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Image understanding for AI agents — analyze and describe any image via the three.ws pipeline.
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DevOps and infrastructure Official MCP Registry · npm Local APACHE-2.0
MG
Ms Graph io.github.nitin27may/ms-graph-mcp 2.6 · 51/100 Microsoft Graph MCP server — 85 tools for mail, calendar, Teams, files, SharePoint, and Entra ID
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Files and storage Official MCP Registry · PyPI Local MIT
ND
Nova Data io.github.nordfox903-tech/nova-data 2.6 · 51/100 MCP server: Russian market analytics (fl.ru + Petrovich). 11 tools (3 free + 8 paid), x402
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Data warehouses and analytics Official MCP Registry · PyPI Local MIT
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Freedom-of-information requests for Germany via FragDenStaat.de, the froide FOI portal.
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Other Official MCP Registry · PyPI Local MIT
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Read-only Yandex analytics for AI agents: Metrika, Webmaster, Direct and Wordstat.
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Data warehouses and analytics Official MCP Registry · PyPI Local MIT
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MCP server for Generate-Data.com: dataset generation, AI schema design, Project management.
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Project management Official MCP Registry · PyPI Local MIT
VE
Verso io.github.nvlang/verso 2.6 · 51/100 MCP server to read Verso-generated documentation sites (e.g., the Lean Language Reference).
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Docs and knowledge bases Official MCP Registry · PyPI Local APACHE-2.0
AL
Aseprite Live io.github.oaktreegames/aseprite-live-mcp 2.6 · 51/100 Live+headless Aseprite MCP: Unity export, art-QA, tilemaps, in-editor dialogs, update-aware
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Developer tools Official MCP Registry · PyPI Local MIT
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NOAA CO-OPS tides, water levels, currents, and meteorological data
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Maps and location Official MCP Registry · PyPI Local MIT
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Access ocean data from 80+ ERDDAP servers worldwide
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Other Official MCP Registry · PyPI Local MIT
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NHC storm tracks, forecast advisories, watches/warnings, and HURDAT2 data
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Maps and location Official MCP Registry · PyPI Local MIT
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NOAA OFS regional ocean model forecasts — water level, temperature, salinity
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Maps and location Official MCP Registry · PyPI Local MIT
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Hurricane reconnaissance data — HDOB flight observations, Vortex Data Messages, SFMR, and ATCF fixes
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Maps and location Official MCP Registry · PyPI Local MIT
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NOAA RTOFS global ocean forecast — SST, salinity, currents, depth profiles via HYCOM THREDDS
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Maps and location Official MCP Registry · PyPI Local MIT
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NOAA STOFS storm surge forecasts, observation validation, and OPeNDAP data
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Maps and location Official MCP Registry · PyPI Local MIT
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USGS Water Services streamflow, flood stages, and peak events via waterservices.usgs.gov
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Calendar and scheduling Official MCP Registry · PyPI Local MIT
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GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
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Maps and location Official MCP Registry · PyPI Local MIT
OC
Ocm io.github.ocm-mcp-server/ocm-mcp-server 2.6 · 51/100 Guardrailed fleet ops for AI agents: multi-cluster Kubernetes via OCM with policy, approval, audit.
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DevOps and infrastructure Official MCP Registry · PyPI Local APACHE-2.0
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Microsoft 365 administration via Graph API application permissions (read-only by default).
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Office documents and spreadsheets Official MCP Registry · npm Local MIT
IM
IntakeQ MCP io.github.oktopeak/intakeq-mcp 2.6 · 51/100 IntakeQ/PracticeQ MCP connector with HIPAA §164.312(b) audit logging on every PHI read/write
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Monitoring and observability Official MCP Registry · npm Local MIT