"Information on agent swarm architecture" matching MCP servers:

AI quoting agent for electronics distributors. RFQ in, quote out via MCP tools.

Enables an LLM agent to read from and propose changes to a financial ERP, executing writes only after human confirmation delivered through the channel, with role checks, risk tiers, audit logging, and a master kill-switch.

Enables live read-only queries against SAP EWM CDS views and standalone inventory-math calculators (ABC/XYZ classification, safety stock, reorder point, slow-moving detection, demand forecasting).

Lets employees ask about their own benefits, equity, and HR policy with cited answers, request a team transfer through the approval flow, and hand off to their People Business Partner with minimal consented data. It proxies an upstream Workday MCP server through allowlisted, gated capabilities and records every request in an auditable decision chain with preview-then-commit writes.

Enables AgentBase agents to call read-only tools for employee directory, leave balances, purchase orders, and inventory levels while keeping enterprise data inside the data center.

MCP server that automates the procurement workflow, including RFQ generation, quote parsing, ERP item loading, and purchase requisition submission with human-in-the-loop approval gates.

Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.0, allowing users to query PLM data, create items, and call server methods through natural language.

Production-grade Odoo add-ons that expose Odoo business functionality to MCP-compliant clients over HTTP with OAuth 2.1, per-user permission enforcement, write-confirmation safety, and full audit logging.

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.

A version-agnostic MCP server for Odoo that enables AI agents to interact with any Odoo app's data, schema, and source code, supporting tasks like data CRUD, schema mapping, code analysis, and feature implementation.

Enables AI agents to manage a phone screen protector store's inventory, orders, quotes, and shop information via standard MCP tools.

Exposes tools for employee information, leave balance, support tickets, and product inventory, with AI agent integration and A2A communication for escalation.

Enables users to retrieve supplier catalog and price-history data, and to write comparison sheets through MCP tools.

MCP server exposing tools for a small food business: catalog, booking capacity, stock, catering quotes, and orders. Enables natural-language interaction with these operations via any MCP client, including a LangGraph agent.

Enables AI agents to query and manage ERP procurement data, including suppliers, parts, inventory, and purchase orders, with human approval for write operations.

Enables secure interaction with kintone through OAuth authentication, supporting record operations, app configuration management, file operations, and access control without storing API keys locally.

Enables Claude to answer business questions about stock, orders, customer balances, overdue orders and KPIs from live ERP data using fixed, parameterized read-only queries, with bounded results and every call logged to an audit trail.

Enables MCP clients to scope and generate safe Odoo add-on starters locally, including drafting architecture plans, creating 11-file add-on scaffolds, validating them, and saving files to disk—all without API keys or network access.

Enables AI agents to manage locally hosted Binner inventory and query Binner Swarm for component data through MCP tools and resources, including parts, categories, projects, BOMs, stock updates, and enrichment.

The complete agent surface for Jaz accounting, providing 284 MCP tools and domain knowledge for AI agents to handle accounting tasks.

Enables to manage Odoo 16 timesheets via the External API, supporting CRUD operations on timesheet entries.

Enables AI agents to detect, explain, and propose fixes for field technicians' time-entry exceptions, with manager-approved corrections and a full audit trail.

A scalable execution platform that enables users to interact with HR, ERP, and DevOps domains through a chat interface powered by LlamaIndex and the Model Context Protocol. It provides a configuration-driven architecture for orchestrating LLM-suggested actions with authoritative tool execution and domain isolation.

MCP server that enables Claude to query inventory and contact information from the 이카운트 ERP system for specified companies.

Enables an AI agent to propose and book bank transactions, split card collections, link receipts, and learn from approved bookings through an accounting web app's API.

MCP server for accessing student information, curriculum, education records, and registration data from Kalasin University's Education Support System via 12 tools.

Enables read-only access to retail ERP data through the official output WebService, letting users query products, stock and inventory, customers and suppliers, sales movement and billing, orders, salespeople, and store information with date-window and store filters.

Enables agents to scaffold and manage NetSuite apps built with React, including generating script files, retrieving project information, and listing supported script types.

Enables an AI agent to query a warehouse management system for orders, stock, stalled orders, and audit logs, and to make narrowly scoped writes by changing order status with a required reason or appending notes, with all writes recorded in a full audit trail.

Ontology-driven multi-agent platform that encodes business policy as code, enabling deterministic decision-making and multi-domain agent collaboration without code redeploy.