MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23401 |
UniFi MCP Server
Claim
Provides AI assistants with access to UniFi Network and Protect infrastructure …
|
C 59 4⁄4 | ||||||||
| 23402 |
Meet WebHive, the AI-powered browser that takes care of tasks for you. No more …
|
C 59 4⁄3 | ||||||||
| 23403 |
Model Context Protocol server that integrates with Atlassian Confluence and Jir…
|
C 59 4⁄3 | ||||||||
| 23404 |
An interactive Python code execution tool that allows users and LLMs to safely …
|
C 59 4⁄4 | ||||||||
| 23405 |
A Model Context Protocol (MCP) server that converts various file formats to Mar…
|
C 59 4⁄3 | ||||||||
| 23406 |
Empowers AI assistants with real-world capabilities including note management, …
|
C 59 4⁄4 | ||||||||
| 23407 |
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any M…
|
C 59 4⁄3 | ||||||||
| 23408 |
Enables AI assistants to search flights and hotels, access AI-powered price for…
|
C 59 4⁄4 | ||||||||
| 23409 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 59 4⁄4 | ||||||||
| 23410 |
Enables AI assistants to interact with Atlassian products (Confluence and Jira)…
|
C 59 4⁄4 | ||||||||
| 23411 |
MobSF MCP Server
Claim
A Node.js-based Model Context Protocol implementation that provides a standardi…
|
C 59 4⁄4 | ||||||||
| 23412 |
MCP server for Alibaba Cloud Domain - check availability, query details, list d…
|
C 59 3⁄3 | ||||||||
| 23413 |
Codebase context compiler for AI agents. Graph-ranked, token-budgeted, tier-com…
|
C 59 4⁄3 | ||||||||
| 23414 |
Provides cross-platform terminal access through MCP, enabling AI assistants to …
|
C 59 4⁄4 | ||||||||
| 23415 |
A Python MCP server that provides a lightweight CRM by integrating Google Sheet…
|
C 59 4⁄4 | ||||||||
| 23416 |
A high-performance Model Context Protocol (MCP) server designed for large langu…
|
C 59 4⁄4 | ||||||||
| 23417 |
An AI-powered news and trend aggregator that tracks real-time hot topics and RS…
|
C 59 4⁄4 | ||||||||
| 23418 |
pms-docker
Claim
|
C 59 3⁄3 | ||||||||
| 23419 |
Model Context Protocol (MCP) servers with Claude Code. These tools dramatically…
|
C 59 3⁄3 | ||||||||
| 23420 |
Provides AI assistants with access to comprehensive financial data including re…
|
C 59 4⁄4 | ||||||||
| 23421 |
|
C 59 3⁄3 | ||||||||
| 23422 |
Integrates with KISTI's ScienceON, NTIS, and DataON APIs to search and retrieve…
|
C 59 4⁄3 | ||||||||
| 23423 |
Nooxus Edge Data MCP: Search AI-verified Chinese manufacturers, eliminate B2B h…
|
C 59 3⁄3 | ||||||||
| 23424 |
A professional implementation of a Model Context Protocol server that enables i…
|
C 59 4⁄3 | ||||||||
| 23425 |
Context7 MCP Clone
Claim
Provides up-to-date, version-specific documentation and code examples for softw…
|
C 59 4⁄4 | ||||||||
| 23426 |
MCP server for GitLab and GitHub
|
C 59 4⁄3 | ||||||||
| 23427 |
Astro Blog MCP Server
Claim
Enables automated blog post creation and management for Astro blogs deployed on…
|
C 59 4⁄4 | ||||||||
| 23428 |
leadflip
Claim
|
C 59 3⁄3 | ||||||||
| 23429 |
MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and M…
|
C 59 3⁄3 | ||||||||
| 23430 |
An MCP server that enables interaction with Microsoft SQL Server instances usin…
|
C 59 3⁄3 | ||||||||
| 23431 |
rust-browser-mcp
Claim
Browser automation for Claude via WebDriver and MCP. Support for Chrome/Firefox…
|
C 59 4⁄3 | ||||||||
| 23432 |
An MCP server that integrates with the Todoist REST API v2 to enable AI assista…
|
C 59 4⁄4 | ||||||||
| 23433 |
A high-performance MCP server providing lightning-fast hybrid code search using…
|
C 59 4⁄4 | ||||||||
| 23434 |
Provides AI assistants access to comprehensive financial data including real-ti…
|
C 59 4⁄4 | ||||||||
| 23435 |
Unreal Engine MCP Bridge
Claim
A server that enables control of Unreal Engine 5.5+ using natural language comm…
|
C 59 4⁄3 | ||||||||
| 23436 |
A command-line tool for managing MCP servers in Claude App, which can also act …
|
C 59 4⁄3 | ||||||||
| 23437 |
web3-mcp-hub
Claim
The definitive open-source registry of Model Context Protocol (MCP) servers for…
|
C 59 4⁄3 | ||||||||
| 23438 |
|
C 59 3⁄3 | ||||||||
| 23439 |
StreamStorm
Claim
Bot to Spam messages on YouTube Live Stream Chat with an integrated MCP Server …
|
C 59 4⁄3 | ||||||||
| 23440 |
An open-source "brain" for AI employees that enables users to create, manage, a…
|
C 59 4⁄4 | ||||||||
| 23441 |
cwm-api-gateway-mcp
Claim
|
C 59 4⁄3 | ||||||||
| 23442 |
A simple MCP (Multimodal Conversational Plugin) server based on Joern that prov…
|
C 59 4⁄3 | ||||||||
| 23443 |
Enables AI models to generate production-ready, 60fps-optimized GSAP animation …
|
C 59 4⁄4 | ||||||||
| 23444 |
Multi-Agent Conversation Protocol server for accessing NASA's Astronomy Picture…
|
C 59 4⁄3 | ||||||||
| 23445 |
Enables AI assistants to connect and query Microsoft SQL Server databases using…
|
C 59 4⁄4 | ||||||||
| 23446 |
MCP Server for Google Services, with the ability to define your own scopes and …
|
C 59 4⁄4 | ||||||||
| 23447 |
Stack & Orchestrate MCP Tools — The Scikit-Learn-Pipeline Way , For LLMs
|
C 59 4⁄3 | ||||||||
| 23448 |
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian …
|
C 59 4⁄4 | ||||||||
| 23449 |
Enables AI assistants to access solved.ac user profiles and search Baekjoon Onl…
|
C 59 4⁄4 | ||||||||
| 23450 |
MCPify
Claim
A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Messag…
|
C 59 4⁄4 | ||||||||