MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15301 |
dingding webhook mcp server
|
F 30 5⁄5 | ||||||||
| 15302 |
Enables text-to-speech functionality on macOS using the say command, offering e…
|
F 30 5⁄4 | ||||||||
| 15303 |
Upload Markdown to Confluence with auto-converted Mermaid diagrams, code blocks…
|
F 30 5⁄5 | ||||||||
| 15304 |
Enables AI-powered frontend code review and unit test generation for Phabricato…
|
F 30 5⁄5 | ||||||||
| 15305 |
Automates job searching and initial communication on the Boss Zhipin platform b…
|
F 30 5⁄5 | ||||||||
| 15306 |
A Python MCP server that enables semantic search through Search Labs blog posts…
|
F 30 5⁄5 | ||||||||
| 15307 |
An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genom…
|
F 30 5⁄5 | ||||||||
| 15308 |
Enables users to generate presentation slides using 2slides.com's API through C…
|
F 30 6⁄6 | ||||||||
| 15309 |
An MCP server for Trae AI that enables automated creation and management of Ope…
|
F 30 5⁄4 | ||||||||
| 15310 |
Connects to Obsidian vaults via the Local REST API plugin, enabling AI-assisted…
|
F 30 5⁄4 | ||||||||
| 15311 |
An MCP server that provides healthcare tools for interacting with FHIR data and…
|
F 30 5⁄5 | ||||||||
| 15312 |
A Model Context Protocol server for accessing NovaCV resume services API, enabl…
|
F 30 5⁄5 | ||||||||
| 15313 |
Integrates with the Laravel Forge API to provide comprehensive management of se…
|
F 30 5⁄5 | ||||||||
| 15314 |
An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into st…
|
F 30 5⁄5 | ||||||||
| 15315 |
Enables control of Philips Hue lights through Claude and other LLM interfaces u…
|
F 30 5⁄5 | ||||||||
| 15316 |
Enables users to create and interact with hand-drawn Excalidraw diagrams featur…
|
F 30 6⁄6 | ||||||||
| 15317 |
Enables PTZ camera control with gimbal positioning, snapshots, and AI visual an…
|
F 30 5⁄4 | ||||||||
| 15318 |
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios,…
|
F 30 5⁄5 | ||||||||
| 15319 |
A secure middleware that intercepts AI agent tool calls to evaluate risks and m…
|
F 30 5⁄5 | ||||||||
| 15320 |
Search VeChain documentation, query on-chain data, and fetch fee suggestions wi…
|
F 30 6⁄6 | ||||||||
| 15321 |
MCP server for Pinchwork - an agent-to-agent task marketplace with credits-base…
|
F 30 6⁄6 | ||||||||
| 15322 |
Reddit integration to analyze content on WallStreetBets community
|
F 30 5⁄5 | ||||||||
| 15323 |
A Model Context Protocol server allowing Claude AI to interact with AWS resourc…
|
F 30 5⁄5 | ||||||||
| 15324 |
Provides unified natural language access to 40+ astronomical databases and surv…
|
F 30 5⁄5 | ||||||||
| 15325 |
A self-hosted MCP server that crawls, indexes, and searches documentation from …
|
F 30 5⁄4 | ||||||||
| 15326 |
Search and discover 500+ tools, APIs, and services for AI agents. Browse 15 cat…
|
F 30 6⁄6 | ||||||||
| 15327 |
Enables interaction with Foreman instances to manage systems through the Model …
|
F 30 5⁄5 | ||||||||
| 15328 |
Enables efficient code navigation and retrieval through natural language search…
|
F 30 5⁄4 | ||||||||
| 15329 |
Enforces GINIALTECH project conventions and protects critical files while provi…
|
F 30 5⁄4 | ||||||||
| 15330 |
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
|
F 30 5⁄4 | ||||||||
| 15331 |
A FastMCP server providing real-time weather, news retrieval, and local note ma…
|
F 30 5⁄5 | ||||||||
| 15332 |
A Flask-based server that implements Model Context Protocol to enhance LLMs wit…
|
F 30 5⁄5 | ||||||||
| 15333 |
Reduce context usage on file use. Send only unified diffs instead of full files…
|
F 30 5⁄5 | ||||||||
| 15334 |
A basic MCP server adapted from the official quickstart guide that provides wea…
|
F 30 5⁄4 | ||||||||
| 15335 |
Returns verified financial data (SEC EDGAR & FRED) with machine-readable citati…
|
F 30 5⁄4 | ||||||||
| 15336 |
Agent wallet, email, phone, and 41 paid tools: search, image/video/music gen, S…
|
F 30 5⁄5 | ||||||||
| 15337 |
Enhance your applications with intelligent context-aware capabilities. Leverage…
|
F 30 5⁄4 | ||||||||
| 15338 |
An interactive chat interface that combines Ollama's LLM capabilities with Post…
|
F 30 5⁄4 | ||||||||
| 15339 |
Explore your local files with fast glob matching and text search. Find files ac…
|
F 30 5⁄4 | ||||||||
| 15340 |
Provides LLMs with persistent memory across conversations using a knowledge gra…
|
F 30 5⁄5 | ||||||||
| 15341 |
A server that enables generating images through the Replicate API by calling th…
|
F 30 5⁄5 | ||||||||
| 15342 |
Enables comprehensive management of Zendesk tickets, comments, and Help Center …
|
F 30 5⁄5 | ||||||||
| 15343 |
A Model Context Protocol server that enables AI agents to access, search, and u…
|
F 30 5⁄5 | ||||||||
| 15344 |
A Simple Model Context Protocol server that enables AI assistants to interact w…
|
F 30 5⁄5 | ||||||||
| 15345 |
Access your reMarkable tablet - read documents, browse files, extract text and …
|
F 30 5⁄4 | ||||||||
| 15346 |
Enables management of Sprite VMs through interactive dashboards and terminal in…
|
F 30 6⁄6 | ||||||||
| 15347 |
MCP server that fetches YouTube video transcripts and optionally summarizes the…
|
F 30 5⁄4 | ||||||||
| 15348 |
A TypeScript-based Model Context Protocol server that enables large language mo…
|
F 30 5⁄5 | ||||||||
| 15349 |
|
F 30 5⁄4 | ||||||||
| 15350 |
Enables AI agents to manage Obsidian vaults through full CRUD operations, wikil…
|
F 30 5⁄4 | ||||||||