"Understanding the Concept of LLM Context" matching MCP servers:

Reference MCP server for OCL, an open standard giving AI agents structured, scoped business meaning for Odoo data. Serves published example context packs via get_context, resolve_noun, and explain_field (stdio, Python, Apache-2.0).

Enables MCP clients to interact with Odoo models through generic read and write tools, with read-only mode by default and Odoo ACLs as the authority.

Read-only MCP server for the Tipsoi HRM API, exposing 15 tools to read employee data, attendance, leave, overtime, and more.

Enables LLM clients to query and manage TallyPrime/Tally.ERP 9 accounting data, including ledgers, stock items, vouchers, and financial reports, through Tally's HTTP/XML gateway.

Enables querying batch status, traceability, and compliance through natural language by connecting SYD to AI assistants via the Model Context Protocol.

Enables Claude to read photos of invoices and create accounts payable entries in the Sienge construction ERP, with supplier lookup, expense classification, duplicate checking, and user confirmation before posting.

MCP server that connects Claude Code to the Holded API for natural language financial, accounting, and invoicing queries, with built-in Spanish PGC context.

Enables interaction with Appian applications through the Model Context Protocol, allowing querying and managing records, executing processes, and querying reports via natural language.

A standalone MCP server that exposes the admin side of kitcommerce-api as tools, enabling AI assistants to manage products, categories, collections, coupons, orders, inventory, customers, and the dashboard.

MCP server that exposes the GestionIntegrantes REST API as tools, enabling authentication, management of personas, and user queries via natural language.

Provides Model Context Protocol access to the JobBOSS² Public API, covering all documented operations with focused read-only tools and optional write and undocumented-operation support.

MCP server for the Lexware Office API that enables management of invoices, contacts, articles, vouchers, and more through the Model Context Protocol.

Integrates with ERPNext/Frappe API to enable AI assistants to create, read, update, and list documents, run reports, and authenticate via the Model Context Protocol.

A Model Context Protocol (MCP) server that exposes 48 tools covering the full spectrum of iSuite enterprise administration — user management, role verification, job monitoring, scheduler control, batch execution, audit trail lookup, and configuration validation.

A Model Context Protocol server implementation providing standardized access to Xero's accounting and business features, enabling operations like contact management, invoice creation, and chart of accounts management through MCP.

Automates interactions with SAP GUI using the Model Context Protocol, allowing precise control of SAP transactions through tools like clicking, typing, scrolling, and transaction management.

A production-ready, fully anonymized Model Context Protocol (MCP) server for TimeIQ time tracking. It allows LLM agents to view and manage time entries, projects, clients, reports, invoices, expenses, services, and timesheets via a secure stdio transport.

A Model Context Protocol server for the Mintsoft warehouse management system, enabling LLM clients to look up orders, products, stock, inbound, returns, and reports, with guarded write capabilities.

A Model Context Protocol server that facilitates seamless communication between ABAP systems and MCP clients for managing ABAP objects, transport requests, and code analysis. It acts as a wrapper for the ABAP ADT API to enhance the efficiency of ABAP development workflows.

Enables MCP-based integration with the Priority ERP OData REST API, with strict environment validation and a read-only default. As of the current README, no tools are registered yet; the server only boots and waits on stdio.