MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 2 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16501 |
Generates 2D game assets (sprites, icons, tilesets, characters, animations) usi…
|
F 25 5⁄4 | ||||||||
| 16502 |
An MCP server for the Sui blockchain that enables AI agents to manage accounts,…
|
F 25 5⁄5 | ||||||||
| 16503 |
Enables MCP agents to request human confirmation for actions via a Telegram bot…
|
F 25 5⁄5 | ||||||||
| 16504 |
A containerized server that enables AI clients to perform automated network pac…
|
F 25 5⁄5 | ||||||||
| 16505 |
An MCP server that provides interactive visualizations including tables, charts…
|
F 25 5⁄4 | ||||||||
| 16506 |
A Model Context Protocol server that enables AI assistants to perform advanced …
|
F 25 5⁄5 | ||||||||
| 16507 |
Enables network discovery, port scanning, and infrastructure monitoring with de…
|
F 25 5⁄4 | ||||||||
| 16508 |
Enables AI assistants to create and manage Mochi Cards flashcards, including ca…
|
F 25 6⁄6 | ||||||||
| 16509 |
Provides programmatic access to ingest and query Windows event logs (especially…
|
F 25 5⁄4 | ||||||||
| 16510 |
A server that provides access to Alibaba Cloud workitem descriptions through MC…
|
F 25 5⁄5 | ||||||||
| 16511 |
Enables Cursor and Windsurf to safely manage Supabase databases, execute SQL qu…
|
F 25 5⁄5 | ||||||||
| 16512 |
Open-source multi-agent task board for OpenClaw. Kanban + DAG dependencies + MC…
|
F 25 5⁄5 | ||||||||
| 16513 |
Discover and compare L402 and x402 paid API services from satring.com, a curate…
|
F 25 5⁄5 | ||||||||
| 16514 |
A server implementation that streams real-time Binance market data (spot and fu…
|
F 25 5⁄5 | ||||||||
| 16515 |
Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-c…
|
F 25 6⁄6 | ||||||||
| 16516 |
A TypeScript server that provides Claude AI with seamless access to any GraphQL…
|
F 25 5⁄5 | ||||||||
| 16517 |
Enables users to create and interact with hand-drawn sketches and architecture …
|
F 25 6⁄6 | ||||||||
| 16518 |
MindBridge is an AI orchestration MCP server that lets any app talk to any LLM …
|
F 25 5⁄5 | ||||||||
| 16519 |
A server that provides AI-powered image generation, modification, and processin…
|
F 25 5⁄5 | ||||||||
| 16520 |
An open-source MCP server for macOS and Windows that provides native desktop co…
|
F 25 5⁄4 | ||||||||
| 16521 |
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
|
F 25 5⁄5 | ||||||||
| 16522 |
Enables users to create and manage activities in the meupontoonline system thro…
|
F 25 5⁄5 | ||||||||
| 16523 |
Enables users to search for geographic locations and visualize them on an inter…
|
F 25 5⁄5 | ||||||||
| 16524 |
A Node.js server that integrates with pytest to facilitate the ModelContextProt…
|
F 25 5⁄4 | ||||||||
| 16525 |
Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 f…
|
F 25 5⁄5 | ||||||||
| 16526 |
Manage your entire Sevalla cloud infrastructure from AI agents. Hosted remote s…
|
F 25 5⁄5 | ||||||||
| 16527 |
Enables the management of AI-powered VibeKit apps, allowing users to control de…
|
F 25 6⁄6 | ||||||||
| 16528 |
An MCP server that enables users to transform AI conversations into a structure…
|
F 25 6⁄6 | ||||||||
| 16529 |
Provides structured access to semiconductor industry platforms to search for IP…
|
F 25 5⁄5 | ||||||||
| 16530 |
Enables sending emails through 126 mailbox SMTP service with support for plain …
|
F 25 5⁄5 | ||||||||
| 16531 |
Enables access to Columbus School for Girls Veracross portal features including…
|
F 25 5⁄5 | ||||||||
| 16532 |
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered …
|
F 25 5⁄4 | ||||||||
| 16533 |
Canvas LMS integration for students and educators with FERPA-compliant analytic…
|
F 25 6⁄6 | ||||||||
| 16534 |
MCP server for OpenTable - let AI agents book restaurant reservations and manag…
|
F 25 5⁄4 | ||||||||
| 16535 |
Developer utilities: SEO optimization, document conversion, domain lookup, emai…
|
F 25 5⁄5 | ||||||||
| 16536 |
A streamlined MCP server that provides essential AI-powered tools for interacti…
|
F 25 5⁄5 | ||||||||
| 16537 |
Connects Claude Desktop to Tableau Server for natural language interactions wit…
|
F 25 5⁄5 | ||||||||
| 16538 |
Persistent memory and payment safety for AI agents on Lightning. Enables agents…
|
F 25 6⁄6 | ||||||||
| 16539 |
MCP server providing access to the Scorecard API to evaluate and optimize LLM s…
|
F 25 6⁄6 | ||||||||
| 16540 |
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
|
F 25 5⁄5 | ||||||||
| 16541 |
A Model Context Protocol server that enables users to query, retrieve details, …
|
F 25 5⁄5 | ||||||||
| 16542 |
A specialized MCP server that enables AI agents to interact with Reddit, includ…
|
F 25 5⁄5 | ||||||||
| 16543 |
Implementation of HTTP 402 (payment required http code) relying on Solana
|
F 25 6⁄6 | ||||||||
| 16544 |
Agent-optimized MCP server for Kit.com email marketing. 13 composite tools, 100…
|
F 25 5⁄4 | ||||||||
| 16545 |
A server that implements the Model Context Protocol to connect LLMs to Brightsy…
|
F 25 6⁄6 | ||||||||
| 16546 |
AI-powered SVG icon generation MCP server. Generate production-ready SVG icons …
|
F 25 5⁄5 | ||||||||
| 16547 |
A general-purpose MCP server providing time-related utilities such as fetching …
|
F 25 5⁄5 | ||||||||
| 16548 |
A TypeScript-based MCP server that enables AI agents to send messages to Micros…
|
F 25 5⁄5 | ||||||||
| 16549 |
Enables AI image generation through Ketchup AI with automatic prompt optimizati…
|
F 25 5⁄5 | ||||||||
| 16550 |
A Node.js server that enables AI Clients to interact with the Directus CMS API …
|
F 25 5⁄5 | ||||||||