Agent Memory — AI projects ranked by growth

40 tracked AI & agent projects in the Agent Memory 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 Agent Memory projects, ranked

#ProjectCategorySignalScoreΔ★ 7dTotal ★
1Memclaw agent-framework🔥 Trending80+49335
2iai-mcp ai-agent🔥 Trending80+20347
3Memanto MCP agent-framework🔥 Trending79+1591,659
4PixelRAG ai-agent🔥 Trending79+1,0216,825
5memtrace ai-agent🔥 Trending79+58435
6io.github.mnemox-ai/tradememory-protocol mcp-server🔥 Trending73+401,397
7RyanNg ai-agentStable35+144,923
8memorix mcp-serverStable33+10558
9io.github.varun369/superlocalmemory mcp-serverStable33+4197
10OMEGA Memory ai-agentStable31+6188
11io.github.dcostenco/prism-mcp mcp-serverStable26+2156
12io.github.varun29ankuS/shodh-memory ai-agentStable25+4237
13PLUR ai-agentStable23+5226
14YourMemory ai-agentStable23+3257
15Vestige mcp-serverStable22+7587
16Ombre Brain mcp-serverStable21+5145
17Prism MCP ai-agentStable17+2156
18ClawMem ai-infrastructureStable16+2192
19mnemory ai-agentStable16+5189
20qualixar/superlocalmemory mcp-serverStable16+2197
21io.github.Intina47/context-sync mcp-serverStable15+3182
22MindOS ai-agentStable14+6654
23piia-engram mcp-serverStable14+1170
24Mnemo Cortex ai-agentStable14+1146
25yantrikdb-mcp ai-agentStable14+1166
26memora ai-agentStable14+4433
27ArcRift MCP Server ai-agentStable13+3246
28AgentRecall mcp-serverStable13+2310
29io.github.aayoawoyemi/ori-memory mcp-serverStable11+1314
30telemem ai-agentStable10+2474
31io.github.iamtouchskyer/memex mcp-serverStable10+0137
32Forgetful ai-agentStable9+1285
33io.github.NickCirv/engram mcp-serverStable9+1139
34ogham-mcp mcp-serverStable7+0111
35knowledge-base-server agent-frameworkStable4+1174
36Claude Historian mcp-serverStable3+1181
37claude-recall mcp-serverStable2+1252
38MemoV ai-agentStable0+0191
39ContextKeep ai-agentStable0+0154
40Heimdall MCP Server mcp-serverStable0+0104