"Categorizing messages such as emails or system logs" matching MCP servers:

Enables users to manage company departments, employees, expenses, and performance ratings through a natural language interface in Claude Desktop. It features 12 specialized tools for comprehensive CRUD operations and AI-powered organizational analysis using Google Gemini.

Connects Claude or ChatGPT to Fiken accounting through Fiken login with no API keys, enabling read-only or read/write access to company, invoice, report, and bookkeeping data. It can also perform confirmed actions such as posting documents and sending invoices.

MCP server for Arbisoft's ERP system, enabling AI assistants to read and write project time logs via OAuth-authenticated tool calls.

MCP server for ReAI, the Norwegian cloud accounting system, enabling AI agents to read books, look up accounts and VAT codes, and perform bookkeeping through a curated toolset with safety guardrails.

An MCP server that gives Claude the ability to read, validate and write EDIFACT, ANSI X12 and cXML messages.

Enables AI agents to interact with Odoo ERP to perform sales tasks such as searching clients and products, and creating and confirming quotations via the MCP protocol.

Enables interaction with Odoo 19 databases through the External JSON-2 API, allowing model operations such as search, read, create, write, and unlink via MCP tools.

Enables LLM clients to read batches, recipes, fermentation readings, and inventory, and to perform routine writes such as updating batch status, logging measurements, and adjusting stock.

Read-only MCP server for the Ordis accounting API, exposing 11 typed tools to query financial data such as invoices, tax forms, KPIs, and more directly from Claude.

Read-only MCP connector for querying the Protheus (TOTVS) system, exposing 10 GET endpoints as MCP tools with OAuth2 authentication and friendly error handling.

Enables AI assistants to raise, submit, approve, amend, and cancel purchase orders and onboard suppliers in ERPNext or SAP S/4HANA while enforcing procurement controls such as duplicate detection, budget limits, split-purchase checks, price tolerances, and segregation of duties.

Enables MCP clients such as Claude and ChatGPT to read a Timesheet Portal account, including timesheet time and cost reports, invoices, leave bookings and balances, projects or jobs, clients, users and cost centres, across both the Standard and Recruitment editions. It is read-only, with personal and pay data withheld unless explicitly requested.

Enables interaction with InvenTree inventory management system, providing tools for parts, stock, orders, companies, barcodes, labels, reports, attachments, and system administration.

Enables accountants and bookkeepers to ask practice-wide questions across every connected client Xero organisation in one read-only view — overdue invoices, payroll shortfalls, client health scores, trending-trouble lists and practice totals such as revenue and average DSO. It also generates ready-to-send Excel month-end packs per client, with every reported figure accompanied by the rule or formula that produced it and no financial data persisted to disk.

Connects AI assistants like Claude and ChatGPT to HERO Handwerkersoftware so users can look up and manage customers, projects, quotes, invoices, appointments and catalogue products in plain language, and create new projects from emails or calls. Runs locally against the HERO API, staying read-only unless writes are explicitly enabled.

Enables interaction with Pega case operations through a metadata-driven tool layer, allowing users to fetch, update, and manage cases. It supports standard Pega actions such as retrieving case details, attaching documents, and submitting case actions via API.

Enables AI agents to manage a synthetic workforce dataset with human-in-the-loop approval required for destructive or anomalous operations, such as termination, deletion, and anomalous output logging, ensuring changes are gated until explicitly approved.

Integrates Billy's accounting system with MCP, providing tools to manage invoices, contacts, products, payments, and more via natural language.

Enables Claude to manage FreeAgent accounting tasks such as listing bank transactions, explaining and approving them with receipts, creating expenses, and logging mileage.

Enables AI agents to read and write a Contractor Foreman account — projects, daily logs, schedules, punchlists, estimates, change orders, invoices, job costing, time cards and more — through 89 tools authenticated with cookies pulled from your own Chrome session. Runs self-hosted on your machine over stdio or HTTP for any MCP client, with matching REST and Python access.

An MCP server for integrating with the Fortnox Swedish accounting system. Enables LLMs to manage invoices, customers, suppliers, orders, accounts, vouchers, and provides business intelligence analytics.

Enables language models to discover and use standardized ERP tools and resources, such as querying stock, viewing products and clients, and registering sales with human confirmation for destructive actions.

MCP server for Russia's Chestnyi Znak product labelling system, allowing AI assistants to query marking codes, documents, warehouse balances, and participant data via natural language.

Enables Claude and other MCP clients to read and update an internal, session-cookie-authenticated enterprise web app that has no API, exposing work-order lookup, pending-work listing, and close-out note creation as typed tools. Endpoints, form fields, and selectors are configurable so it can be repointed at any similar HTML-based system.

Enables AI agents to answer supply chain questions — such as which parts are single-sourced, which purchase orders are late, what a bill of materials costs, or what happens if a supplier slips — through read-only tools over supplier, purchase order, inventory, and bill-of-materials data. Every result includes the record IDs behind it, so answers can be cited and checked by a supply manager.

Enables MCP clients such as Claude Desktop to read and, after per-transaction confirmation, write accounting data—invoices, customers, items, payments, deposits, checks/bank charges, and journal entries—with two-step confirmation and revert of its own runs.

MCP server that connects AI assistants to the Conexa business management system, enabling CRUD operations on sales, customers, plans, contracts, charges, and more via 83 tools.

MCP server that integrates Pagar.me v5 and Shopify to provide financial insights such as receivables, cash flow, order data, reconciliation, and refunds through natural language queries.

Enables AI assistants to explore and query SAP BW/4HANA modeling objects and metadata, such as InfoAreas, InfoObjects, ADSOs, CompositeProviders, and Queries.

Enables MCP clients such as Claude Code, Claude Desktop, and Cursor to work with Kontur.Elba through its public API: finding or creating clients, issuing invoices, acts, and UPDs, obtaining public document links, and tracking payments. It also keeps a local invoice journal with duplicate protection and provides prompt-driven scenarios for invoicing, closing work, and reminding debtors.