MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15351 |
This server enables natural language interaction between a user and their Kuzu …
|
F 30 5⁄4 | ||||||||
| 15352 |
Persistent memory with knowledge graph visualization, semantic/hybrid search, c…
|
F 30 5⁄5 | ||||||||
| 15353 |
A comprehensive Model Context Protocol server that enables Claude Code to perfo…
|
F 30 5⁄4 | ||||||||
| 15354 |
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
|
F 30 5⁄5 | ||||||||
| 15355 |
A Model Context Protocol server for accessing NovaCV resume services API, enabl…
|
F 30 5⁄5 | ||||||||
| 15356 |
SafeLink lets AI agents hire other AI agents — and get hired — with cryptograph…
|
F 30 5⁄4 | ||||||||
| 15357 |
A focused project memory system that provides knowledge graph capabilities and …
|
F 30 5⁄4 | ||||||||
| 15358 |
An MCP server for running code locally via Docker and supporting multiple progr…
|
F 30 5⁄4 | ||||||||
| 15359 |
Generate and scan QR codes easily
|
F 30 5⁄4 | ||||||||
| 15360 |
Allows deployment of a Model Context Protocol server on Cloudflare Workers with…
|
F 30 5⁄5 | ||||||||
| 15361 |
Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with B…
|
F 30 5⁄4 | ||||||||
| 15362 |
Enables autonomous data exploration on .csv-based datasets, providing intellige…
|
F 30 5⁄5 | ||||||||
| 15363 |
A Model Context Protocol server that allows AI applications to interact with Cr…
|
F 30 5⁄5 | ||||||||
| 15364 |
A Model Context Protocol server that enables interaction with KiCad electronic …
|
F 30 5⁄5 | ||||||||
| 15365 |
An ingredient-based recommendation engine that identifies similar products usin…
|
F 30 5⁄4 | ||||||||
| 15366 |
A lightweight and modular framework for building MCP-based file management syst…
|
F 30 5⁄5 | ||||||||
| 15367 |
Provides tools for automated company research, competitor identification, and b…
|
F 30 5⁄5 | ||||||||
| 15368 |
Enables AI assistants to print documents, manage print queues, and control prin…
|
F 30 5⁄4 | ||||||||
| 15369 |
An MCP server that registers customizable prompt templates as tools for natural…
|
F 30 5⁄5 | ||||||||
| 15370 |
Chat with OpenAI's smartest models
|
F 30 5⁄5 | ||||||||
| 15371 |
Draw on your website, let your AI agent see it. Visual context for code generat…
|
F 30 6⁄6 | ||||||||
| 15372 |
MCP server for sequential thinking and complex problem-solving. Built iterative…
|
F 30 5⁄5 | ||||||||
| 15373 |
Enables AI assistants to build and query temporally-aware knowledge graphs from…
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F 30 5⁄5 | ||||||||
| 15374 |
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
|
F 30 6⁄6 | ||||||||
| 15375 |
Extracts watermark-free videos and images from Douyin (TikTok) and Xiaohongshu …
|
F 30 5⁄5 | ||||||||
| 15376 |
Enables AI assistants to read, search, and analyze local file systems with tool…
|
F 30 5⁄4 | ||||||||
| 15377 |
MCP server for Pinchwork - an agent-to-agent task marketplace with credits-base…
|
F 30 6⁄6 | ||||||||
| 15378 |
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity…
|
F 30 5⁄4 | ||||||||
| 15379 |
A FastMCP server providing real-time weather, news retrieval, and local note ma…
|
F 30 5⁄5 | ||||||||
| 15380 |
Pinecone integration with vector search capabilities
|
F 30 5⁄5 | ||||||||
| 15381 |
Enables Claude to collect and search for product feedback directly from Slack w…
|
F 30 5⁄5 | ||||||||
| 15382 |
Three-layer memory system for agents (identity/active/archive) with semantic se…
|
F 30 5⁄4 | ||||||||
| 15383 |
Enables control of Philips Hue lights through Claude and other LLM interfaces u…
|
F 30 5⁄5 | ||||||||
| 15384 |
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functio…
|
F 30 5⁄4 | ||||||||
| 15385 |
MCP server that provides browser automation capabilities through a Chrome exten…
|
F 30 5⁄4 | ||||||||
| 15386 |
MCP server for a queryable database for aging and longevity research from the O…
|
F 30 5⁄5 | ||||||||
| 15387 |
MCP server for web content fetching, summarizing, comparing, and extracting inf…
|
F 30 5⁄4 | ||||||||
| 15388 |
Enables natural language exploration and querying of Google BigQuery datasets t…
|
F 30 6⁄6 | ||||||||
| 15389 |
Enables interaction with Amazon services through AI assistants, allowing users …
|
F 30 5⁄5 | ||||||||
| 15390 |
Certification authority for AI agents. Register, take adversarial exams, earn c…
|
F 30 6⁄6 | ||||||||
| 15391 |
An implementation of Claude Code capabilities using MCP, enabling AI code under…
|
F 30 5⁄4 | ||||||||
| 15392 |
An MCP server that enables users to book, cancel, reschedule, and list appointm…
|
F 30 5⁄4 | ||||||||
| 15393 |
MCP server for video analysis — extracts transcripts, key frames, OCR text, and…
|
F 30 5⁄5 | ||||||||
| 15394 |
Enables managing an organic stevia products e-commerce store through natural la…
|
F 30 5⁄5 | ||||||||
| 15395 |
Provides static code analysis for enterprise-scale Haskell codebases with 40+ c…
|
F 30 5⁄5 | ||||||||
| 15396 |
An advanced MCP server for Cline that leverages EverArt's AI models to generate…
|
F 30 5⁄5 | ||||||||
| 15397 |
A minimal Model Context Protocol server that provides a safety guardrail tool t…
|
F 30 5⁄4 | ||||||||
| 15398 |
Enables AI assistants to interact with MikroTik RouterOS devices through API an…
|
F 30 5⁄5 | ||||||||
| 15399 |
A Python-based MCP server that crawls websites to extract and save content as m…
|
F 30 5⁄5 | ||||||||
| 15400 |
A lightweight yet robust server that empowers AI assistants to securely execute…
|
F 30 5⁄4 | ||||||||