide (+155 stars today)
A long-running curated collection of generative AI research updates, interview prep, and notebooks, still gaining steady traction.
6. BuilderIO/agent-native (+210 stars today)
A framework from Builder.io for building "agent-native" applications, where AI agents are first-class citizens of the app architecture.
7. chopratejas/headroom (+3,938 stars today)
The day's biggest mover: a tool that compresses tool outputs, logs, files, and RAG chunks before they hit the LLM, claiming 60–95% token reduction with no answer-quality loss; ships as a library, proxy, and MCP server.
8. calesthio/OpenMontage (+236 stars today)
An open-source agentic video production system with 12 pipelines, 52 tools, and 500+ agent skills, aiming to turn AI coding assistants into full video studios.
9. zai-org/GLM-5 (+478 stars today)
The newest release in the GLM model line, positioned around the shift "from vibe coding to agentic engineering."
10. withastro/flue (+305 stars today)
A sandbox agent framework from the Astro team.
Table
| # | Repository | Language | Stars | Stars today | Description |
|---|---|---|---|---|---|
| 1 | DeusData/codebase-memory-mcp | C | 8,147 | +1,055 | 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. |
| 2 | google-research/timesfm | Python | 24,049 | +1,516 | TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting. |
| 3 | palmier-io/palmier-pro | Swift | 1,814 | +749 | macOS video editor built for AI |
| 4 | koala73/worldmonitor | TypeScript | 57,191 | +300 | Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface |
| 5 | aishwaryanr/awesome-generative-ai-guide | HTML | 27,592 | +155 | A one stop repository for generative AI research updates, interview resources, notebooks and much more! |
| 6 | BuilderIO/agent-native | TypeScript | 1,008 | +210 | A framework for building agent-native applications. |
| 7 | chopratejas/headroom | Python | 38,473 | +3,938 | Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. |
| 8 | calesthio/OpenMontage | Python | 6,233 | +236 | World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio. |
| 9 | zai-org/GLM-5 | - | 4,541 | +478 | GLM-5: From Vibe Coding to Agentic Engineering |
| 10 | withastro/flue | TypeScript | 5,812 | +305 | The sandbox agent framework. |