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

78 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 2026-07-19 · scores for week of 2026-07-20 · updated weekly

All RAG (Retrieval-Augmented Generation) projects, ranked

#	Project	Category	Signal	Score	Δ★ 7d	Total ★
1	headroom ↗	ai-infrastructure	🔥 Trending	80	+3,366	59,886
2	ODS ↗	ai-infrastructure	🔥 Trending	80	+315	3,269
3	Memclaw ↗	agent-framework	🔥 Trending	80	+49	335
4	iai-mcp ↗	ai-agent	🔥 Trending	80	+20	347
5	Memanto MCP ↗	agent-framework	🔥 Trending	79	+159	1,659
6	knowledge-rag ↗	ai-infrastructure	🔥 Trending	79	+37	234
7	PixelRAG ↗	ai-agent	🔥 Trending	79	+1,021	6,825
8	memtrace ↗	ai-agent	🔥 Trending	79	+58	435
9	Semantic Notes Vault MCP ↗	mcp-server	Stable	74	+19	440
10	Gortex ↗	mcp-server	🌱 Emerging	64	+56	888
11	LangGraph ↗	agent-framework	Stable	63	+584	37,592
12	second-brain-cloudflare ↗	mcp-server	🌱 Emerging	63	+72	609
13	io.github.giancarloerra/socraticode ↗	ai-infrastructure	🌱 Emerging	60	+42	3,123
14	Heym ↗	ai-agent	🌱 Emerging	55	+35	757
15	OpenBidKit_Yibiao ↗	ai-infrastructure	Stable	48	+230	1,905
16	Zotero MCP ↗	mcp-server	Stable	44	+100	4,329
17	LangChain ↗	agent-framework	Stable	41	+561	142,073
18	vanna ↗	ai-agent	Stable	41	+35	23,783
19	Flowise ↗	agent-framework	Stable	37	+230	54,733
20	code-graph-rag ↗	ai-infrastructure	Stable	34	+15	2,324
21	LlamaIndex ↗	ai-infrastructure	Stable	33	+158	50,939
22	chonkie ↗	ai-infrastructure	🌱 Emerging	33	+76	4,512
23	io.github.varun369/superlocalmemory ↗	mcp-server	Stable	33	+4	197
24	OMEGA Memory ↗	ai-agent	Stable	31	+6	188
25	io.github.shinpr/mcp-local-rag ↗	mcp-server	Stable	31	+7	346
26	Arkon ↗	mcp-server	Stable	29	+16	1,068
27	Microsoft Learn MCP ↗	mcp-server	Stable	27	+16	1,785
28	Airweave Search ↗	ai-infrastructure	Stable	27	+10	6,487
29	io.github.dcostenco/prism-mcp ↗	mcp-server	Stable	26	+2	156
30	kreuzberg ↗	ai-infrastructure	Stable	25	+35	8,671
31	xberg ↗	ai-infrastructure	Stable	25	+35	8,671
32	io.github.varun29ankuS/shodh-memory ↗	ai-agent	Stable	25	+4	237
33	Nextcloud MCP Server ↗	mcp-server	Stable	24	+7	304
34	YourMemory ↗	ai-agent	Stable	23	+3	257
35	qdrant/mcp-server-qdrant ↗	mcp-server	Stable	23	+7	1,472
36	langroid ↗	ai-infrastructure	Stable	21	+7	4,077
37	WrenAI ↗	agent-framework	Stable	21	+93	16,024
38	Claude Patent Creator ↗	ai-infrastructure	Stable	20	+3	153
39	muvon/octocode ↗	mcp-server	Stable	19	+7	433
40	OrchestKit Docs MCP ↗	mcp-server	Stable	19	+3	203
41	Octocode MCP - AI Context Platform ↗	mcp-server	Stable	18	+6	895
42	Prism MCP ↗	ai-agent	Stable	17	+2	156
43	io.github.Lyellr88/marm-mcp-server ↗	mcp-server	Stable	17	+2	314
44	io.github.VictoriaMetrics/mcp-victoriametrics ↗	mcp-server	Stable	16	+2	191
45	VCPToolBox ↗	agent-framework	Stable	16	+10	2,193
46	ClawMem ↗	ai-infrastructure	Stable	16	+2	192
47	qualixar/superlocalmemory ↗	mcp-server	Stable	16	+2	197
48	io.github.ggozad/haiku-rag ↗	mcp-server	Stable	15	+2	548
49	io.github.Beever-AI/beever-atlas ↗	mcp-server	Stable	14	+3	396
50	memora ↗	ai-agent	Stable	14	+4	433
51	ArcRift MCP Server ↗	ai-agent	Stable	13	+3	246
52	Snip ↗	ai-agent	Stable	13	+5	238
53	mcp-local-rag ↗	mcp-server	Stable	13	+1	132
54	spring-ai-playground ↗	ai-agent	Stable	12	+1	127
55	io.github.aayoawoyemi/ori-memory ↗	mcp-server	Stable	11	+1	314
56	53AIHub ↗	mcp-server	Stable	11	+4	4,944
57	telemem ↗	ai-agent	Stable	10	+2	474
58	CodeGraph CLI MCP Server ↗	ai-agent	Stable	6	+8	843
59	ComfyUI-Copilot ↗	ai-agent	Stable	5	+20	5,378
60	st3v3nmw/sourcerer-mcp ↗	mcp-server	Stable	5	+1	119
61	chromem-go ↗	ai-infrastructure	Stable	4	+7	1,030
62	Axon.MCP.Server ↗	mcp-server	Stable	4	+0	165
63	com.apple-rag/mcp-server ↗	mcp-server	Stable	4	+0	117
64	Govcraft/rust-docs-mcp-server ↗	mcp-server	Stable	2	+1	287
65	LaVague ↗	ai-infrastructure	Stable	1	+3	6,380
66	databerry ↗	agent-framework	Stable	0	+1	2,961
67	codefuse-chatbot ↗	agent-framework	Stable	0	+0	1,290
68	baidu-ai-search ↗	ai-agent	Stable	0	+0	584
69	Instrukt ↗	ai-infrastructure	Stable	0	+0	328
70	M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository ↗	ai-infrastructure	Stable	0	+0	277
71	DeepContext ↗	mcp-server	Stable	0	+0	276
72	mcp-ragdocs ↗	mcp-server	Stable	0	+0	265
73	Smart Coding MCP ↗	mcp-server	Stable	0	+0	200
74	Meilisearch MCP Server ↗	mcp-server	Stable	0	+0	194
75	sirmews/mcp-pinecone ↗	mcp-server	Stable	0	+0	150
76	@ragrabbit/mcp ↗	mcp-server	Stable	0	+0	135
77	HubSpot MCP Server ↗	mcp-server	Stable	0	+0	128
78	Needle MCP Server ↗	mcp-server	Stable	0	+0	99