Vector Databases — AI projects ranked by growth

32 tracked AI & agent projects in the Vector Databases 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 Vector Databases projects, ranked

#ProjectCategorySignalScoreΔ★ 7dTotal ★
1iai-mcp ↗ai-agent🔥 Trending80+20347
2knowledge-rag ↗ai-infrastructure🔥 Trending79+37234
3io.github.giancarloerra/socraticode ↗ai-infrastructure🌱 Emerging60+423,123
4Symbol Delta Ledger ↗mcp-serverStable46+17448
5LlamaIndex ↗ai-infrastructureStable33+15850,939
6chonkie ↗ai-infrastructure🌱 Emerging33+764,512
7io.github.varun369/superlocalmemory ↗mcp-serverStable33+4197
8io.github.shinpr/mcp-local-rag ↗mcp-serverStable31+7346
9io.github.dcostenco/prism-mcp ↗mcp-serverStable26+2156
10io.github.varun29ankuS/shodh-memory ↗ai-agentStable25+4237
11Elasticsearch MCP Server ↗mcp-serverStable24+5697
12Vestige ↗mcp-serverStable22+7587
13muvon/octocode ↗mcp-serverStable19+7433
14Prism MCP ↗ai-agentStable17+2156
15io.github.Lyellr88/marm-mcp-server ↗mcp-serverStable17+2314
16VCPToolBox ↗agent-frameworkStable16+102,193
17ClawMem ↗ai-infrastructureStable16+2192
18mnemory ↗ai-agentStable16+5189
19qualixar/superlocalmemory ↗mcp-serverStable16+2197
20yantrikdb-mcp ↗ai-agentStable14+1166
21io.github.aayoawoyemi/ori-memory ↗mcp-serverStable11+1314
22ogham-mcp ↗mcp-serverStable7+0111
23chromem-go ↗ai-infrastructureStable4+71,030
24Govcraft/rust-docs-mcp-server ↗mcp-serverStable2+1287
25memento-mcp ↗mcp-serverStable1+1425
26BambooAI ↗ai-infrastructureStable1+1784
27GPTDiscord ↗ai-infrastructureStable0+01,850
28Magick ↗agent-frameworkStable0+0841
29M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository ↗ai-infrastructureStable0+0277
30DeepContext ↗mcp-serverStable0+0276
31mcp-ragdocs ↗mcp-serverStable0+0265
32MegaMemory ↗ai-agentStable0+0176