"GIS data acquisition for disaster detection and risk prediction" matching MCP servers:

• CVE Risk MCP Server

  sarveshkapre

  A

  license

  -

  quality

  C

  maintenance

  Enables CVE lookups and risk assessment by integrating CISA Known Exploited Vulnerabilities (KEV) data and CVSS metrics. It helps users prioritize patching efforts by ranking vulnerabilities based on exploitation status and calculated risk scores.

  Last updated 2026-02-12

  MIT

• data-detective

  themroats

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that gives AI assistants the ability to connect to, query, profile, and monitor data sources — turning any LLM into an interactive data engineering copilot.

  Last updated 2026-02-28

  MIT

• CI-1T Prediction Stability

  collapseindex

  A

  license

  A

  quality

  B

  maintenance

  Prediction stability engine for AI agents. Evaluate model stability, detect ghosts, probe any LLM for instability, monitor fleet drift. 20 tools + 1 resource. Works with Claude, Cursor, VS Code.

  Last updated 2026-02-28

  20

  20

  1

  Unlicense - libtelnet variant

• SORACOM Data Reader MCP

  leaveanest

  A

  license

  A

  quality

  D

  maintenance

  Enables access to SORACOM IoT platform data including Harvest sensor data, file storage, SoraCam camera footage/events, and SIM statistics through authenticated API calls.

  Last updated 2025-12-05

  5

  MIT

• MCP Server for Splunk

  deslicer

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

  Last updated 2026-07-20

  53

  27

  Apache 2.0

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  license

  C

  quality

  D

  maintenance

  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
• 

  Microsoft Sentinel Dataofficial

  microsoft

  A

  license

  -

  quality

  D

  maintenance

  Enables searching for relevant tables and retrieving data from Microsoft Sentinel's data lake using natural language, supporting security hunting scenarios like password-spray detection and impossible travel checks.

  Last updated 2026-01-14

  1

  MIT

• Live Marketing Data MCP

  AR2OUR

  A

  license

  -

  quality

  C

  maintenance

  Connect AI assistants to live Meta Ads, GA4, and Google Search Console data. 100% local, credentials machine-locked and encrypted. Supports Claude Desktop, Cursor, Windsurf, Cline, and more.

  Last updated 2026-03-30

  1

  MIT

• operational-data-mcp

  leemarcum

  A

  license

  -

  quality

  C

  maintenance

  MCP server that unifies real-time telemetry from industrial systems into a single queryable interface, enabling production visibility, anomaly detection, and operational insights.

  Last updated 2026-06-23

  4

  MIT

• mcp-connector-for-akamai

  amankrokx

  A

  license

  -

  quality

  D

  maintenance

  An unofficial MCP server that connects AI assistants to Akamai APIs, providing tools for edge diagnostics, debugging, and network analysis.

  Last updated 2026-03-13

  8

  1

  MIT

• Anomaly Detection MCP Server

  Javoo-bot

  F

  license

  -

  quality

  D

  maintenance

  A server that enables LLMs to detect anomalies in sensor data by providing tools for data retrieval, analysis, visualization, and corrective action execution.

  Last updated 2025-06-02

• Data Analysis MCP Server

  boyzhang666

  F

  license

  -

  quality

  C

  maintenance

  Provides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.

  Last updated 2026-03-20

  5
• 

  MCP Server for vmanomalyofficial

  VictoriaMetrics

  A

  license

  -

  quality

  A

  maintenance

  MCP server that integrates with VictoriaMetrics vmanomaly API to enable AI-assisted anomaly detection, model management, and configuration generation.

  Last updated 2026-07-26

  9

  Apache 2.0
• 

  Arkheia Hallucinationofficial

  arkheiaai

  A

  license

  -

  quality

  B

  maintenance

  Detect fabrication and hallucination in any LLM output. Score responses from GPT-4o, Claude, Gemini, Llama and 30+ models. Free tier included.

  Last updated 2026-07-16

  1

  MIT

• MCP-Sentinel

  RoshiniMlakshmana

  A

  license

  -

  quality

  C

  maintenance

  A safety guard for AI assistants that inspects actions (file reads, queries, etc.) and classifies them as SAFE, SUSPICIOUS, or BLOCK with explanations, using both known-attack patterns and behavior-based zero-day detection.

  Last updated 2026-07-16

  MIT

• mcp-hayabusa

  chiomao23

  F

  license

  -

  quality

  C

  maintenance

  Enables EVTX (Windows Event Log) analysis via Hayabusa, providing tools to scan event logs and retrieve detection rules.

  Last updated 2026-07-15

• MCP Server for langfuse

  z9905080

  A

  license

  C

  quality

  C

  maintenance

  An MCP server implementation that integrates AI assistants with Langfuse workspaces, allowing models to query LLM metrics by time range.

  Last updated 2025-08-12

  1

  2

  3

  Apache 2.0
• 

  VAST Admin MCP Serverofficial

  vast-data

  A

  license

  -

  quality

  C

  maintenance

  MCP server for VAST Data administration, enabling AI assistants to monitor, list, and manage VAST clusters.

  Last updated 2026-06-12

  11

  Apache 2.0

• MCP Server for WinDbg Crash

  swesmith-repos

  A

  license

  -

  quality

  -

  maintenance

  Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote debugging through natural language queries, enabling execution of debugger commands and automated crash analysis.

  Last updated 2025-12-27

• OPTIX: Operational Platform

  AdamWaldie

  A

  license

  -

  quality

  C

  maintenance

  A standalone Python/FastAPI server that implements the Model Context Protocol (MCP) for the OPTIX threat intelligence platform. It exposes 26 analyst-friendly tools that AI assistants and programmatic consumers can use to query threat feeds, search documents and indicators, manage watchlists, triage IOCs, generate detection rules, trigger AI research, and produce intelligence reports.

  Last updated 2026-04-24

  MIT