"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.

Stdio MCP server that prices fixed bids, hires, and flat subscriptions as cost per delivered request.

Enables agents to search Bangalore rental listings via NoBroker, inspect and analyze flat photos, check authentication status, and probe search parameters through MCP tools.

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 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.

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

Provides a note storage system with a custom URI scheme and includes tools for adding notes and generating summaries for Tuya devices.

Local MCP server for persistent, searchable agent memory using SQLite FTS5, replacing flat MEMORY.md files with efficient full-text search and workspace context caching.

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.

Enables searching and retrieving Austrian company register data through the official BMJ FBW-WebServices SOAP API, covering company searches, extracts, filed documents, and register changes. Uses token-based authentication and surfaces rate limits and German-language service errors clearly.

Enables querying, sampling, and exporting datasets from over twenty keyless free public data sources spanning the EU, Switzerland, Germany, the US, and global providers through one uniform set of tools. A single consistent interface lets users list databases and tables, inspect schemas and query guides, run queries, and export results as CSV or JSON without per-API clients.

Enables querying society maintenance and expense data from Excel files via natural language, providing tools to check pending payments, balance sheets, expense summaries, and flat histories.