MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14801 |
MCP server that exposes Alpaca Market Data & Broker API as tools, enabling acce…
|
D 41 5⁄5 | ||||||||
| 14802 |
Study the Bible in its original languages, trace themes across both testaments,…
|
D 41 6⁄6 | ||||||||
| 14803 |
Enables interaction with Amazon's Product Advertising API to search for and ret…
|
D 40 6⁄6 | ||||||||
| 14804 |
An MCP server that provides asset auto generator
|
D 40 6⁄6 | ||||||||
| 14805 |
An extended MCP server for managing code snippets, performing code analysis, an…
|
D 40 6⁄6 | ||||||||
| 14806 |
A Model Context Protocol server implementation that integrates with KeywordsPeo…
|
F 38 6⁄6 | ||||||||
| 14807 |
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
|
F 37 6⁄6 | ||||||||
| 14808 |
GitHub Remote MCP Server
Claim
A cloud platform for registering and using remote tools with GitHub's MCP servi…
|
F 37 6⁄6 | ||||||||
| 14809 |
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
|
F 30 5⁄5 | ||||||||
| 14810 |
Interact with the Discord platform.
|
F 30 5⁄5 | ||||||||
| 14811 |
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline an…
|
F 30 5⁄4 | ||||||||
| 14812 |
Execute terminal commands locally or remotely via SSH with session persistence …
|
F 30 5⁄4 | ||||||||
| 14813 |
An MCP server that parses Douyin share links and performs intelligent content a…
|
F 30 5⁄5 | ||||||||
| 14814 |
Toolset that crawls websites, generates Markdown documentation, and makes that …
|
F 30 5⁄4 | ||||||||
| 14815 |
A server that allows LLMs to run Claude Code with all permissions bypassed auto…
|
F 30 5⁄5 | ||||||||
| 14816 |
A local server that enables Claude Desktop to interact with your macOS Contacts…
|
F 30 5⁄5 | ||||||||
| 14817 |
Enables running arbitrary JavaScript code in isolated Docker containers with on…
|
F 30 5⁄4 | ||||||||
| 14818 |
Build and deploy pragmatic retrieval-augmented generation (RAG) agents efficien…
|
F 30 5⁄4 | ||||||||
| 14819 |
Tracks and manages code changes from Git repositories, generates documentation …
|
F 30 5⁄5 | ||||||||
| 14820 |
Enables AI assistants to read, search, and analyze local file systems with tool…
|
F 30 5⁄4 | ||||||||
| 14821 |
Generates CanvasXpress data visualization JSON configurations from natural lang…
|
F 30 5⁄5 | ||||||||
| 14822 |
Qurio brings multi-provider models, custom agents, reusable skills, MCP servers…
|
F 30 5⁄4 | ||||||||
| 14823 |
Deterministic AI safety policy engine with Z3 formal verification. Write, verif…
|
F 30 5⁄4 | ||||||||
| 14824 |
Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A p…
|
F 30 6⁄6 | ||||||||
| 14825 |
Persistent memory with knowledge graph visualization, semantic/hybrid search, c…
|
F 30 5⁄5 | ||||||||
| 14826 |
An MCP server that enables AI assistants to interact with Signoz observability …
|
F 30 5⁄5 | ||||||||
| 14827 |
An MCP server that enables AI clients to delegate tasks to autonomous developer…
|
F 30 5⁄5 | ||||||||
| 14828 |
一个用于联网搜索的MCP服务器，基于博查搜索API
A MCP server for internet search, based on the Bocha …
|
F 30 5⁄5 | ||||||||
| 14829 |
MCP server exposing SSH control for Linux and Windows servers via Model Context…
|
F 30 5⁄4 | ||||||||
| 14830 |
An MCP server that allows Claude and other LLMs to manage persistent memories a…
|
F 30 5⁄5 | ||||||||
| 14831 |
An MCP server that enables interaction with CalDAV calendars to manage events a…
|
F 30 5⁄5 | ||||||||
| 14832 |
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
F 30 5⁄4 | ||||||||
| 14833 |
Enables intelligent management of Google Cloud Platform infrastructure using Te…
|
F 30 5⁄5 | ||||||||
| 14834 |
Enables fact-checking of news headlines using Google Gemini AI and web search v…
|
F 30 5⁄5 | ||||||||
| 14835 |
Provides unified access to multiple cloud object storage services (Huawei OBS, …
|
F 30 6⁄6 | ||||||||
| 14836 |
Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …
|
F 30 5⁄4 | ||||||||
| 14837 |
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira proj…
|
F 30 5⁄5 | ||||||||
| 14838 |
A Model Context Protocol server that provides real-time web search capabilities…
|
F 30 5⁄4 | ||||||||
| 14839 |
Allows the AI to query GraphQL servers
|
F 30 5⁄5 | ||||||||
| 14840 |
Chat with OpenAI's smartest models
|
F 30 5⁄5 | ||||||||
| 14841 |
Collection of B2B sales intelligence MCP servers. Includes website analysis, te…
|
F 30 5⁄4 | ||||||||
| 14842 |
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
|
F 30 5⁄5 | ||||||||
| 14843 |
Free Bing search MCP server - No API key required
|
F 30 5⁄4 | ||||||||
| 14844 |
A Model Context Protocol server for querying and analyzing Azure resources at s…
|
F 30 5⁄5 | ||||||||
| 14845 |
Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…
|
F 30 5⁄5 | ||||||||
| 14846 |
Enables LLMs to perform Active Directory penetration testing using tools like N…
|
F 30 5⁄4 | ||||||||
| 14847 |
|
F 30 5⁄4 | ||||||||
| 14848 |
Persistent memory + git snapshots for Claude Code. Never lose context or code.
|
F 30 5⁄4 | ||||||||
| 14849 |
An MCP server that integrates with Claude to provide smart documentation search…
|
F 30 5⁄5 | ||||||||
| 14850 |
A Model Context Protocol server that extracts and analyzes Python code structur…
|
F 30 5⁄4 | ||||||||