"System capable of integrating with ERP and other information system databases" matching MCP servers:

mem0 Memory System
Knowledge & Memory Vector Databases Autonomous Agents
pinkpixel-dev
A
license
B
quality
B
maintenance
A flexible memory system for AI applications that supports multiple LLM providers and can be used either as an MCP server or as a direct library integration, enabling autonomous memory management without explicit commands.
Updated 24 days ago (2026-07-25 10:22 UTC)
3
89
100
MIT
AVS Document Search System
Vector Databases Search RAG Systems
patw
A
license
-
quality
D
maintenance
A vector search system that enables semantic retrieval of document chunks using MongoDB Atlas Vector Search and Voyage AI embeddings, allowing users to search documents by meaning rather than just keywords.
Updated a year ago (2025-08-13 14:44 UTC)
2
MIT
Continuo Memory System
Knowledge & Memory Vector Databases Developer Tools
GtOkAi
A
license
-
quality
D
maintenance
Enables persistent memory and semantic search for development workflows with hierarchical compression. Store and retrieve development knowledge across IDE sessions using natural language queries, circumventing context window limitations.
Updated 10 months ago (2025-10-14 02:26 UTC)
2
AGPL 3.0
MCP RAG System
RAG Systems Vector Databases Text Summarization
nitin-kumar101
F
license
-
quality
D
maintenance
A Retrieval-Augmented Generation system that enables uploading, processing, and semantic search of PDF documents using vector embeddings and FAISS indexing for context-aware question answering.
Updated 8 months ago (2025-12-03 06:03 UTC)
AI MCP System
RAG Systems Vector Databases
venkatanaveen2078909-rgb
F
license
-
quality
D
maintenance
An MCP-compatible RAG backend using LangGraph and FastAPI, enabling chaining of AI model logic with document context search.
Updated 4 months ago (2026-04-10 15:39 UTC)
1
Product Recommendation System
Vector Databases RAG Systems E-commerce & Retail
josephazar
F
license
-
quality
D
maintenance
Enables semantic search and natural language product recommendations using ChromaDB vector store and Azure OpenAI embeddings. Supports multi-filter search by category, brand, and price with 8 specialized MCP methods for intelligent product discovery.
Updated 8 months ago (2025-12-08 01:07 UTC)
MCP RAG with ChromaDB
RAG Systems Vector Databases Search
CyprianFusi
A
license
-
quality
D
maintenance
Provides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.
Updated 8 months ago (2025-12-07 11:50 UTC)
1
MIT
Python Codebase Analysis RAG
RAG Systems Vector Databases Code Analysis
shervinemp
F
license
-
quality
D
maintenance
An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.
Updated 3 months ago (2026-05-25 23:07 UTC)
5
RAG Information Retriever
RAG Systems Vector Databases Search
ChandrahaasJ
F
license
-
quality
D
maintenance
An MCP server that implements Retrieval-Augmented Generation to efficiently retrieve and process important information from various sources, providing accurate and contextually relevant responses.
Updated a year ago (2025-06-13 04:57 UTC)
MCP Server + Document Memory
RAG Systems Knowledge & Memory Vector Databases
MarvelEyiosa
F
license
-
quality
D
maintenance
Enables AI systems to remember interactions, understand document context through semantic search, and intelligently route requests with persistent memory and quality-scored content synthesis.
Updated 8 months ago (2025-12-05 14:44 UTC)
MCP Memory Server with Qdrant
Knowledge & Memory Vector Databases RAG Systems
delorenj
A
license
-
quality
D
maintenance
Facilitates knowledge graph representation with semantic search using Qdrant, supporting OpenAI embeddings for semantic similarity and robust HTTPS integration with file-based graph persistence.
Updated a year ago (2025-03-02 19:10 UTC)
53
24
MIT
MCP Qdrant Server with OpenAI
Vector Databases Search RAG Systems
amansingh0311
F
license
-
quality
D
maintenance
This server enables semantic search capabilities using Qdrant vector database and OpenAI embeddings, allowing users to query collections, list available collections, and view collection information.
Updated a year ago (2025-07-17 20:01 UTC)
7
RAG MCP Server with Streamable
RAG Systems Vector Databases Documentation Access
aekanun2020
F
license
-
quality
C
maintenance
Enables hybrid search (BM25 + semantic with RRF) over documentation, with Thai language support. It exposes MCP tools for adding documents and searching via Qdrant and Ollama/OpenAI, using a stateless Streamable HTTP transport.
Updated 14 days ago (2026-08-04 08:10 UTC)
Document Assistant
RAG Systems Vector Databases Search
manojsarkar457
A
license
-
quality
B
maintenance
Enables natural language search and analysis of uploaded PDF, CSV, and Excel documents using retrieval-augmented generation and MCP tools, providing contextual answers to user queries.
Updated 7 days ago (2026-08-11 07:13 UTC)
MIT
local_lense
RAG Systems Vector Databases Search
Jaxsbr
A
license
-
quality
D
maintenance
A local RAG-powered documentation search system that uses vector embeddings and Qdrant to enable semantic search across markdown, HTML, and other file formats. It provides an MCP interface for AI tools like Cursor to intelligently query and retrieve information from local knowledge bases.
Updated 7 months ago (2026-01-12 22:59 UTC)
MIT
knowledge-rag
RAG Systems Vector Databases Knowledge & Memory
lyonzin
A
license
A
quality
A
maintenance
Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.
Updated 4 days ago (2026-08-14 02:06 UTC)
13
252
MIT
Cloudscape Docs MCP Server
RAG Systems Vector Databases Documentation Access
praveenc
A
license
A
quality
D
maintenance
Provides semantic search over AWS Cloudscape Design System documentation using natural language queries, enabling AI assistants to efficiently find and retrieve component documentation with token-efficient responses.
Updated 9 months ago (2025-11-27 07:48 UTC)
2
2
MIT
Chronicle Beta
RAG Systems Vector Databases
AnirudhB-6001
A
license
A
quality
D
maintenance
A local-first personal RAG memory system that turns AI conversation history into a searchable, retrievable knowledge base via MCP, enabling LLMs to semantically search past conversations.
Updated 5 months ago (2026-03-29 23:01 UTC)
2
8
AGPL 3.0
MCP RAG
RAG Systems Vector Databases Knowledge & Memory
kalicyh
F
license
A
quality
C
maintenance
Intelligent knowledge base system that enables users to process documents in 25+ formats, perform semantic search and Q\&A through vector retrieval. Supports multiple AI models including OpenAI and DouBao with local processing capabilities.
Updated 5 months ago (2026-03-27 09:01 UTC)
10
6
MemoVault
Knowledge & Memory Vector Databases RAG Systems
Blvckjs96
A
license
A
quality
D
maintenance
A personal memory system that provides AI assistants with long-term memory capabilities through semantic search and vector storage. It enables Claude Code to store, retrieve, and manage personal context and project preferences using flexible LLM backends.
Updated 4 months ago (2026-04-17 22:03 UTC)
8
MIT