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"How to implement intent recognition in MCP" matching MCP servers:

  • DB MCP (HR CSV to SQLite)

    daviddata-cloud
    A
    license
    -
    quality
    C
    maintenance
    An open-source MCP server that imports HR CSV data into an in-memory SQLite database for structured querying and metadata retrieval. It enables users to perform read-only SQL queries and structured searches on employee data through natural language.
    MIT

  • konsol-mcp

    grynn-in
    F
    license
    -
    quality
    A
    maintenance
    MCP server for configuring the konsol Frappe app via the CLI. Enables AI clients to manage dimensions, measures, fact tables, connectors, and schemas using natural language.

  • Odoo MCP Server

    Willval117
    A
    license
    -
    quality
    D
    maintenance
    An implementation that integrates with Odoo ERP systems, enabling AI assistants to interact with Odoo data and functionality through the Model Context Protocol.
    MIT
  • RawTree MCP Server by rawtreedb

    RawTree MCP Serverofficial

    rawtreedb
    A
    license
    A
    quality
    A
    maintenance
    Enables querying, inserting, and managing unstructured data in RawTree via SQL, JSON ingestion, and log inspection through MCP clients like Claude Code, Cursor, and Claude Desktop.
    12
    12
    1
    MIT

  • Data Product MCP

    entropy-data
    A
    license
    A
    quality
    F
    maintenance
    Enables AI agents to discover, request access to, and query data products in Data Mesh Manager, enforcing governance policies while retrieving business data from platforms like Snowflake and Databricks.
    4
    46
    MIT

  • Databricks MCP Server

    OliveriGuido
    F
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that lets LLM clients answer business questions in natural language over a Databricks dataset without writing SQL by hand.
    1

  • mcp-superset

    bintocher
    A
    license
    A
    quality
    A
    maintenance
    Full-featured MCP server for Apache Superset — 135+ tools for dashboards, charts, datasets, SQL Lab, security (users, roles, RLS, groups), audit, and more. Built-in safety validations.
    100
    52
    MIT

  • Snowflake MCP Server

    sfc-gh-tjia
    A
    license
    A
    quality
    -
    maintenance
    Enables AI assistants to securely connect to Snowflake data warehouses and execute SQL queries through natural language interactions. Supports multiple authentication methods and provides formatted query results with built-in security controls.
    1
    2

  • CSV MCP Server

    NovaAI-innovation
    F
    license
    A
    quality
    D
    maintenance
    Enables comprehensive CSV file management including creating, editing, analyzing, and transforming CSV data anywhere in the filesystem. Provides statistical analysis, data validation, filtering, and grouping capabilities through MCP protocol over stdio transport.
    15

  • Data Analytics MCP Toolkit

    ChenJellay
    F
    license
    B
    quality
    D
    maintenance
    An MCP server that provides data visualization and machine learning tools, featuring automated intent-based pipeline routing for data cleaning and model training. It enables LLMs to process CSV or JSON data to generate visual charts, perform regressions, or execute clustering analysis.
    16

  • MCP TriliumNext

    RadonX
    F
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server enabling AI assistants to interact with TriliumNext notes, providing tools for creating, searching, reading, and updating notes in your knowledge base.
    4
    1