"Methods and Solutions for Knowledge Storage and Management" matching MCP servers:

• methods-mcp

  webwebb56

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  Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

  Last updated 2026-04-18

  Apache 2.0

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  license

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  quality

  D

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  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 2025-12-07

  18

  MIT

• vmware-storage

  zw008

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  license

  A

  quality

  A

  maintenance

  AI-powered VMware storage management for vSphere. Manage datastores, iSCSI targets, and vSAN via natural language with 11 MCP tools.

  Last updated 2026-06-17

  11

  MIT

• Divide and Conquer MCP Server

  landicefu

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  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  30

  7

  MIT

• Google Calendar and Meet MCP

  INSIDE-HAIR

  F

  license

  B

  quality

  D

  maintenance

  Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.

  Last updated 2025-08-29

  24

  2

• GCP Billing and Monitoring MCP

  RadiumGu

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  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0

• Agentic-AI-Planning-And

  cr21

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  quality

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  maintenance

  MCP server for step-by-step mathematical reasoning and planning, enabling AI agents to execute calculations and perform GUI actions like opening PowerPoint.

  Last updated 2025-04-18

  1

  Apache 2.0

• Account and Transaction MCP

  ag2-mcp-servers

  F

  license

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  quality

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  maintenance

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• Sentinel Solutions MCP Server

  noodlemctwoodle

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  Analyzes Microsoft Sentinel solutions from GitHub repositories to map data connectors to Log Analytics tables and query security content like detections and playbooks. It provides instant access to the official Content Hub or private repositories through a high-performance pre-built index.

  Last updated 2026-03-28

  23

  4

  1

  MIT

• Supabase Storage MCP

  Desmond-Labs

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  Enables secure file and bucket management operations with Supabase Storage through enterprise-grade security features, batch uploads/downloads, and comprehensive file management capabilities. Supports both local file paths and base64 data with advanced transformations and auto-download functionality.

  Last updated 2025-09-04

  10

• Reuters Business and Financial

  BACH-AI-Tools

  A

  license

  C

  quality

  D

  maintenance

  Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

  Last updated 2025-12-07

  20

  MIT

• gcp-storage-mcp

  uysalserkan

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  Enables interaction with Google Cloud Storage buckets and blobs through an MCP server, supporting operations like listing, uploading, searching, batch operations, and generating signed URLs.

  Last updated 2026-02-11

  9

  Apache 2.0

• Estaite Solutions

  Estaite-Solutions

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  quality

  B

  maintenance

  Submarket-level US residential rental intelligence for AI agents. Search, compare, rank, and analyze rent data, trends, vacancy, affordability, and days on market across 1,000+ named submarkets in the 20+ largest US metros. ZIP-level and metro-level queries included. Always current, always expanding. Free tier available.

  Last updated 2026-05-13

  1

  MIT

• MCP Server for stock and

  aahl

  A

  license

  A

  quality

  C

  maintenance

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  381

  MIT
• 

  Storacha MCP Storage Serverofficial

  storacha

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  quality

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  maintenance

  Enables AI applications to interact with decentralized storage through a standardized Model Context Protocol interface, allowing file uploads, retrievals, and identity management.

  Last updated 2025-06-28

  13

  Apache 2.0

• knowledge-mcp

  olafgeibig

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  license

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  quality

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  maintenance

  An MCP server that enables AI agents to query specialized, domain-specific knowledge bases built using the LightRAG framework for enhanced retrieval-augmented generation. It allows for managing and searching knowledge graphs and vector embeddings to provide accurate, context-aware information during an AI assistant's reasoning process.

  Last updated 2026-02-13

  54

  MIT

• Hammerspace Storage Management

  mbloomhammerspace

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  license

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  quality

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  Enables natural language management of Hammerspace storage clusters with automated file ingestion, tagging, tier management, and vector embedding generation. Supports real-time file monitoring, multi-format document processing, and Kubernetes-based ingestion workflows with Milvus integration.

  Last updated 2025-10-26

  MIT

• IBM Storage Scale MCP Server

  IBM

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  Model Context Protocol (MCP) server for interacting with IBM Storage Scale clusters, enabling management of storage resources through natural language.

  Last updated 2026-05-25

  5

• knowledge-mcp

  IsaiahDupree

  F

  license

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  quality

  C

  maintenance

  Serves locally stored knowledge bases (e.g., Trading-Knowledge, Bug-Bounty-Knowledge) to MCP agents, enabling listing, searching, and fetching documents without GitHub authentication.

  Last updated 2026-06-14

• Obsidian Knowledge Management

  TheOutcastVirus

  F

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  quality

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  maintenance

  Enables LLMs to read, search, and manage Obsidian vault markdown files, including YAML frontmatter, wikilinks, and graph operations through a secure stateless I/O layer.

  Last updated 2026-03-25