"Flat" matching MCP servers:

Turn flat PDFs into fillable forms and fill them from data, documents, or a spreadsheet. Remote MCP server (Streamable HTTP) with OAuth sign-in at https://api.getemboss.ai/mcp, no local install required.

Enables Claude Desktop to connect to SolidWorks via the COM API for automated sheet metal part analysis, including inspecting thickness, holes, bends, and exporting flat patterns as DXF.

Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code. Supports Swagger 2.0, OpenAPI 3.x, Bearer/API-key/OAuth2 auth, flat parameter schemas for better LLM accuracy, and smart response truncation.

Enables managing multiple Gmail accounts under one OAuth client, with per-account access levels, cross-account search, and read/write operations via stdio or Streamable HTTP.

Enables checking CRM contacts to learn their current employer, title, start month, role history, and whether they left, landed elsewhere, or were promoted, returning one flat row per person with match method, source, and source age. It accepts single contacts or bulk lists, works with your own search, enrichment, and email-verification keys, and runs on Apify.

An MCP server that connects AI assistants to FL Studio for music production via Virtual MIDI. It enables users to control transport, manage the mixer, write notes, and manipulate plugin parameters through natural language.