semantic-search — AI projects ranked by growth

32 tracked AI & agent projects in the semantic-search topic, 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 semantic-search projects, ranked

#ProjectCategorySignalScoreΔ★ 7dTotal ★
1iai-mcp ↗ai-agent🔥 Trending80+20347
2knowledge-rag ↗ai-infrastructure🔥 Trending79+37234
3memtrace ↗ai-agent🔥 Trending79+58435
4Semantic Notes Vault MCP ↗mcp-serverStable74+19440
5second-brain-cloudflare ↗mcp-server🌱 Emerging63+72609
6io.github.giancarloerra/socraticode ↗ai-infrastructure🌱 Emerging60+423,123
7Zotero MCP ↗mcp-serverStable44+1004,329
8code-graph-rag ↗ai-infrastructureStable34+152,324
9io.github.varun369/superlocalmemory ↗mcp-serverStable33+4197
10OMEGA Memory ↗ai-agentStable31+6188
11io.github.shinpr/mcp-local-rag ↗mcp-serverStable31+7346
12Airweave Search ↗ai-infrastructureStable27+106,487
13io.github.dcostenco/prism-mcp ↗mcp-serverStable26+2156
14qdrant/mcp-server-qdrant ↗mcp-serverStable23+71,472
15muvon/octocode ↗mcp-serverStable19+7433
16Octocode MCP - AI Context Platform ↗mcp-serverStable18+6895
17Prism MCP ↗ai-agentStable17+2156
18io.github.Lyellr88/marm-mcp-server ↗mcp-serverStable17+2314
19qualixar/superlocalmemory ↗mcp-serverStable16+2197
20memora ↗ai-agentStable14+4433
21Snip ↗ai-agentStable13+5238
22io.github.aayoawoyemi/ori-memory ↗mcp-serverStable11+1314
23telemem ↗ai-agentStable10+2474
24CodeGraph CLI MCP Server ↗ai-agentStable6+8843
25st3v3nmw/sourcerer-mcp ↗mcp-serverStable5+1119
26Axon.MCP.Server ↗mcp-serverStable4+0165
27com.apple-rag/mcp-server ↗mcp-serverStable4+0117
28Govcraft/rust-docs-mcp-server ↗mcp-serverStable2+1287
29databerry ↗agent-frameworkStable0+12,961
30M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository ↗ai-infrastructureStable0+0277
31HubSpot MCP Server ↗mcp-serverStable0+0128
32Needle MCP Server ↗mcp-serverStable0+099