MCP servers for Claude Code

Doubao MCP server - supports image generation and video generation

Generate and edit images, remove backgrounds, upscale, and create sprite sheets through DreamLayer.

GIB locally verifies e-Invoice/e-Archive/e-Delivery Note documents according to GIB's XSD and Schematron rules.

Cited ESMA MiCAR register search and change tracking, white paper linting, EU AI Act classification

Plain-English website security check for agents: certificate, headers, scripts, forms, spam.

Excel MCP with image extraction and write support — AI agents see and edit xlsx files

Validate, extract, repair and generate French Factur-X / EN16931 invoices via AgentForge API

Review public FDA records by company, site or product, with source dates and coverage limits.

FIDE Laws of Chess (2023) as an executable model: arbiter cases, answers with rules and judgments

A Model Context Protocol server for flight tracking and status information

MCP Server for Freelo API v1

Read-only MCP server for Google Ad Manager analytics. Installable via npx.

MCP server for Global Fishing Watch data — vessel search, events, fishing hours, and region lookups

Fit a video or GIF to its destination's size limit at measured quality, and share a link.

MCP server for GitLab over HTTP API (projects, issues, MRs, CI pipelines, jobs)

GSA CALC+ awarded labor ceiling rates from more than 230,000 MAS contract records. 8 tools.

Manage your Hamilton Harness AI rep: knowledge, rules, orders, tests and conversations.

Interface observations and explicit GOMS/KLM, Fitts, Hick–Hyman and cognitive walkthrough models.

Calibrated decisions for agents: choice, yes/no and score questions answered with probabilities.

Strategic memory agents can build, score and keep current: a living X-Matrix with review cadences.

Learns your writing voice locally and rewrites AI drafts so they sound like you.