"General information or troubleshooting related to errors" matching MCP servers:

Skill-to-MCP
Developer Tools Autonomous Agents RAG Systems
biocontext-ai
A
license
A
quality
C
maintenance
Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.
Updated 6 months ago (2026-02-27 17:36 UTC)
3
27
Apache 2.0
docs-to-mcp
Documentation Access Search RAG Systems
gabrielassisxyz
A
license
A
quality
B
maintenance
Enables searching and retrieving documentation from crawled documentation sites as an MCP server, allowing coding agents to query real docs instead of relying on training data.
Updated 14 days ago (2026-08-09 19:20 UTC)
4
MIT
claude-to-agy
Coding Agents AI & Machine Learning
rauls-kjarners
A
license
B
quality
A
maintenance
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI - saving context window and tokens for what matters.
Updated 2 months ago (2026-06-15 08:57 UTC)
1
12
MIT
web-to-markdown-mcp
Web Scraping Browser Automation
sidney
A
license
A
quality
B
maintenance
Fetches a URL and returns the main content as clean Markdown, using plain HTTP when possible and headless Chromium for JavaScript-rendered or bot-protected pages.
Updated a month ago (2026-07-26 17:43 UTC)
1
MIT
document-to-json-mcp
Data Platforms AI & Machine Learning
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.
Updated 2 months ago (2026-06-25 16:25 UTC)
5
8
MIT
figma-to-react-mcp
Design Tools Developer Tools
sankalp51
A
license
A
quality
C
maintenance
Converts a Figma file into a React project using Ant Design, AG Grid, ApexCharts, and Tailwind CSS, with optional export of mobile screens as a React Native (Expo) app.
Updated a month ago (2026-07-17 15:38 UTC)
7
24
MIT
io.github.Engr-FaizanAli/text
Text-to-Speech Speech Processing Audio Processing
Engr-FaizanAli
A
license
A
quality
A
maintenance
Text-to-speech MCP server that enables AI assistants to read text aloud on the user's computer using Windows SAPI, with no API key or cloud service required.
Updated 3 days ago (2026-08-20 05:21 UTC)
1
1
MIT
System Information MCP Server
Monitoring OS Automation Observability
dknell
F
license
A
quality
C
maintenance
Provides real-time system metrics and information through a Model Context Protocol interface, enabling access to CPU usage, memory statistics, disk information, network status, and running processes.
Updated a year ago (2025-07-01 03:50 UTC)
7
5
Text-to-GraphQL MCP Server
Search API Testing Developer Tools
Arize-ai
F
license
A
quality
D
maintenance
Converts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.
Updated 6 months ago (2026-02-11 20:04 UTC)
5
24
MCP Ask-to-Code
Coding Agents Autonomous Agents
CJavierSaldana
A
license
A
quality
D
maintenance
An autonomous MCP server that uses the Claude Code CLI to solve coding problems without permission prompts.
Updated 7 months ago (2026-01-09 19:18 UTC)
1
MIT
inbox-to-action-mcp
Autonomous Agents Email Project Management
tarunlnmiit
A
license
A
quality
A
maintenance
One-pass agentic inbox triage as an MCP server: fetch unread Gmail → classify (action_needed/fyi/newsletter/noise) → summarize → extract tasks → draft replies as Gmail DRAFTS (never sends) → flag calendar → write a triage report. Four stdio tools (fetch_emails, save_gmail_draft, append_tasks, write_report); the host is the LLM, so it runs keyless in Claude Code. Gmail scopes: readonly + compose
Updated a month ago (2026-07-26 09:03 UTC)
4
MIT
Cursor Talk to Figma MCP
Design Tools Developer Tools
ysocrius
F
license
B
quality
D
maintenance
Enables Cursor AI to read and modify Figma designs programmatically via the Model Context Protocol.
Updated a year ago (2025-07-10 14:29 UTC)
38
882
3
Talk to Figma MCP
Design Tools Developer Tools
edgen-design
A
license
B
quality
D
maintenance
An MCP server that integrates AI agents with Figma, enabling reading and programmatic modification of designs.
Updated 5 months ago (2026-03-10 05:13 UTC)
41
MIT
Talk to Figma MCP
Design Tools Developer Tools
kctw-dev
A
license
B
quality
C
maintenance
Enables AI agents to directly control Figma Desktop via MCP, supporting UI creation, editing, prototyping, and variable management with over 60 tools.
Updated 25 days ago (2026-07-29 06:43 UTC)
65
882
1
MIT
Claude Talk to Figma MCP
RAG Systems Developer Tools Autonomous Agents
arinspunk
A
license
C
quality
C
maintenance
Enables Claude Desktop and other AI tools to interact directly with Figma, allowing for powerful AI-assisted design capabilities through natural language commands.
Updated 4 months ago (2026-04-18 15:43 UTC)
92
2,316
648
MIT
json-to-model
API Testing Developer Tools
Ramzanelayodath
F
license
C
quality
C
maintenance
MCP server that fetches API responses and generates ready-to-use model/POJO classes in your configured language, with built-in login/refresh token handling.
Updated 7 days ago (2026-08-16 08:10 UTC)
3
text-to-speech
Text-to-Speech Speech Processing
ahamed-kashif
F
license
A
quality
C
maintenance
Enables text-to-speech conversion using Google Translate's TTS, supporting many languages and accents, and saving MP3 files.
Updated 2 months ago (2026-06-30 10:12 UTC)
2
DB Schenker Shipment
Web Scraping Travel & Transportation
VVikingsson
A
license
A
quality
D
maintenance
Enables users to retrieve and structure shipment tracking information from DB Schenker's website using natural language queries.
Updated 6 months ago (2026-02-26 16:28 UTC)
1
1
MIT
gmail-mcp-send-to-list-only
Email Security
bajor
F
license
A
quality
A
maintenance
An MCP server that sends plain-text Gmail messages only to a predefined allowlist, using generated recipient IDs instead of email addresses to enforce security.
Updated 24 days ago (2026-07-30 19:02 UTC)
2
1
mcp-server-return-to-dark
Games & Gamification Home Automation & IoT
ChessMess
A
license
A
quality
F
maintenance
Lets AI assistants control the physical Return to Dark Tower board game tower via Bluetooth, enabling connection, calibration, sound, lights, drum rotation, seal breaking, and game sequences through natural language.
Updated a month ago (2026-07-15 20:08 UTC)
34
34
MIT