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116,601 servers. Updated
20 Best Image Generation MCP Servers: compared and ranked, November 2026Ranked from 998 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    Enables AI agents to run deterministic database intelligence tasks including natural-language-to-SQL synthesis, AST SQL auditing and optimization, schema migration diffing, SQL transpilation, index and normalization advice, PII scrubbing, fixture generation, connection-pool sizing, isolation-hazard auditing, and ORM model compilation over Streamable HTTP or stdio.
    1
    12
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Read-only MCP access to the p-e relay store: an append-only corpus of provenance-bearing coordination records, with tools to fetch a record by id, list records and replies, and check existence. This image serves a snapshot frozen at build time; append_relay is listed but refused, and deposits to the live store require an HMAC-signed request.
    6
    MIT
  • A
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    A
    quality
    A
    maintenance
    Enables AI assistants to interact with PostgreSQL databases through natural language, with schema-aware query generation and enterprise safety controls.
    18
    161 npm
    2
    MIT
  • A
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    A
    quality
    B
    maintenance
    SQL Server MCP server with AST-based query validation, read-only safety, schema exploration, ER diagram generation, and DBA toolkit integration (First Responder Kit, DarlingData, sp_WhoIsActive).
    12
    8
    MIT
  • A
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    A
    quality
    B
    maintenance
    MCP server for managing and retrieving reusable SQL templates with semantic search, enabling a workflow of generation, retrieval, and templating.
    8
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables natural language querying of OLAP/SSAS cubes with verified MDX generation, self-consistency checks, and honest abstention when queries are ambiguous.
    4
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to read, write, query, and manage JSON data files with automatic ID and timestamp generation.
    6
    16 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables interaction with Frappe Framework sites through comprehensive document operations, schema introspection, report generation, and method execution. Provides secure API-based access to create, read, update, and delete Frappe documents while supporting financial reporting and DocType management.
    24
    17
    ISC
  • F
    license
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    quality
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    maintenance
    Enables secure role-based querying of company documents across different departments (Engineering, Finance, HR, Marketing) with access control that restricts data visibility based on user roles. Provides retrieval-augmented generation with source citations and metadata for trusted corporate knowledge access.
    4
    -
  • A
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    quality
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    MCP server for Sqemo, a web-based ERD tool with team naming standards. 34 tools: read/edit entities, attributes, and relationships; generate physical names from a shared glossary and naming rules; SQL (7 dialects) and DBML import/export; ERD lint, diff, and ALTER generation.
    36
    MIT
  • A
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    B
    quality
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    maintenance
    A server for interacting with SingleStore databases, enabling table querying, schema descriptions, and ER diagram generation with secure SSL support and TypeScript safety.
    8
    5
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables MCP hosts to use NeoSQL Desktop tools for database management, including querying, table operations, and code generation, through a local stdio MCP server.
    10
    663 npm
    2
    Apache 2.0
  • F
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides database interaction and business intelligence capabilities through SQLite, enabling SQL queries, data analysis, and automatic generation of business insight memos.
    6
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  • A
    license
    B
    quality
    D
    maintenance
    Enables comprehensive PostgreSQL database management including index tuning, query plan analysis, health monitoring, schema-aware SQL generation, and safe SQL execution with configurable access control for both development and production environments.
    9
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables AI clients to perform full CRUD operations on e-commerce products stored in MySQL, including search with pagination, AI-powered description generation via sampling, and low-stock inventory monitoring. It also exposes product catalog resources and pre-built prompt templates over both stdio and HTTP/SSE transports.
    4
    3 npm
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Generates realistic mock data using Faker.js for database seeding, API testing, and development environments. Supports person/company data, custom patterns, multi-locale generation, and structured datasets with referential integrity.
    4
    64 npm
    7
    MIT
  • A
    license
    C
    quality
    B
    maintenance
    Enables AI agents to operate PowerDesigner 16.5 through COM Automation, providing 55+ tools for database modeling, schema inspection, validation, native DDL generation, and CDM/LDM/PDM workflows with dry-run and rollback safety.
    60
    2
    MIT
  • F
    license
    C
    quality
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    maintenance
    Enables management of culinary recipes through web scraping from sites like Marmiton.org, recipe generation, ingredient management, and querying a MongoDB database of recipes, comments, users, and utensils.
    18
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables LLMs and autonomous agents to access live global weather consensus, storm and seismic monitoring, space weather, webcam search, and tactical SITREP generation, plus sub-5ms local queries across 1M+ spatial sensor nodes in SQLite.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables dynamic database querying through natural language questions using LLM-powered parameter extraction and template-based SQL generation. Supports flexible configuration for various domains and databases with automated response formatting.
    MIT