MCP servers and skills: search, filter by where they run, and compare.
A curated list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation tasks.
MCPLink onlyFew stars
Governance substrate for your AI coding agents — adversarial review, drift-detected rules, immutable audit, closed-loop telemetry
SkillMIT★ 23No key
Facts-driven job application autofill for Greenhouse, Ashby, Lever, and Workable. ~99% fewer tokens than agent loops, with deterministic mapping, verified fills, and no invented answers.
SkillMIT★ 5No key
Intent-based MCP server for project documentation search. Maps natural language queries to the right sources automatically—no configuration needed. The standard for AI agent documentation search.
Node.jsMIT★ 9No key
SkillMIT★ 8No key
📜 Research-backed insurance contract advisor grounded in 25 peer-reviewed scientific papers. Maps risk scenarios to coverage gaps, calculates replacement cost valuations, and enforces provenance-back
SkillMIT★ 4Few starsNo key
Agent skill that turns your mobile app's real screenshots into a user story map: swimlanes by topic, a tree for branching flows, and an architecture map, all from one editable stories.yaml.
SkillMIT★ 4Few starsNo key
SkillMIT★ 4Few starsNo key
Full GIS Skills for your AI(Claude,Opencode,etc)_Supercharge your AI to Do GIS Work at Once
SkillMIT★ 4Few starsNo key
Claude/agent skill: account mapping. Lists the current people in the roles you name at your target accounts, from LinkedIn's public pages, in role buckets with coverage per account. Powered by Apify A
SkillMIT★ 2Few starsNo key
SkillApache-2.0★ 3Few starsNo key
Creating, writing, or scaffolding a SquadJS plugin, adding a server-side feature to a Squad server via SquadJS, or deciding whether SquadJS can support a desired behaviour
SkillGPL-3.0★ 5No key
Convert Agent Skills (SKILL.md) format to OpenAI Codex plugin bundles — stdlib-only, enforces official manifest hard constraints
SkillApache-2.0★ 1Few starsNo key
OPUS-ET-AGENT: An agentic workflow for cryo-ET that turns raw movies into molecular sociology
SkillMIT★ 1Few starsNo key
Plan, assess, and differentiate — everything a teacher needs in one pack.
SkillMIT★ 1Few starsNo key
An AI agent skill that generates IEEE-format LaTeX technical reports from your codebase — zero code artifacts, pseudocode only, BibTeX included.
SkillMIT★ 6No key
SkillGPL-3.0★ 7No key
An AI agent skill that facilitates Object-Oriented UX (OOUX) sessions — guiding users through Sophia Prater's ORCA process step by step, producing Object Maps, CTA Matrices, and more.
SkillMIT★ 4Few starsNo key
A suite of Claude Code skills that keep a project's record, roadmap, docs and tooling honest — a secretary to coding, not the coder.
SkillMIT★ 1Few starsNo key
This is an ANSI Art skill for those curious souls who want their AI to generate some ansi art
SkillApache-2.0★ 3Few starsNo key
Ultra-sparse adaptation of 1-bit LLMs via XOR patches for Rust
SkillApache-2.0★ 3Few starsNo key
Audit AI-generated summaries against source material. Detect reversals, fabrications, and cherry-picking — with citations, not verdicts.
SkillMIT★ 1Few starsNo key
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