"Guidance for writing a conclusion for a long text" matching MCP servers:

MCP Server for CAD
AI & Machine Learning Design Tools Software Architecture
Eklavvyaaaaa
F
license
-
quality
D
maintenance
Translates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.
Updated 5 months ago (2026-03-27 18:39 UTC)
text-to-model
App Automation Developer Tools Software Architecture
mikan-atomoki
A
license
B
quality
D
maintenance
Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.
Updated 5 months ago (2026-03-16 06:11 UTC)
65
6
MIT
Universal Spec Architect
Developer Tools Software Architecture
ahmedelpannann
F
license
-
quality
D
maintenance
Enforces a rigorous spec-driven engineering workflow for AI coding assistants, requiring requirements, design, and task planning before any code is written.
Updated 5 months ago (2026-03-17 15:29 UTC)
EDS Block Analyser MCP Server
Design Tools Software Architecture Developer Tools
kalimuthu-a
A
license
A
quality
D
maintenance
Provides UI architecture analysis for converting Figma designs or web pages into reusable UI code blocks with effort estimation in CSV format.
Updated a year ago (2025-08-04 09:28 UTC)
1
14
1
MIT
Provision Stack MCP
Software Architecture
TravisLinkey
A
license
A
quality
B
maintenance
Cloud infrastructure provisioning via natural language. Enables deploying production-ready infrastructure on AWS, GCP, Azure, or Oracle with a single prompt.
Updated 21 days ago (2026-07-23 01:43 UTC)
12
77
MIT
docs-mcp
Coding Agents Software Architecture Documentation Access
paraspace-dev
F
license
A
quality
C
maintenance
Enables coding agents to write repository documents (READMEs, RFCs, design docs, ADRs) from verified codebase facts, using a separate model for drafting and agent fact-checking for accuracy.
Updated a day ago (2026-08-11 23:39 UTC)
3
flowgraf
Software Architecture Developer Tools
abhishek-genailytics
A
license
A
quality
B
maintenance
AI-native architecture diagramming for MCP clients (Claude Code, Cursor, Windsurf). The calling agent authors the graph (nodes, groups, edges); Flowgraf validates it, lays it out deterministically with ELK, renders an SVG + Mermaid, and returns a link to a live, editable canvas you can refine by chat, drag, or one-click AI design review. Agent-authored ops — no API key and no LLM cost to the calle
Updated a month ago (2026-07-14 07:01 UTC)
3
74
MIT
gemini-researcher
Code Analysis Developer Tools Software Architecture
capyBearista
A
license
A
quality
F
maintenance
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini's generous free tier for deep codebase analysis without burning your main model's quota!
Updated 2 months ago (2026-06-01 20:25 UTC)
6
41
Mozilla Public 2.0
Design-Pattern-MCP
Developer Tools Software Architecture
sirius-zuo
A
license
A
quality
D
maintenance
Provides design pattern templates and anti-pattern guidance to AI coding agents for correct pattern implementation.
Updated 4 months ago (2026-04-20 00:00 UTC)
2
MIT
figma-unlimited-mcp
Design Tools Software Architecture
AlexZai007
A
license
A
quality
A
maintenance
An MCP server that lets AI agents drive FigJam boards through a local Figma plugin, bypassing API rate limits with 19 tools for reading, writing, and editing FigJam content.
Updated 11 days ago (2026-08-01 17:50 UTC)
19
275
1
MIT
it-architecture
Software Architecture Developer Tools
slajzad
F
license
A
quality
B
maintenance
An MCP server that generates standalone SVG architecture diagrams from text descriptions, running entirely on your machine with no dependencies or network access.
Updated 14 days ago (2026-07-29 14:27 UTC)
8
Excalidraw MCP Server
Software Architecture Developer Tools App Automation
Scofieldfree
A
license
A
quality
D
maintenance
Enables AI agents to programmatically generate, edit, and view Excalidraw diagrams with real-time browser synchronization. It provides a suite of tools for adding shapes, text, and arrows to diagrams through natural language interactions.
Updated 6 months ago (2026-02-09 03:25 UTC)
11
2,214
98
MIT
stack-advisor
Developer Tools Software Architecture
officechbusinessservices-creator
A
license
A
quality
C
maintenance
An MCP server that recommends tech stacks for your project. Describe what you're building and get a recommended stack with reasoning, tradeoffs, and what each layer should use.
Updated 2 months ago (2026-06-18 20:19 UTC)
2
11
MIT
FlowZap MCP Server
Software Architecture CI/CD & DevOps Developer Tools
flowzap-xyz
A
license
A
quality
D
maintenance
Enables AI assistants to create and validate workflow diagrams using FlowZap's text-based DSL. Generates shareable playground URLs for visualizing flowcharts, process diagrams, and CI/CD pipelines through natural language descriptions.
Updated 3 months ago (2026-05-26 17:39 UTC)
7
49
5
MIT
ASCIIFlow MCP Server
Software Architecture Developer Tools Data Visualization
bobooooo
F
license
A
quality
C
maintenance
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to generate ASCII wireframes and diagrams from natural language descriptions. It provides commands for creating canvases and drawing boxes, lines, arrows, and text using a character-grid coordinate system.
Updated 5 months ago (2026-03-16 02:50 UTC)
8
1
Mermaid MCP Server
Developer Tools Software Architecture
wwwzhouhui
A
license
A
quality
B
maintenance
A Model Context Protocol server that converts Mermaid diagram code into various image formats (PNG, JPG, SVG, PDF) with theme customization options for AI clients.
Updated 4 days ago (2026-08-09 06:53 UTC)
3
9
MIT
figmad-mcp
Developer Tools App Automation Software Architecture
toro1221
F
license
A
quality
D
maintenance
Enables AI agents to interact with Figma to create, read, and manage designs using the Figma REST API and a dedicated plugin. It supports advanced features like UI generation from text, webpage reconstruction in Figma, and design token synchronization with codebases.
Updated 7 months ago (2026-01-18 04:54 UTC)
20
tldraw-mcp
App Automation Software Architecture Developer Tools
dpunj
A
license
A
quality
D
maintenance
A minimal MCP server for AI-driven canvas manipulation and visualization using tldraw. It enables AI clients to programmatically create, update, and manage shapes, flowcharts, and frames on a live interactive canvas.
Updated 6 months ago (2026-02-02 05:49 UTC)
9
1
MIT
sailfishos-mcp
Developer Tools App Automation Software Architecture
ilpianista
A
license
A
quality
D
maintenance
A MCP server for SailfishOS application development, creates new projects and add features following guidelines, performs build
Updated 3 months ago (2026-04-28 19:39 UTC)
9
4
MIT
Page Design Guide MCP
Developer Tools Software Architecture Content Management Systems
chihebnabil
F
license
A
quality
D
maintenance
Provides comprehensive design principles and best practices to help LLMs generate modern, accessible web pages through guidance on layouts, colors, and typography. It enables users to review design approaches and access expert recommendations for responsive design, component structure, and current industry trends.
Updated 7 months ago (2026-01-20 23:07 UTC)
12
28
3