MCP.so
Sign In

MCP Server

@JanithSilva

Repository

About MCP Server

MCP server that provides tools for metadata retrieval from SharePoint and entity retrieval from a Neo4j knowledge graph using semantic similarity search.

#mcp-server#metadata-retrieval#knowledge-graph

Basic information

Category

Memory & Knowledge

Runtime

python

Transports

stdio

Publisher

JanithSilva

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "mcp-server-janithsilva": {
      "command": "python",
      "args": [
        "-m",
        "venv",
        "venv"
      ]
    }
  }
}

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is MCP Server?

A Python-based server that provides tools for retrieving metadata from SharePoint's 'Documents' library and querying a Neo4j knowledge graph using semantic similarity search. Built on the FastMCP framework, it is intended for applications needing structured document metadata and entity-relationship information.

How to use MCP Server?

Clone the repository, create a Python virtual environment, install dependencies from requirements.txt, and configure environment variables in a .env file (including SharePoint credentials, Neo4j URI, and embedding model settings). Start the server with python mcp_server.py, then invoke the metadata_retrieve or entity_retrieve tools.

Key features of MCP Server

  • Retrieves structured metadata from SharePoint Documents library
  • Queries Neo4j knowledge graph with semantic similarity search
  • Built on FastMCP framework for tool management
  • Configurable via environment variables
  • Uses semantic embedding for entity retrieval

Use cases of MCP Server

  • Automating metadata extraction from SharePoint for document management
  • Finding relevant entities and relationships in a knowledge graph via natural language queries
  • Integrating document metadata with knowledge graph data for enhanced search
  • Enabling AI assistants to access structured information from both sources

FAQ from MCP Server

What systems does MCP Server integrate with?

SharePoint (Documents library) for metadata and Neo4j for knowledge graph entities. It also requires an embedding model API endpoint and key for semantic search.

What are the prerequisites for running MCP Server?

Python 3.x, a running Neo4j database, access credentials for SharePoint, and an embedding model API (e

Comments

More Memory & Knowledge MCP servers

MCP Apple Notes

RafalWilinski

Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.

401

Memory Bank MCP Server

alioshr

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

913

Context Portal MCP (ConPort)

GreatScottyMac

Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.

763

Basic Memory

basicmachines-co

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

3.4K

Ultimate Google Docs & Drive MCP Server

a-bonus

The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.

605