keywords:vector-database

@agentics.org/sparc2

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, a month ago0 dependents licensed under $MIT

1,664

@sridhar-mani/chromadb-ui

A React UI component library for ChromaDB integration

sridhar-mani

published version 0.1.0, 3 months ago0 dependents licensed under $GNU

374

@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, 16 days ago0 dependents licensed under $MIT

379

@morphik/mcp

MCP server for Morphik multimodal database

morphik

published version 1.0.7, 18 hours ago0 dependents licensed under $ISC

398

@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, 25 days ago0 dependents licensed under $ISC

332

mongodb-rag

RAG (Retrieval Augmented Generation) library for MongoDB Vector Search

merlynn

published version 0.83.0, 2 months ago0 dependents licensed under $MIT

343

@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, 4 months ago0 dependents licensed under $MIT

238

better-qdrant-mcp-server

MCP server for enhanced Qdrant vector database functionality

wrediaco

published version 0.1.1, a month ago0 dependents licensed under $MIT

175

@keleshteri/ai-rag

RAG (Retrieval-Augmented Generation) library for NestJS with vector database integration

keleshteri

published version 0.0.10, a month ago0 dependents licensed under $MIT

189

@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, 4 months ago0 dependents licensed under $MIT

114

mcp-turso-cloud

MCP server for integrating Turso with LLMs

spences10

published version 0.0.2, a month ago0 dependents licensed under $MIT

112

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.

cgoing

published version 1.0.10, a month ago0 dependents licensed under $MIT

149

@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, a month ago0 dependents licensed under $MIT

113

@aekanun/dev-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.

aekanun2020

published version 0.1.16, 4 months ago0 dependents licensed under $MIT

140

@mcpflow.io/mcp-rag-documentation-mcp-server

一个MCP服务器实现，提供通过向量搜索检索和处理文档的工具，使得AI助手可以在其响应中增加相关文档内容。

mcpflow.io

published version 1.0.0, 24 days ago0 dependents licensed under $MIT License

87

@alanhelmick/memorable

An AI memory system enabling personalized, context-aware interactions through advanced memory management and emotional intelligence

alanhelmick

published version 1.0.1, 11 days ago0 dependents licensed under $MIT

79

@mseep/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.