"Understanding Vector Search" matching MCP servers:

Exposes NetSuite saved search exports as a structured query interface for Claude, enabling file discovery, column inspection, filtering, aggregation, memo categorization, and anomaly detection.

MCP server that enables searching a TOTVS Protheus ERP knowledge base using vector similarity and reranking.

Enables LLMs to discover and query a live Priority ERP installation, including searching screens, understanding column meanings, reading data, aggregating totals, and running programs, over OData v4 and the Priority Web SDK.

MCP server for Lexware Office that enables querying and managing contacts, sales documents, vouchers, files, payments, and webhooks through a sandboxed two-tool interface (search/execute) with read-only-by-default write safety.

Connects MCP clients to Frappe/ERPNext sites via REST API, enabling document CRUD, search, and remote method calls.

An MCP server for searching SAP Help Portal documentation, enabling AI assistants to search, browse, and retrieve SAP documentation programmatically.

MCP server for the BoondManager API, enabling Claude to search, create, and modify records across 36 domains with 158 tools.

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.

MCP server for VNDLY inventory and order management, enabling AI assistants to search products, list orders, and get low stock alerts.

Unifies Fiori elements, UI5, CAP, and SAP BTP development capabilities in a single MCP server, enabling app generation and modification, documentation search, OData metadata handling, and UI5 scaffolding without SAP runtime dependencies.

Enables an MCP client to generate synthetic Workday test data by searching for a template worker, cloning their job and organization context, and creating a fresh fake identity. It exposes separate tools for search, template lookup, identity generation, and a human-approved Workday Hire_Employee submission against a local mock tenant.

Imports CSV or Excel files into Dynamics 365 Finance & Operations data projects through the Data Management Framework, generating manifests, resolving entity targets and dependency order, and waiting for execution results. Also exports data projects and exposes tools to search the entity catalogue, inspect entity fields, and check execution status.

Enables AI assistants to interact with Odoo data using natural language to search, read, create, and update records. It acts as a secure bridge between MCP clients and Odoo instances version 17.0 through 19.0.

Enables AI assistants to search, browse, and generate example payloads from Sage Intacct REST API documentation using OpenAPI specs.

Connects MCP clients to an Ahreas (Superlógica) condominium-management ERP installation, exposing its SOAP web-service methods discovered live from the WSDL so users can list, search, and describe available operations and run read or write calls with the administrator's web-service key. Supports both a multiuser remote HTTP/OAuth mode with per-user Ahreas credentials and a single-user local stdio mode, with write operations disabled by default.

Enables authentication and management of eTalent processes within Evaluar platform, allowing users to search positions, create and launch processes directly from their IDE.

MSIO is an MCP server that gives AI agents tools to interact with Housecall Pro (HCP), enabling job history search, business intelligence, estimate generation, and validated write operations for plumbing company operators.

An MCP server for the easyJOB REST API that manages OAuth tokens and provides tools for user lookup, job search, time tracking, and generic entity CRUD operations.

MCP Server for Odoo 19 using JSON-2 API, built with FastMCP

Enables interaction with IntelliMatch recruiting and iSuite insurance systems through spec-driven MCP tools, allowing natural language queries for candidate search, policy management, claims, and workflows.

MCP server for VTENext CRM (open-source vtiger-based). Query, create and update opportunities and contacts via natural language using the VTENext WebService API. Supports list, search, get, create, update on Potentials and Contacts modules, plus raw VTQL queries.

A local MCP server that connects to SAP ABAP systems via ADT HTTP API, enabling AI assistants to search, read, and manage ABAP objects securely without SAP GUI.

Enables MCP clients to search and execute 360 operations across Holded's accounting, sales, inventory, contacts, CRM, projects, team, calendar, inbox, and developer APIs. Supports read and write calls with an API key, including a read-only mode.

Enables secure MCP clients to discover Odoo models and fields, read, search, count and group records, and perform controlled record creation and updates across multiple Odoo 19 instances. Supports authenticated Streamable HTTP and local stdio with tenant policies, audit logging, and bounded responses.

Enables Claude to search and manage assets, custody, locations, kits, and bookings on self-hosted shelf.nu instances by logging in with Shelf credentials and calling its mobile REST API, with some kit operations handled through the web forms. Supports bulk custody assignment, QR/barcode lookup, bookings, reference data, and workspace switching.

Enables coding assistants to search the AIOTIC Integrator Guide and pull endpoint contracts, OpenAPI schemas, payload examples, and status lifecycles for integrating purchase-order processing with an ERP. Optionally connects to a local test tenant to read orders, e-mails, customers, and product mappings, with writes gated behind explicit opt-in flags.

An MCP server integrating with the BoondManager API to enable AI assistants to search, retrieve, create, and update records across 94 tools in 8 business domains.

A stdio MCP server that lets agents list organizations, search and edit shopping carts (BOMs) with per-item purchase destinations, and search, add or adjust parts inventory, optionally gaining access to the local desktop app's status, projects and tools when started in desktop mode.

MCP server for managing Tailor Platform resources via tools like create, update, destroy, and search resources, as well as GraphQL queries.

Integrates with Teamcenter PLM using its REST API, enabling search, create, update, and query of Teamcenter items through natural language.