"Tips and tools for creating a graph" matching MCP servers:

• Graph-Tools

  dromologue

  -

  security

  F

  license

  -

  quality

  Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  Last updated 9 months ago

• Elasticsearch Knowledge Graph

  j3k0

  A

  security

  F

  license

  A

  quality

  Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.

  Last updated 5 months ago

  20

  11

  19

• CFM Tips - Cost Optimization

  aws-samples

  -

  security

  F

  license

  -

  quality

  A comprehensive Model Context Protocol server that analyzes AWS costs and provides optimization recommendations by integrating with services like Cost Explorer, Cost Optimization Hub, and Trusted Advisor.

  Last updated 11 days ago

  26

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  A

  quality

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 4 months ago

  18

  MIT

• MCP Tools for Obsidian

  jacksteamdev

  -

  security

  A

  license

  -

  quality

  A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.

  Last updated 9 months ago

  674

  MIT

• graph-tool-call

  SonAIengine

  A

  security

  A

  license

  A

  quality

  Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.

  Last updated 5 days ago

  6

  4

  MIT