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MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10071#data-ai3926#development1171#finance871#productivity810#devops-infra806#python551#gcp371
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Popular tags

Showing 14 of 86 MCP tools

stdiosrc
0 stars

Mcp Ogc

Expose OGC WMS and WFS geospatial services as Model Context Protocol tools

Verified
github-topic:model-context-protocolSynced 3mo ago
2 tools
Active/4mo ago/Medium signal
maps-geomaps-geo
stdiosrc
0 stars

Citysense

Provide tools for geospatial retrieval and analysis to support urban planning, SDG 11 goals, and research-grade city data projects.

Verified
github-topic:mcpSynced 4mo ago
Active/4mo ago/Medium signal
maps-geomaps-geo
stdionpx
0 stars

Gods Eye Geospatial Mcp

Gods Eye — sovereign geospatial awareness MCP. Wraps open, non-US-dependent APIs (ESA Copernicus Sentinel-1/2/3/5p, OpenStreetMap, Overture, Ordnance Survey UK, INSPIRE EU, DEFRA) behind the MEOK Care Membrane ethics gate. For AI-agent situational awareness, environmental compliance, disaster response. Not for kinetic operations. By MEOK AI Labs.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
2 tools
Active/3mo ago/Medium signal
maps-geomaps-geo
stdiosrc
0 stars

Coordinationhub

Lightweight MCP server that coordinates multiple AI coding agents. Prevents overwrite conflicts via file locking, agent tracking, change notifications, and live dashboards. Zero third-party dependencies.

Verified
github-topic:mcpSynced 3mo ago
6 tools
Active/3mo ago/Medium signal
maps-geomaps-geo
stdionpx
0 stars

Starlink Blade Mcp

Starlink dish MCP server — local gRPC monitoring, alerts, obstruction mapping, and hardware control. No cloud API or credentials required.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
22 tools
Active/5mo ago/Medium signal
maps-geomaps-geo
stdiosrc
0 stars

Claude Code Map

Map Claude Code projects with a clear MCP-driven view of files, paths, and structure

Verified
github-topic:mcpSynced 2mo ago
Active/1d ago/Medium signal
maps-geomaps-geo
stdiodocker
0 stars

Geo News Mcp

Verified
smitherySynced 3mo ago
Stale/1y ago/Low signal
maps-geomaps-geo
stdionpx
0 stars

Spatix

Maps in seconds. AI-assisted geospatial tools for turning plain-language requests into useful map outputs.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
1 tools
Active/3mo ago/Medium signal
maps-geomaps-geo
stdiosrc
0 stars

Mcp Osm

OpenStreetMap MCP server (Python/FastMCP) + Microsoft Agent Framework agent (C#/.NET 9) with Ollama LLM. Geocoding via Nominatim, POI via Overpass, routing via OSRM. Docker Compose multi-profile (dev/prod/gpu/cpu), GitHub Actions CI, Azure Container Apps deploy.

Verified
github-topic:model-context-protocolSynced 4mo ago
54 tools
Active/4mo ago/Medium signal
maps-geomaps-geopython
stdiodocker
0 stars

Geoaoi

Area-of-interest geospatial helper: bounding boxes, geofence checks, and change-event diffs from coordinate logs.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
3 tools
Active/3mo ago/Medium signal
maps-geomaps-geo
stdiodocker
0 stars

Biascope

Embedded bias probe suite — demographic / occupational / geographic

Verified
github-topic:mcp-serverSynced 3mo ago
2 tools
Active/3mo ago/Medium signal
maps-geomaps-geo
stdiosrc
0 stars

Researcher Skill

Build focused research for Claude Code with one skill, three reference packs, and a clear workflow for mapping, judging, and synthesizing sources

Verified
github-topic:mcpSynced 4mo ago
Active/4mo ago/Medium signal
maps-geomaps-geo
stdiosrc
0 stars

Enterprise Ai Scenario Map Skill

Generate AI scenario map reports for any company with research, use case discovery, priority ranking, and rollout plans

Verified
github-topic:mcpSynced 3mo ago
Active/3mo ago/Medium signal
maps-geomaps-geo
stdionpx
0 stars

geoagentic-mcp

Remote MCP server for querying Slovenian cadastral and geospatial data via GeoAgentic.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
Active/4mo ago/Medium signal
maps-geomaps-geo
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