MCP servers for Claude Code

Explainable graph-retrieval memory engine with an RL-trained management policy.

Check locale files for broken placeholders, plurals and missing keys. Validators need no API key.

Ecuador's open government data for AI assistants: CKAN, SRI, BCE, INEC, Supercias, SERCOP and more.

Let your AI agent see, use and control the apps on your phone: screen as text, tap by label.

Saves AI coding-agent context by giving exact code instead of whole files, from a local graph.

What a role really pays, including markets where the employer publishes no range.

MCP gateway that checks each agent tool call against a signed grant and policy, and signs a receipt

Box Kite's React styling engine as tools: props, components, and whether a value writes CSS.

Lets an AI agent hand a secret to a person as a one-time link, with no way to read it back.

React codebase semantics for AI agents, with a VS Code visualizer you both share. Free, local.

Checks whether your streaming redactor leaks a secret split across chunks; writes a pytest for it.

Trading card prices, sold comps, history and movers from the Flipzi Data API. Bring your own key.

Edit video by asking: auto-captions, jump cuts, narrated Shorts, GIFs, voiceover, YouTube upload.

Governance validation for Semantic Data Charter instances; returns OASIS XACML decisions.

Read published Semantic Data Charter models: catalog search, record structure, codes, pinned schema.

55Trust score 55 of 100, Fair

Remove backgrounds from images, videos and animated GIFs: transparent cutouts, mattes, GIF stickers.

AI-controlled email ops for campaigns, contacts, segments, analytics, and sending.

Human-in-the-loop document extraction: submit a doc, get validated fields and an audit trail.

Chinese NLP toolkit for MCP: segmentation, pinyin, keywords, sensitive words. Offline via stdio.

Web pages, PDFs and documents as small, clean, cached Markdown for AI agents

enviroCar open environmental car tracking data.

Generate and edit images with Labnana through a local MCP server with MCP Apps previews.

Your agent uses the web as text, not screenshots. Several steps per call, only changes come back.

Portuguese weather from IPMA. No key required.