RAG (Retrieval-Augmented Generation) — AI projects ranked by momentum

50 tracked AI & agent projects in the RAG (Retrieval-Augmented Generation) domain, 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 (Retrieval-Augmented Generation) projects, ranked

#ProjectCategorySignalΔ★ 7dTotal ★
1OMEGA Memory ai-agentStable+5163
2io.github.varun369/superlocalmemory mcp-serverStable+9188
3io.github.dcostenco/prism-mcp mcp-serverStable+3147
4OrchestKit Docs MCP mcp-serverStable+6191
5LangGraph agent-framework🔥 Trending+68735,093
6YourMemory ai-agentStable+0245
7io.github.shinpr/mcp-local-rag mcp-serverStable+11318
8io.github.giancarloerra/socraticode ai-infrastructureStable+1103,002
9io.github.Beever-AI/beever-atlas mcp-serverStable+3382
10muvon/octocode mcp-serverStable+6402
11Microsoft Learn MCP mcp-serverStable+141,713
12LangChain agent-framework🔥 Trending+602139,604
13io.github.ggozad/haiku-rag mcp-serverStable+0538
14qdrant/mcp-server-qdrant mcp-serverStable+51,437
15LlamaIndex ai-infrastructureStable+13150,200
16Flowise agent-framework🔥 Trending+22853,695
17WrenAI agent-frameworkStable+5915,575
18Airweave Search ai-infrastructureStable+126,448
19langroid ai-infrastructureStable+34,040
20io.github.varun29ankuS/shodh-memory ai-agentStable+2219
21io.github.Lyellr88/marm-mcp-server mcp-serverStable+2305
22com.apple-rag/mcp-server mcp-serverStable-4115
23io.github.VictoriaMetrics/mcp-victoriametrics mcp-serverStable+4183
24Octocode MCP - AI Context Platform mcp-serverStable+1864
25LaVague ai-infrastructureStable+46,370
26vanna ai-agentStable+5223,643
27databerry agent-frameworkStable+32,961
28codefuse-chatbot agent-frameworkStable+01,291
29Instrukt ai-infrastructureStable-1326
30io.github.aayoawoyemi/ori-memory mcp-serverStable+0310
31Govcraft/rust-docs-mcp-server mcp-serverStable+0281
32sirmews/mcp-pinecone mcp-serverStable+0149
33st3v3nmw/sourcerer-mcp mcp-serverStable+1116
34Zotero MCP mcp-serverNo score yet+53,875
35Arkon mcp-serverNo score yet+2997
36Memanto MCP agent-frameworkNo score yet+44977
37CodeGraph CLI MCP Server ai-agentNo score yet+0805
38Semantic Notes Vault MCP mcp-serverNo score yet+7358
39second-brain-cloudflare mcp-serverNo score yet+2281
40M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository ai-infrastructureNo score yet-1276
41DeepContext mcp-serverNo score yet+0276
42Nextcloud MCP Server mcp-serverNo score yet+0272
43mcp-ragdocs mcp-serverNo score yet+0265
44Smart Coding MCP mcp-serverNo score yet+0199
45Meilisearch MCP Server mcp-serverNo score yet+0192
46ClawMem ai-infrastructureNo score yet+1186
47Axon.MCP.Server mcp-serverNo score yet+0166
48mcp-local-rag mcp-serverNo score yet+0126
49HubSpot MCP Server mcp-serverNo score yet+0126
50Needle MCP Server mcp-serverNo score yet+0100