keywords:vector-database

@alvinveroy/codecompass

AI-powered MCP server for codebase navigation and LLM prompt optimization

alvinveroy

published version 1.5.6, 4 days ago0 dependents licensed under $MIT

5,200

qdrant-search-mcp-server

MCP server to search qdrant database

rinormaloku

published version 0.5.5, 8 days ago0 dependents licensed under $MIT

626

chonkie

🦛 CHONK your texts in TS with Chonkie!✨The no-nonsense lightweight and efficient chunking library.

shreyash_nm

published version 0.2.5, 4 days ago0 dependents licensed under $MIT

596

@morphik/mcp

MCP server for Morphik multimodal database

morphik

published version 1.0.8, a month ago0 dependents licensed under $ISC

384

create-nodex

CLI tool to create modern Node.js projects with TypeScript, AI capabilities, and more

openoceandev

published version 1.2.5, 21 days ago0 dependents licensed under $MIT

472

@hannesrudolph/mcp-ragdocs

An MCP server for semantic documentation search and retrieval using vector databases to augment LLM capabilities.

hannesrudolph

published version 1.1.0, 5 months ago0 dependents licensed under $MIT

411

mongodb-rag

RAG (Retrieval Augmented Generation) library for MongoDB Vector Search

merlynn

published version 0.83.0, 3 months ago0 dependents licensed under $MIT

265

SPARC 2.0 - Autonomous Vector Coding Agent + MCP. SPARC 2.0, vectorized AI code analysis, is an intelligent coding agent framework built to automate and streamline software development. It combines secure execution environments, and version control into

ruvnet

published version 2.0.24, 2 months ago0 dependents licensed under $MIT

244

@kazuph/mcp-qdrant-docs

An MCP server that scrapes websites, indexes content into Qdrant, and provides a query tool.

kazuph

published version 0.8.7, 2 months ago0 dependents licensed under $MIT

139

mcp-turso-cloud

MCP server for integrating Turso with LLMs

spences10

published version 0.0.3, 22 days ago0 dependents licensed under $MIT

192

dcpe-js

Distance Comparison Preserving Encryption for secure searchable vector embeddings

ayesha_imr

published version 0.1.2, 10 days ago0 dependents licensed under $MIT

166

better-qdrant-mcp-server

MCP server for enhanced Qdrant vector database functionality

wrediaco

published version 0.1.1, 2 months ago0 dependents licensed under $MIT

163

@sanderkooger/mcp-server-ragdocs

An MCP server for semantic documentation search and retrieval using vector databases to augment LLM capabilities.

sanderkooger

published version 1.2.6, 2 months ago0 dependents licensed under $MIT

130

@qpd-v/mcp-server-ragdocs

A Model Context Protocol server for fetching and storing documentation in a vector database, enabling semantic search and retrieval to augment LLM capabilities with relevant documentation context.

qpd-v

published version 0.1.6, 5 months ago0 dependents licensed under $MIT

116

@totoy/totoy-mcp

MCP Server for Totoy Document AI. Explain documents in simple, plain or detailed language and create Knowledge Bases from your documents in 19 languages.

totoy

published version 0.0.4, 2 months ago0 dependents licensed under $ISC

98

@abutbul/mcp-ragdocs

An MCP server for semantic documentation search and retrieval using vector databases to augment LLM capabilities.

abutbul

published version 1.1.2, 3 months ago0 dependents licensed under $MIT

71

memory-vector-store

A lightweight memory-based vector store with persistent storage support for both Node.js and browser environments. Efficiently store, retrieve, and search vector embeddings with minimal dependencies.