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

#ProjectCategorySignalΔ★ 7dTotal ★
1OrchestKit Docs MCP mcp-serverStable+6191
2LangGraph agent-framework🔥 Trending+68735,093
3YourMemory ai-agentStable+0245
4io.github.shinpr/mcp-local-rag mcp-serverStable+11318
5io.github.Beever-AI/beever-atlas mcp-serverStable+3382
6muvon/octocode mcp-serverStable+6402
7Microsoft Learn MCP mcp-serverStable+141,713
8LangChain agent-framework🔥 Trending+602139,604
9io.github.ggozad/haiku-rag mcp-serverStable+0538
10LlamaIndex ai-infrastructureStable+13150,200
11Flowise agent-framework🔥 Trending+22853,695
12WrenAI agent-frameworkStable+5915,575
13Airweave Search ai-infrastructureStable+126,448
14langroid ai-infrastructureStable+34,040
15com.apple-rag/mcp-server mcp-serverStable-4115
16io.github.VictoriaMetrics/mcp-victoriametrics mcp-serverStable+4183
17LaVague ai-infrastructureStable+46,370
18vanna ai-agentStable+5223,643
19codefuse-chatbot agent-frameworkStable+01,291
20Instrukt ai-infrastructureStable-1326
21Govcraft/rust-docs-mcp-server mcp-serverStable+0281
22sirmews/mcp-pinecone mcp-serverStable+0149
23Arkon mcp-serverNo score yet+2997
24Memanto MCP agent-frameworkNo score yet+44977
25CodeGraph CLI MCP Server ai-agentNo score yet+0805
26DeepContext mcp-serverNo score yet+0276
27Nextcloud MCP Server mcp-serverNo score yet+0272
28mcp-ragdocs mcp-serverNo score yet+0265
29Smart Coding MCP mcp-serverNo score yet+0199
30Meilisearch MCP Server mcp-serverNo score yet+0192
31ClawMem ai-infrastructureNo score yet+1186
32Axon.MCP.Server mcp-serverNo score yet+0166
33mcp-local-rag mcp-serverNo score yet+0126
34Needle MCP Server mcp-serverNo score yet+0100