MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 8 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5401 |
Orchestrator MCP
Claim
An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanc…
|
B 73 5⁄5 | ||||||||
| 5402 |
Enables AI agents to search and retrieve academic papers from China National Kn…
|
B 73 5⁄5 | ||||||||
| 5403 |
A Model Context Protocol (MCP) server implementation for the Google Gemini lang…
|
B 73 5⁄5 | ||||||||
| 5404 |
Enables AI agents to achieve production-ready solutions through iterative refin…
|
B 73 5⁄5 | ||||||||
| 5405 |
This project implements a Model Context Protocol (MCP) server providing Formula…
|
B 73 5⁄5 | ||||||||
| 5406 |
Enables MCP-compatible LLMs to interact with Miro whiteboards to manage boards,…
|
B 73 5⁄5 | ||||||||
| 5407 |
An MCP server that provides access to medical information, drug databases, and …
|
B 73 5⁄4 | ||||||||
| 5408 |
Enables direct creation and management of educational content on the EuConquist…
|
B 73 5⁄5 | ||||||||
| 5409 |
Enables fetching and converting web content into various formats including HTML…
|
B 73 5⁄5 | ||||||||
| 5410 |
Enables analysis of binary files (PE, ELF, Mach-O, COFF) by providing tools to …
|
B 73 4⁄4 | ||||||||
| 5411 |
Enables LLMs to retrieve current time information for specific IANA timezones o…
|
B 73 5⁄5 | ||||||||
| 5412 |
Provides cross-session memory for AI agents by maintaining a rolling 24-hour ev…
|
B 73 5⁄4 | ||||||||
| 5413 |
Enables natural language task management including logging, updating, and summa…
|
B 73 5⁄4 | ||||||||
| 5414 |
Connects Jira with Claude, enabling users to search issues, view issue details,…
|
B 73 5⁄5 | ||||||||
| 5415 |
scaled-mcp
Claim
ScaledMCP is a horizontally scalabled MCP and A2A Server. You know, for AI.
|
B 73 5⁄4 | ||||||||
| 5416 |
Connects AI assistants to GitLab to interact with merge requests, reviews, disc…
|
B 73 5⁄5 | ||||||||
| 5417 |
A Python-based system that provides AI-powered code reviews through simulated e…
|
B 73 5⁄5 | ||||||||
| 5418 |
A Model Context Protocol server that provides web content fetching capabilities…
|
B 73 5⁄5 | ||||||||
| 5419 |
Enables AI agents to access and analyze professional esports data for League of…
|
B 73 5⁄5 | ||||||||
| 5420 |
A Notion MCP server that enables searching, exporting, and importing pages as m…
|
B 73 5⁄4 | ||||||||
| 5421 |
MCP-RAG
Claim
An agentic AI system that orchestrates multiple specialized AI tools to perform…
|
B 73 5⁄5 | ||||||||
| 5422 |
A tool service that enables AI agents to interact with MySQL databases through …
|
B 73 5⁄5 | ||||||||
| 5423 |
Model Context Protocol server for Google Gemini AI with chat, research, and gro…
|
B 73 5⁄4 | ||||||||
| 5424 |
A Model Context Protocol (MCP) server that provides services for the bilibili.c…
|
B 73 6⁄4 | ||||||||
| 5425 |
A server that accepts image URLs and analyzes their content using GPT-4-turbo, …
|
B 73 5⁄4 | ||||||||
| 5426 |
GetUTC MCP Server
Claim
Provides accurate UTC time by aggregating and verifying data from multiple reli…
|
B 73 5⁄5 | ||||||||
| 5427 |
A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allo…
|
B 73 5⁄4 | ||||||||
| 5428 |
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
|
B 73 5⁄4 | ||||||||
| 5429 |
Provides access to the Rasmio API for searching and retrieving detailed informa…
|
B 73 5⁄5 | ||||||||
| 5430 |
A Model Context Protocol (MCP) server that provides access to Japanese weather …
|
B 73 5⁄5 | ||||||||
| 5431 |
Intelligent HTTP/HTTPS proxy server with MCP integration for automated traffic …
|
B 73 5⁄4 | ||||||||
| 5432 |
MCP Server for the Marvel Developer API, enabling interaction with characters a…
|
B 73 5⁄4 | ||||||||
| 5433 |
Enables Claude to execute commands and manage directory-aware panes within tmux…
|
B 73 5⁄4 | ||||||||
| 5434 |
An MCP server that exposes package.json scripts as tools for agents.
|
B 73 5⁄4 | ||||||||
| 5435 |
SwiftLens is a Model Context Protocol (MCP) server that provides deep, semantic…
|
B 73 5⁄4 | ||||||||
| 5436 |
Provides access to Mozilla's Searchfox code search service, enabling AI assista…
|
B 73 5⁄5 | ||||||||
| 5437 |
mcp-whatsapp-web
Claim
Whatsapp-Web MCP
|
B 73 5⁄4 | ||||||||
| 5438 |
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
|
B 73 5⁄5 | ||||||||
| 5439 |
Enables interaction with the Kalendis scheduling API to manage users, availabil…
|
B 73 5⁄5 | ||||||||
| 5440 |
airbroke
Claim
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error C…
|
B 73 5⁄4 | ||||||||
| 5441 |
Discord Cloud MCP
Claim
Provides full Discord API access via the Model Context Protocol, allowing users…
|
B 73 5⁄5 | ||||||||
| 5442 |
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
|
B 73 5⁄4 | ||||||||
| 5443 |
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
|
B 73 5⁄4 | ||||||||
| 5444 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
B 73 5⁄5 | ||||||||
| 5445 |
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
|
B 73 5⁄4 | ||||||||
| 5446 |
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
|
B 73 5⁄5 | ||||||||
| 5447 |
Enables management of dental clinic appointments through full CRUD operations, …
|
B 73 5⁄4 | ||||||||
| 5448 |
Enables video generation from text prompts or images using Google's Veo 3 API. …
|
B 73 5⁄5 | ||||||||
| 5449 |
MCP server for Philips Hue smart lighting control
|
B 73 5⁄4 | ||||||||
| 5450 |
Provides persistent memory and semantic code understanding for AI assistants us…
|
B 73 5⁄5 | ||||||||