"Flat" matching MCP servers:

Enables Claude to list, read, edit, restore, export, and create Flat.io sheet music through the Flat REST API using a personal access token, with every edit saved as a new revision that can be undone. Includes dry-run previews, MusicXML measure replacement, exact text substitutions, and metadata updates.

Gives local and cloud LLMs live web grounding as four MCP tools: web_search, fetch, deep_search (a token-capped, cited evidence pack sized to a small context window), and research (an agentic search-and-read loop). Flat monthly pricing, no query content stored.

MCP server for ISO 20022 acmt.001 Account Opening (and companion acmt.* messages): message-type discovery, required-field lookup, JSON Schema introspection, IBAN/BIC/LEI validation, flat-record validation, and validated acmt XML generation.

Model Context Protocol (MCP) server that dynamically fetches and serves official Flet resources to AI agents, including documentation, controls, packages, and ecosystem components.

MCP server for querying Australian modular housing regulations, including granny flat rules by state and council, with cross-jurisdiction comparison and data freshness checks.

Enables AI agents to look up and assess credit risk for England & Wales companies, searching by name, retrieving R-Scores with financials, charges, CCJs and directors, fetching verified contacts, and batch-enriching up to 50 companies per call.

Enables AI agents to inspect, audit and safely edit locale JSON files across flat, nested, and namespaced layouts without loading whole files into the model context, with compact token-efficient reads and write paths that cannot drop keys or overwrite silently. Ships ten tools plus slash-command prompts for project info, key search, reference lookup, translation upserts, and missing-translation audits.

Enables planning Dublin/Wicklow road-cycling routes through natural language in Claude Code, ranking loops, out-and-backs and one-way rides by expected stops, climb or flat preference, and length target. Exposes tools for route planning and explanation, geocoding, presets, point picking, BRouter startup and GPX export for Garmin Connect.

Enables human-in-the-loop interaction for AI coding workflows through native desktop dialogs that present route choices, text input, and image annotation capabilities when AI assistants encounter decision points.

MCP server exposing GitHub tools for issues, pull requests, and code browsing via the GitHub REST API. Designed for local LLM clients with flat arguments and streamable HTTP support.

Enables AI agents to turn pictures of a jersey and bib shorts into a finished cycling kit file for the game Virada. It supplies the kit format and templates, renders flat sheets and previews of the kit on male or female riders from six angles for comparison against reference pictures, then validates and exports the result as a .kit.zip.

Enables multifamily renovation cost estimation, scope of work generation, contractor bid evaluation, ROI gating, and risk flagging for real estate intelligence agents.

A community MCP server for float.com.

An MCP server that provides tools, resources, and prompts for reading, writing, and summarizing research notes stored in a local flat-file database.