Vector Databases — AI projects ranked by momentum

23 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 2026-06-18 · scores for week of 2026-06-08 · updated weekly

All Vector Databases projects, ranked

#ProjectCategorySignalΔ★ 7dTotal ★
1io.github.varun369/superlocalmemory ↗mcp-serverStable+9188
2io.github.dcostenco/prism-mcp ↗mcp-serverStable+3147
3io.github.shinpr/mcp-local-rag ↗mcp-serverStable+11318
4io.github.giancarloerra/socraticode ↗ai-infrastructureStable+1103,002
5muvon/octocode ↗mcp-serverStable+6402
6Vestige ↗mcp-serverStable+8557
7LlamaIndex ↗ai-infrastructureStable+13150,200
8io.github.varun29ankuS/shodh-memory ↗ai-agentStable+2219
9io.github.Lyellr88/marm-mcp-server ↗mcp-serverStable+2305
10BambooAI ↗ai-infrastructureStable+0777
11GPTDiscord ↗ai-infrastructureStable-11,854
12Magick ↗agent-frameworkStable-1838
13io.github.aayoawoyemi/ori-memory ↗mcp-serverStable+0310
14Govcraft/rust-docs-mcp-server ↗mcp-serverStable+0281
15Elasticsearch MCP Server ↗mcp-serverNo score yet+0675
16memento-mcp ↗mcp-serverNo score yet+0420
17Symbol Delta Ledger ↗mcp-serverNo score yet+0369
18M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository ↗ai-infrastructureNo score yet-1276
19DeepContext ↗mcp-serverNo score yet+0276
20mcp-ragdocs ↗mcp-serverNo score yet+0265
21ClawMem ↗ai-infrastructureNo score yet+1186
22mnemory ↗ai-agentNo score yet+1165
23ogham-mcp ↗mcp-serverNo score yet+0109