MCP servers for Codex CLI

Documents, projects, comments, workflows and data sources of your CollHub instance, as tools.

CLI for governed, versioned, AI-ready context — versioned documents, deterministic queries, integrity verification, and MCP integration for

Persistent memory for AI agents — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

Deterministic Minecraft pixel-art engine: textures, animation sheets, and pack validation.

MCP server for Android device control via ADB and scrcpy

Keep one consistent AI persona across social content.

Find RL environment graders that pay wrong answers: probes reward code, returns reproducible leads

Draw and edit plane-geometry figures live on GeoGebra Calculator, with checks and screenshots.

MCP server for IBM Planning Analytics / TM1 — full model lifecycle via REST API

UNIDROIT Principles 2016 as executable rules: closed questions answered with grounds and source text

Wallet auth: send a wallet and conditions, get a signed boolean across 37 chains.

Query 29,500+ World Bank development indicators for 200+ countries across 60+ years.

Read-only access to a self-hosted GeoLens spatial catalog: datasets, features, maps, sandboxed SQL.

APICK Korean data, simple-auth lookups, OCR, search, conversion, image, video and TTS

App Store Optimization data for AI agents: keyword ranks, scores, competitors, charts

Give your agent marketing superpowers: research, renders, delivery, paid campaigns, measurement.

Search, fetch, lint, and install Agent Skills (SKILL.md) from the SkillMD registry.

Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS supply-chain events.

Project management for coding agents. Bugs, features, sprints. Streamable HTTP + SSE remotes.

Community-built MCP server for Google Search Console API

MCP server for RoxyBrowser automation - manage browser instances and get CDP endpoints