Mcp Semantic Retrieval Vector Databases
There are 7 mcp semantic retrieval tools tracked. The highest-rated is starkbaknet/project-vectorizer at 40/100 with 2 stars.
Get all 7 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=vector-db&subcategory=mcp-semantic-retrieval&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
starkbaknet/project-vectorizer
A CLI tool that vectorizes codebases, stores them in a database, tracks... |
|
Emerging |
| 2 |
panbanda/islands
Multi-repo semantic code search for AI assistants using LEANN in Rust with... |
|
Experimental |
| 3 |
joh09876544/quickcontext
Provide fast local code search, indexing, and retrieval using Rust and... |
|
Experimental |
| 4 |
igorbeethetech/skills
Public repo for skills |
|
Experimental |
| 5 |
tannernicol/grimoire
Hybrid FTS5 + vector search for security knowledge, served over MCP for... |
|
Experimental |
| 6 |
rekon307/VaultMind
Semantic search for your Obsidian vault - MCP server with hybrid search |
|
Experimental |
| 7 |
aoki-h-jp/producthunt-mcp-research
Archive and search Product Hunt data locally with Qdrant + MCP (GraphQL,... |
|
Experimental |