"Semantic Scholar" matching MCP servers:

Enables AI assistants to securely query Italian legacy ERP databases (AS/400, SQL Server, etc.) with GDPR-compliant PII masking and semantic table mapping.

Governed MCP access to Odoo business data, preserving Odoo permissions via a semantic query layer.

Enables LLMs to search Odoo modules in OCA repositories using hybrid search (semantic + full-text) for finding the perfect module quickly.

Enables AI assistants to search and analyze Microsoft Dynamics 365 Finance & Operations artifacts, read local source code, and generate context-aware solutions through natural language.

Exposes Odoo 19 ERP as MCP tools, enabling AI agents to query and act on CRM data (leads, semantic search) via natural language without custom integration.

Lets an LLM explore a cryptic legacy ERP schema in plain language through a semantic layer (table listing, column descriptions, published dictionary) and run single read-only SELECT queries that return capped results. Enforces safety at the database engine level: only reads are authorized, sensitive columns are masked to NULL, queries are aborted after a few seconds, and every call is written to an append-only audit log.

Enables Microsoft Copilot Studio to manage Snipe-IT assets, inventory, users, licenses, reporting, and administration through 29 semantic tools, including read/write lifecycle operations and guarded deletion.

A Model Context Protocol (MCP) server that enables AI assistants to query and understand PeopleSoft HCM databases. It provides semantic tools for HR, Payroll, Benefits, Performance, and PeopleTools metadata, allowing natural language questions to be answered with accurate SQL queries.