rag — AI projects ranked by momentum
34 tracked AI & agent projects in the rag topic, ranked weekly by growth signals computed from daily GitHub, npm, and PyPI snapshots.
Data as of 2026-06-18 · scores for week of 2026-06-08 · updated weekly
All rag projects, ranked
| # | Project | Category | Signal | Δ★ 7d | Total ★ |
|---|
| 1 | OrchestKit Docs MCP ↗ | mcp-server | Stable | +6 | 191 |
| 2 | LangGraph ↗ | agent-framework | 🔥 Trending | +687 | 35,093 |
| 3 | YourMemory ↗ | ai-agent | Stable | +0 | 245 |
| 4 | io.github.shinpr/mcp-local-rag ↗ | mcp-server | Stable | +11 | 318 |
| 5 | io.github.Beever-AI/beever-atlas ↗ | mcp-server | Stable | +3 | 382 |
| 6 | muvon/octocode ↗ | mcp-server | Stable | +6 | 402 |
| 7 | Microsoft Learn MCP ↗ | mcp-server | Stable | +14 | 1,713 |
| 8 | LangChain ↗ | agent-framework | 🔥 Trending | +602 | 139,604 |
| 9 | io.github.ggozad/haiku-rag ↗ | mcp-server | Stable | +0 | 538 |
| 10 | LlamaIndex ↗ | ai-infrastructure | Stable | +131 | 50,200 |
| 11 | Flowise ↗ | agent-framework | 🔥 Trending | +228 | 53,695 |
| 12 | WrenAI ↗ | agent-framework | Stable | +59 | 15,575 |
| 13 | Airweave Search ↗ | ai-infrastructure | Stable | +12 | 6,448 |
| 14 | langroid ↗ | ai-infrastructure | Stable | +3 | 4,040 |
| 15 | com.apple-rag/mcp-server ↗ | mcp-server | Stable | -4 | 115 |
| 16 | io.github.VictoriaMetrics/mcp-victoriametrics ↗ | mcp-server | Stable | +4 | 183 |
| 17 | LaVague ↗ | ai-infrastructure | Stable | +4 | 6,370 |
| 18 | vanna ↗ | ai-agent | Stable | +52 | 23,643 |
| 19 | codefuse-chatbot ↗ | agent-framework | Stable | +0 | 1,291 |
| 20 | Instrukt ↗ | ai-infrastructure | Stable | -1 | 326 |
| 21 | Govcraft/rust-docs-mcp-server ↗ | mcp-server | Stable | +0 | 281 |
| 22 | sirmews/mcp-pinecone ↗ | mcp-server | Stable | +0 | 149 |
| 23 | Arkon ↗ | mcp-server | No score yet | +2 | 997 |
| 24 | Memanto MCP ↗ | agent-framework | No score yet | +44 | 977 |
| 25 | CodeGraph CLI MCP Server ↗ | ai-agent | No score yet | +0 | 805 |
| 26 | DeepContext ↗ | mcp-server | No score yet | +0 | 276 |
| 27 | Nextcloud MCP Server ↗ | mcp-server | No score yet | +0 | 272 |
| 28 | mcp-ragdocs ↗ | mcp-server | No score yet | +0 | 265 |
| 29 | Smart Coding MCP ↗ | mcp-server | No score yet | +0 | 199 |
| 30 | Meilisearch MCP Server ↗ | mcp-server | No score yet | +0 | 192 |
| 31 | ClawMem ↗ | ai-infrastructure | No score yet | +1 | 186 |
| 32 | Axon.MCP.Server ↗ | mcp-server | No score yet | +0 | 166 |
| 33 | mcp-local-rag ↗ | mcp-server | No score yet | +0 | 126 |
| 34 | Needle MCP Server ↗ | mcp-server | No score yet | +0 | 100 |