MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
A curated list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation tasks.
MCPLink onlyFew stars
GIS_SKILL_v1.0包含基础底座(4) | 标准与规范(6) | 软件工具(13) | 开发与自动化(8) | 实战与避坑(5) | 现代GIS技术栈(7) | 自进化机制(1)
SkillLink only★ 7
Merkle-enhanced codebase mapping for AI agents. O(1) change detection, zero-token staleness prevention.
SkillLink only★ 4Few stars
Claude Code plugin marketplace by shihwesley — codebase mapping, documentation, research sandboxes, and developer productivity tools
MCPLink only★ 2Few stars
Codex-first codebase mapping tool powered by parallel AI subagents
SkillLink only★ 3Few stars
GenAI Span Mapper MCP public documentation modeled after the MiroFish docs pattern.
Hosted by authorMITFew starsNo key
Prep in steps: Bulletin Explanation, Real Case Mapping, Mock Exams, Offline Flashcards, etc.
SkillLink only★ 4Few stars
AST-driven JavaScript polyfill & syntax transform analyzer with 1:1 source mapping and Web Platform Baseline recommendations
SkillLink only★ 2Few stars
The complete guide to China financial business laws and regulations, mapping out the entire operational chain.中国金融业务全链条法律规范，包括但不限于各个部委厅局发出的文件。支持Chatgpt、Claude、Common（Kimi、DeepSeek、腾讯元宝、文心）、Qwen（千问）、Do
SkillLink only★ 3Few stars
Open library of agent skills mapping a Civic operating systems to human + AI-agent + robot roles, with human-accountability boundaries.
SkillLink only★ 2Few stars
Follow the mechanisms. Investigate money, power, and influence with an AI skill and an offline interactive evidence atlas.
SkillLink only★ 3Few stars
Simulate evidence-grounded timelines from a point of change, mapping causes, people, and branching futures with disciplined uncertainty.
SkillLink only★ 2Few stars
A Codex/Claude skill for mapping semantic branches in drafts and killing loose thesis hydras
SkillLink only★ 4Few stars
🚨 An automated PR crisis response planner. Builds and scores media damage-control strategies using SCCT frameworks and stakeholder mapping. 🛡️
SkillLink only★ 4Few stars
AI agent skills for cybersecurity sales — compliance mapping, regulatory intelligence, and sales automation
SkillLink only★ 2Few stars
Verify remote-sensing sample points with high-res imagery + Sentinel-2 time series; label detailed land-cover classes with blind review and QC reports.
SkillLink onlyFew stars
This is a skill that allows AI to write mapboxgl custom layers efficiently and correctly.
SkillLink only★ 1Few stars
Business-aware keyword and content planning for Codex, with evidence checks, existing-page mapping, content briefs, and cluster maps. For personal use; continuously updated. Ideas or questions? Contac
SkillLink onlyFew stars
Claude skills for drone pilot workflows: photogrammetry, orthomosaics, mapping. Every skill tested on real workflows before it ships.
SkillLink onlyFew stars
Apify keyword search-volume/CPC and Google Ads Transparency examples: n8n keyword-to-CSV workflow, Google Sheets mapping, MCP setup, and SEO research tutorials.
MCPLink onlyFew stars
Index of repos mapping out (snapshots/updated) parts of the huge world of AI of particular interest to me
SkillLink only★ 1Few stars
论文排版 skills for Codex and Claude: automatic DOCX thesis formatting with backups, structure mapping, and custom format support
SkillLink only★ 1Few stars
Who stands behind it
