"A system for querying databases using natural language" matching MCP servers:

Natural Voice MCP
Developer Tools Text Summarization Content Management Systems
Protogenus
A
license
Not graded
quality
Not graded
maintenance
Provides tools and resources to detect AI-generated writing patterns and refine text for more authentic, human-like communication. It enables users to analyze phrasing via a scoring system and apply conversational guides tailored for platforms like Twitter and LinkedIn.
Updated 6 months ago (2026-02-10 03:18 UTC)
1
ts-language-mcp
Code Analysis Developer Tools
jgauffin
A
license
A
quality
C
maintenance
Enables AI coding agents to interact with TypeScript projects through compiler-level code intelligence, providing tools for navigation, type information, diagnostics, refactoring, and semantic search.
Updated 8 days ago (2026-08-15 21:57 UTC)
29
339
3
Apache 2.0
language-server-mcp
Code Analysis Developer Tools Autonomous Agents
alexwohletz
A
license
B
quality
D
maintenance
TypeScript-based MCP server designed to enhance code editing experiences by providing features such as hover information, code completion, and diagnostics.
Updated 9 months ago (2025-11-26 23:18 UTC)
3
14
26
MIT
e-language-codex-mcp
Developer Tools Coding Agents Code Analysis
KaiGe7384
A
license
Not graded
quality
B
maintenance
Enables Codex to read, write, and design windows for E-language (易语言) programs using official IDE APIs, allowing natural language control of development workflows.
Updated a month ago (2026-07-27 10:05 UTC)
12
MIT
MCP Toolbox for Databases
Databases Developer Tools
googleapis
A
license
Not graded
quality
A
maintenance
Open source MCP server specializing in easy, fast, and secure tools for Databases.
Updated 2 days ago (2026-08-21 22:54 UTC)
16,231
Apache 2.0
MCP Language Server
Developer Tools Code Analysis Code Execution
isaacphi
A
license
Not graded
quality
F
maintenance
Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
Updated 6 months ago (2026-03-01 23:27 UTC)
1,577
BSD 3-Clause
design-system-mcp
Design Tools Developer Tools Documentation Access
erikadmoller
A
license
A
quality
D
maintenance
A Model Context Protocol server that exposes an airline design system as a queryable knowledge base, enabling AI to discover components, find components for use cases, and scaffold prototypes.
Updated 5 months ago (2026-03-17 21:41 UTC)
3
46
MIT
design-system-mcp
Developer Tools Design Tools
lodado
A
license
Not graded
quality
B
maintenance
Creates a local MCP runtime for design-system repositories, enabling AI coding agents to look up and use real components, icons, and tokens instead of guessing.
Updated 2 months ago (2026-06-20 08:54 UTC)
46
MIT
VSCode Language Server MCP
Developer Tools Code Analysis Command Line
aaddrick
F
license
Not graded
quality
Not graded
maintenance
Exposes VSCode's Language Server Protocol features through MCP, enabling AI assistants to perform language-aware operations like symbol navigation, reference tracking, safe renaming, type information retrieval, and hover documentation across codebases.
Updated 9 months ago (2025-11-12 01:37 UTC)
mcp-system-summary
Developer Tools Code Analysis Documentation Access
alicetears
F
license
Not graded
quality
D
maintenance
Provides structured instructions to Cursor for generating comprehensive system summaries of Node.js/TypeScript codebases.
Updated 8 months ago (2026-01-08 10:18 UTC)
system-brain-mcp
Developer Tools Code Analysis
QEbellavita
A
license
A
quality
C
maintenance
Read-only MCP tools for coding agents to audit deployment targets, detect fabricated code, review backlog, database schema, analytics, ML models, architecture docs, and decision lenses.
Updated a month ago (2026-07-26 00:01 UTC)
11
17
MIT
MCP Design System Extractor
Developer Tools Content Management Systems
freema
A
license
A
quality
B
maintenance
Server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.
Updated a month ago (2026-07-27 15:55 UTC)
9
103
69
MIT
MCP Server for Alloy Modeling
Code Execution Code Analysis Developer Tools
awwaiid
A
license
B
quality
D
maintenance
Enables LLM-powered agents to generate, execute, and analyze Alloy modeling language code for software modeling and formal verification. Provides tools to run Alloy models, access documentation and examples, and generate models from system descriptions.
Updated a year ago (2025-10-05 00:41 UTC)
1
MIT
No-as-a-Service (NoaaS)
Communication Developer Tools
Koneisto
A
license
Not graded
quality
C
maintenance
Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.
Updated 7 months ago (2026-01-21 16:30 UTC)
53
MIT
MCP as a Judge
Developer Tools Code Analysis Testing & QA Tools
OtherVibes
A
license
Not graded
quality
C
maintenance
A validation layer for AI coding assistants that enforces explicit LLM evaluations on plans, code diffs, and tests to ensure safer and higher-quality code.
Updated 8 months ago (2025-12-15 09:36 UTC)
17
MIT
Chuk Design System
Developer Tools Content Management Systems Software Architecture
chrishayuk
A
license
Not graded
quality
D
maintenance
Provides access to a universal design token system with 7 pre-built themes (colors, typography, spacing, motion) and multi-format export capabilities for Canva, Remotion, PPTX, CSS, and W3C JSON.
Updated 10 months ago (2025-11-06 01:29 UTC)
1
MIT
System Designer MCP Server
Developer Tools App Automation Code Analysis
chevyphillip
A
license
Not graded
quality
D
maintenance
Enables AI agents to create, validate, and export UML system models using structured MSON format. Supports generating PlantUML and Mermaid diagrams with direct export to System Designer macOS application.
Updated a year ago (2025-10-02 18:51 UTC)
2
MIT
WordPress Design System MCP
Documentation Access Developer Tools Design Tools
thatintrovertdeveloper
A
license
Not graded
quality
C
maintenance
Provides AI agents with component documentation, usage examples, and design tokens from the WordPress Design System, enabling them to follow the latest design system guidance for creating user interfaces.
Updated 12 days ago (2026-08-11 22:50 UTC)
252
GPL 2.0
MCP System Monitor Server
Monitoring OS Automation Developer Tools
huhabla
A
license
Not graded
quality
D
maintenance
Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Apple Silicon, AMD/Intel), memory, disk, network, and processes across Windows, macOS, and Linux platforms through natural language queries.
Updated a year ago (2025-07-07 18:36 UTC)
3
MIT
file-system-mcp-server
File Systems Developer Tools
calebmwelsh
A
license
Not graded
quality
F
maintenance
A comprehensive MCP (Model Context Protocol) server for file system operations, providing Claude and other AI assistants with access to local files and directories.
Updated a year ago (2025-04-02 19:33 UTC)
2
MIT