MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15951 |
An MCP server that enables local AI models to receive guidance from remote 'sen…
|
F 30 5⁄5 | ||||||||
| 15952 |
An MCP server that enables interaction with CalDAV calendars to manage events a…
|
F 30 5⁄5 | ||||||||
| 15953 |
Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using…
|
F 30 5⁄5 | ||||||||
| 15954 |
Web scraping, code review, content gen, sentiment. Zero Core Tools.
|
F 30 5⁄4 | ||||||||
| 15955 |
Turn a web service into an MCP server in one click without making any code chan…
|
F 30 5⁄5 | ||||||||
| 15956 |
A Model Context Protocol server that transforms text into structured JSON data …
|
F 30 5⁄4 | ||||||||
| 15957 |
A lightweight Flask-based server that enables Claude AI to perform real-time we…
|
F 30 5⁄5 | ||||||||
| 15958 |
Connects MCP clients to the 638Labs registry to discover, route, and auction ta…
|
F 30 5⁄5 | ||||||||
| 15959 |
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
|
F 30 5⁄4 | ||||||||
| 15960 |
Collection of B2B sales intelligence MCP servers. Includes website analysis, te…
|
F 30 5⁄4 | ||||||||
| 15961 |
Enables Claude to interact with Things 3 on macOS, allowing users to create, up…
|
F 30 5⁄4 | ||||||||
| 15962 |
A TypeScript-based document processing server that supports various document fo…
|
F 30 5⁄5 | ||||||||
| 15963 |
|
F 30 5⁄4 | ||||||||
| 15964 |
Enables HTTP Request Smuggling vulnerability scanning by wrapping the Smuggler …
|
F 30 5⁄5 | ||||||||
| 15965 |
An MCP server that provides access to Tekuila restaurant menus with AI-powered …
|
F 30 5⁄5 | ||||||||
| 15966 |
Facilitates interaction with AWS Bedrock-enabled tools by implementing Anthropi…
|
F 30 5⁄5 | ||||||||
| 15967 |
Exposes Vercel AI SDK Core capabilities (generateObject, generateText, streamTe…
|
F 30 5⁄5 | ||||||||
| 15968 |
A Model Context Protocol server that combines DeepSeek R1's reasoning capabilit…
|
F 25 5⁄5 | ||||||||
| 15969 |
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP…
|
F 25 5⁄4 | ||||||||
| 15970 |
Enables AI assistants to read from and write to Notion databases through the Re…
|
F 25 5⁄5 | ||||||||
| 15971 |
MCP server for NanoBanana AI image generation and editing
|
F 25 6⁄6 | ||||||||
| 15972 |
Enables AI assistants to generate images using Cloudflare Workers AI models dir…
|
F 25 5⁄5 | ||||||||
| 15973 |
CalDAV calendar operations (list, create, update, delete events) as MCP tools.
|
F 25 5⁄5 | ||||||||
| 15974 |
Build autonomous AI agents in Python.
|
F 25 5⁄4 | ||||||||
| 15975 |
An MCP Server implementation that enables managing Confluence wiki pages throug…
|
F 25 5⁄5 | ||||||||
| 15976 |
A Model Context Protocol server that enables automated end-to-end testing with …
|
F 25 5⁄4 | ||||||||
| 15977 |
Provides AI-powered development assistance with continuous chain-of-thought rea…
|
F 25 5⁄5 | ||||||||
| 15978 |
Enables AI image generation, editing, and composition using Google's Gemini ima…
|
F 25 5⁄5 | ||||||||
| 15979 |
AI agent governance MCP server with policy enforcement, quantum-safe audit trai…
|
F 25 5⁄4 | ||||||||
| 15980 |
MCP server for Dataiku DSS project, flow, and operations APIs.
|
F 25 5⁄4 | ||||||||
| 15981 |
An educational implementation of a Model Context Protocol server that demonstra…
|
F 25 5⁄5 | ||||||||
| 15982 |
A group of model context protocol servers provide cognitive enhancement tools f…
|
F 25 5⁄5 | ||||||||
| 15983 |
Enables AI models to search the web for current information before generating r…
|
F 25 5⁄5 | ||||||||
| 15984 |
Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool…
|
F 25 5⁄4 | ||||||||
| 15985 |
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publ…
|
F 25 5⁄5 | ||||||||
| 15986 |
Figma MCP Bridge is a combined Figma plugin and MCP server that bypasses Figma'…
|
F 25 5⁄5 | ||||||||
| 15987 |
Enables users to fetch, analyze, and manage LinkedIn posts data through tools t…
|
F 25 5⁄5 | ||||||||
| 15988 |
Enables AI assistants to access TestFlight beta tester feedback, including scre…
|
F 25 5⁄5 | ||||||||
| 15989 |
Maple is a unified MCP server for agent observability, safety control, and beha…
|
F 25 5⁄5 | ||||||||
| 15990 |
Integrates with Facebook Pages to enable direct management of posts, comments, …
|
F 25 5⁄5 | ||||||||
| 15991 |
A Model Context Protocol server that provides a scalable backend solution for e…
|
F 25 5⁄5 | ||||||||
| 15992 |
Integrates Atlassian products (Confluence, Jira) with Model Context Protocol, e…
|
F 25 5⁄5 | ||||||||
| 15993 |
An MCP server that integrates FindMine's product styling and outfit recommendat…
|
F 25 5⁄5 | ||||||||
| 15994 |
A secure Model Context Protocol server that provides controlled filesystem acce…
|
F 25 5⁄5 | ||||||||
| 15995 |
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
|
F 25 5⁄5 | ||||||||
| 15996 |
Enables AI tools to manage Kontent.ai content through natural language, support…
|
F 25 5⁄4 | ||||||||
| 15997 |
Generates 2D game assets (sprites, icons, tilesets, characters, animations) usi…
|
F 25 5⁄4 | ||||||||
| 15998 |
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
|
F 25 5⁄5 | ||||||||
| 15999 |
MCP server for FastBCP — high-performance parallel database export to files and…
|
F 25 5⁄5 | ||||||||
| 16000 |
Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypt…
|
F 25 5⁄5 | ||||||||