"How to communicate with Aspen Plus software" matching MCP servers:

• mcp-sqlite-tools-plus

  MauricioPerera

  A

  license

  B

  quality

  C

  maintenance

  Enables AI agents to interact with local SQLite databases with full CRUD, schema introspection, foreign key relations, generated columns, and multi-format import/export (CSV, JSON, XLSX) through natural language.

  Last updated 2026-06-29

  26

  39

  MIT

• document-to-json-mcp

  fashionmascherine-svg

  A

  license

  A

  quality

  B

  maintenance

  Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, and more. Pay per call via x402 USDC.

  Last updated 2026-06-25

  5

  8

  MIT

• Excel to JSON MCP by

  he-yang

  F

  license

  A

  quality

  F

  maintenance

  The Excel to JSON MCP provides a standardized interface for converting Excel and CSV data into JSON format using the Model Context Protocol.

  Last updated 2026-04-12

  2

  7

  8

• JSON to Excel MCP by

  he-yang

  F

  license

  A

  quality

  F

  maintenance

  The JSON to Excel MCP provides a standardized interface for converting (1)JSON data (2)URL pointing to JSON files into CSV format

  Last updated 2026-04-12

  2

  7

  1

• JSON to TOON MCP Server

  mhabedini

  A

  license

  A

  quality

  D

  maintenance

  Converts JSON data to TOON (Token-Oriented Object Notation) format and back, reducing token usage by 30-60% for more efficient LLM applications.

  Last updated 2025-12-03

  3

  6

  1

  MIT

• MCP CSV Analysis with Gemini

  falahgs

  F

  license

  B

  quality

  D

  maintenance

  An MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.

  Last updated 2025-04-12

  3

  2

• airtable-plus-mcp-server

  tomcwxyz

  A

  license

  -

  quality

  D

  maintenance

  Extends Airtable MCP server with full CRUD, bulk import/upsert, data analysis, schema validation, and data export capabilities.

  Last updated 2026-04-13

  MIT

• mcp-server-data-exploration

  reading-plus-ai

  A

  license

  B

  quality

  F

  maintenance

  Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.

  Last updated 2025-03-22

  2

  545

  MIT

• 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.

  Last updated 2026-06-25

  MIT

• 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.

  Last updated 2025-04-11

  MIT

• eFax to JSON MCP Server

  prakashrajbpr

  F

  license

  -

  quality

  D

  maintenance

  Converts eFax documents (PDF, TIFF, CCD XML) from OpenText Fax Server Software into structured JSON format with OCR support, metadata extraction, and batch processing capabilities.

  Last updated 2025-08-07

  1
• 

  coalesce-transform-mcpofficial

  Coalesce-Software-Inc

  A

  license

  A

  quality

  A

  maintenance

  MCP server for Coalesce that manages nodes, pipelines, environments, jobs, and runs, and enables project validation, DDL/DML preview, deployment planning, and cloud environment application.

  Last updated 2026-07-03

  100

  159

  2

  MIT

• Databases MCP Server (Access

  Carltk

  A

  license

  -

  quality

  D

  maintenance

  Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.

  Last updated 2026-01-05

  MIT

• DBT Core MCP Server

  NiclasOlofsson

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to interact with DBT (Data Build Tool) projects, allowing them to query project metadata, inspect models and sources, view compiled SQL, and run DBT commands.

  Last updated 2026-04-27

  14

  14

  MIT

• metaflow-mcp-server

  npow

  A

  license

  A

  quality

  A

  maintenance

  Enables coding agents to interact with Metaflow workflows, including querying flows, runs, tasks, logs, and artifacts across any Metaflow backend.

  Last updated 2026-05-11

  24

  Apache 2.0

• cribl-mcp

  pebbletek

  A

  license

  A

  quality

  C

  maintenance

  This server acts as a MCP bridge to interact with the Cribl REST API. It allows AI models or other MCP clients to query and manage Cribl configurations.

  Last updated 2025-05-07

  10

  11

  5

  MIT

• kustodyan-mcp

  tillo

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to protect, unprotect, and search sensitive data using Kustodyan's contextual transform engine with role-based access controls.

  Last updated 2026-07-24

  8

  MIT

• JSON MCP Server

  kehvinbehvin

  A

  license

  A

  quality

  F

  maintenance

  Provides JSON schema generation and filtering tools for LLMs, helping with large JSON files by converting them to TypeScript definitions and extracting specific fields to reduce context size.

  Last updated 2026-03-30

  3

  20

  25

  MIT

• mcp-csv-server

  takuyahoritacromtech

  A

  license

  A

  quality

  C

  maintenance

  Enables an AI assistant to preview, query, aggregate, and convert CSV/TSV data safely with no API key.

  Last updated 2026-06-23

  3

  MIT

• Stata-MCP

  SepineTam

  A

  license

  A

  quality

  A

  maintenance

  An MCP server that lets Large Language Models interact with Stata software to perform regression analysis and other statistical operations.

  Last updated 2026-07-17

  4

  224

  AGPL 3.0