"Fig" matching MCP servers:

Connects IDE to Figma Desktop App, enabling AI assistants to generate and manipulate layouts, shapes, and designs directly inside the Figma canvas.

A multi-step academic figure agent harness that enables AI agents to plan, generate, evaluate, and iterate publication-grade figures from sources like PMIDs, preprints, or freeform briefs.

A production-grade MCP server for FIX protocol trading operations that enables order management, session repair, and algorithmic execution. It provides specialized tools for monitoring session health, managing ticker reference data, and executing complex trading scenarios.

Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM token consumption.

MCP server that connects AI clients to Figma, enabling real-time reading, creation, and modification of designs using natural language.

Extracts figures and tables from PDF documents via a FastAPI service, wrapping PDFFigures 2.0. Enables AI agents to programmatically retrieve structured figure and table data from scholarly PDFs.

Enables Codex and local canvas clients to calibrate scientific figure prompts, import or generate reference images, reconstruct them into editable layers, and export figures as PPTX, SVG, PNG, PSD, or JSON through synchronized scene editing.

Analyzes resume text against job descriptions to provide ATS fit scores, missing keywords, and suggestions.

Grammar Fix AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Enables management of structured prompt assets from Figma, including listing, validating, and exporting prompts via the Model Context Protocol.

Enables validation of FIX messages against onboarding rules and automates onboarding workflows through MCP tools, using a LangGraph agent with LLM-based parsing and error explanation.

Enables natural-language queries on Trino big data platforms, generating validated, schema-aware SQL via RAG and local LLM inference, and exposes metadata, query, and profiling tools through MCP.

Real-time financial narrative tracking for AI agents — clustering news into structured narratives, measuring sentiment momentum, and mapping portfolio risk across 109 US equities.