MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15401 |
A powerful Model Context Protocol (MCP) server that provides an access to serve…
|
F 30 5⁄4 | ||||||||
| 15402 |
Converts images, PDFs, Word documents, and Excel spreadsheets to structured mar…
|
F 30 5⁄5 | ||||||||
| 15403 |
A MCP server that enables Claude to discover and call any API endpoint through …
|
F 30 5⁄5 | ||||||||
| 15404 |
Enables users to query both structured and unstructured data in Snowflake using…
|
F 30 5⁄4 | ||||||||
| 15405 |
Provides access to over 600 AI models on fal.ai for generating and editing imag…
|
F 30 5⁄4 | ||||||||
| 15406 |
test
|
F 30 5⁄5 | ||||||||
| 15407 |
Enables AI to search and retrieve South Korean legal information from the Natio…
|
F 30 5⁄5 | ||||||||
| 15408 |
A Model Context Protocol server that provides LLMs with read and write access t…
|
F 30 5⁄5 | ||||||||
| 15409 |
Provide seamless integration with DeepWriter's AI content generation and projec…
|
F 30 5⁄4 | ||||||||
| 15410 |
Maintains consistent LLM interaction styles across conversations by storing emo…
|
F 30 5⁄5 | ||||||||
| 15411 |
Enables real-time communication between Claude Code instances across multiple m…
|
F 30 5⁄5 | ||||||||
| 15412 |
Enterprise-grade Rust implementation of Anthropic's MCP protocol
|
F 30 5⁄4 | ||||||||
| 15413 |
Official MCP server for pplog - a poem sharing service
|
F 30 5⁄4 | ||||||||
| 15414 |
Enables autonomous data exploration on .csv-based datasets, providing intellige…
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F 30 5⁄5 | ||||||||
| 15415 |
Enables interaction with 0G.AI decentralized infrastructure including documenta…
|
F 30 5⁄5 | ||||||||
| 15416 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
F 30 5⁄5 | ||||||||
| 15417 |
Enables AI agents to create, modify, and manage Figma designs through natural l…
|
F 30 5⁄5 | ||||||||
| 15418 |
Enables AI assistants to interact with MikroTik RouterOS devices through API an…
|
F 30 5⁄5 | ||||||||
| 15419 |
Built from the ground-up for agents, Vessel Browser is an open source AI browse…
|
F 30 5⁄4 | ||||||||
| 15420 |
Integrates Jimeng AI image and video generation services through MCP protocol, …
|
F 30 5⁄5 | ||||||||
| 15421 |
An MCP server implementation that maximizes Gemini's 2M token context window wi…
|
F 30 5⁄5 | ||||||||
| 15422 |
A secure, tunnel-native database bridge for AI agents. Connects localhost & on-…
|
F 30 5⁄5 | ||||||||
| 15423 |
This application is a powerful browser monitoring and interaction tool that ena…
|
F 30 5⁄4 | ||||||||
| 15424 |
Persistent memory + git snapshots for Claude Code. Never lose context or code.
|
F 30 5⁄4 | ||||||||
| 15425 |
Fetches Wordle solutions from the Wordle API for dates ranging from May 19, 202…
|
F 30 5⁄5 | ||||||||
| 15426 |
Enables AI-assisted image generation from text prompts using multiple providers…
|
F 30 6⁄6 | ||||||||
| 15427 |
Provide academic paper search capabilities by querying Google Scholar through a…
|
F 30 6⁄6 | ||||||||
| 15428 |
The Model Context Protocol (MCP) server provides a conversational interface for…
|
F 30 5⁄5 | ||||||||
| 15429 |
A Model Context Protocol (MCP) server that provides JSON-RPC functionality thro…
|
F 30 5⁄5 | ||||||||
| 15430 |
A behavioral intelligence server that detects a user's unique interaction style…
|
F 30 5⁄4 | ||||||||
| 15431 |
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
F 30 5⁄4 | ||||||||
| 15432 |
A Model Context Protocol server that provides Retrieval-Augmented Generation ca…
|
F 30 5⁄5 | ||||||||
| 15433 |
eXtended Threat Management MCP Servers
|
F 30 5⁄4 | ||||||||
| 15434 |
Greet anyone by name with a friendly hello. Explore the origin of 'Hello, World…
|
F 30 6⁄6 | ||||||||
| 15435 |
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
|
F 30 6⁄6 | ||||||||
| 15436 |
Enables AI models to search and read technical discussions, customizations, and…
|
F 30 5⁄4 | ||||||||
| 15437 |
A versatile MCP server framework that enables AI capabilities like remote contr…
|
F 30 5⁄5 | ||||||||
| 15438 |
A Model Context Protocol server that provides tools for code modification and g…
|
F 30 5⁄5 | ||||||||
| 15439 |
This MCP server enables the generation of structured fitness content, including…
|
F 30 5⁄5 | ||||||||
| 15440 |
Connect Legacy Databases to AI Agents via Model Context Protocol. Open-source b…
|
F 30 5⁄4 | ||||||||
| 15441 |
Zero-dependency MCP memory server. Single binary, 100% local, no Docker.
|
F 30 5⁄4 | ||||||||
| 15442 |
Provides tools for automated company research, competitor identification, and b…
|
F 30 5⁄5 | ||||||||
| 15443 |
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity…
|
F 30 5⁄4 | ||||||||
| 15444 |
Accesses the doppelgangers.ai Social Media Context API to provide contextualize…
|
F 30 5⁄5 | ||||||||
| 15445 |
Enables interaction with the Civitai API to search for AI models, browse images…
|
F 30 5⁄5 | ||||||||
| 15446 |
A centralized Model Context Protocol server that provides common development to…
|
F 30 5⁄4 | ||||||||
| 15447 |
An AI-driven web3 collaboration protocol that enables users to create, collabor…
|
F 30 5⁄4 | ||||||||
| 15448 |
Automatically enhances user prompts by applying expert-level prompt engineering…
|
F 30 5⁄4 | ||||||||
| 15449 |
This server enables LLMs to design, simulate, and debug electronic circuits usi…
|
F 30 5⁄4 | ||||||||
| 15450 |
Enables automated collection and AI-powered filtering of public QQ channel post…
|
F 30 5⁄5 | ||||||||