MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5801 |
A secure MCP (Model Context Protocol) server hosted on Google Cloud Run that en…
|
B 73 5⁄5 | ||||||||
| 5802 |
An MCP server that connects Limitless Pendant wearable data to AI tools like Cl…
|
B 73 5⁄5 | ||||||||
| 5803 |
An MCP server for the Uptrace observability platform that enables querying trac…
|
B 73 5⁄5 | ||||||||
| 5804 |
Enables fetching and converting web content into various formats including HTML…
|
B 73 5⁄5 | ||||||||
| 5805 |
Professional Gemini API integration for Claude and MCP-compatible hosts with in…
|
B 73 5⁄5 | ||||||||
| 5806 |
Provides AI assistants with direct query access to the AACT (Aggregate Analysis…
|
B 73 5⁄5 | ||||||||
| 5807 |
Enables Claude to perform semantic search across your Obsidian vault using Smar…
|
B 73 5⁄4 | ||||||||
| 5808 |
Enables MCP-compatible clients to interact with deployed Agent5ive agents as to…
|
B 73 5⁄5 | ||||||||
| 5809 |
Enables comprehensive access to SEC EDGAR filings, allowing users to search com…
|
B 73 5⁄5 | ||||||||
| 5810 |
Enables AI assistants to interact with GoCardless payment data, providing tools…
|
B 73 5⁄5 | ||||||||
| 5811 |
Metaplex MCP Server
Claim
The Metaplex MCP Server facilitates access to Metaplex documentation and reposi…
|
B 73 5⁄4 | ||||||||
| 5812 |
Enables the generation of professional PDF invoices and their distribution via …
|
B 73 5⁄5 | ||||||||
| 5813 |
MCP Server for DealX platform
|
B 73 5⁄5 | ||||||||
| 5814 |
🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web …
|
B 73 5⁄4 | ||||||||
| 5815 |
Firebase Live MCP Server
Claim
Enables querying and management of live Firebase projects, providing access to …
|
B 73 5⁄5 | ||||||||
| 5816 |
An MCP server that integrates the XTQuant quantitative trading platform with AI…
|
B 73 5⁄4 | ||||||||
| 5817 |
A collection of tools that enhance MCP-based workflows with caching, retry logi…
|
B 73 5⁄5 | ||||||||
| 5818 |
Provides access to multiple frontier LLM models (GPT, Claude, Gemini, Grok, Dee…
|
B 73 5⁄5 | ||||||||
| 5819 |
Enables AI assistants to fetch comprehensive information about vcpkg C++ packag…
|
B 73 5⁄5 | ||||||||
| 5820 |
Implements a Model Control Protocol server integrated with Google Gemini LLM, p…
|
B 73 5⁄5 | ||||||||
| 5821 |
Your AI agents' home directory — privacy-first MCP server for portable AI ident…
|
B 73 5⁄4 | ||||||||
| 5822 |
Wraps FastAPI REST endpoints as MCP tools, enabling natural language interactio…
|
B 73 5⁄4 | ||||||||
| 5823 |
Provides application insights for Vue apps by exposing component trees, state, …
|
B 73 5⁄4 | ||||||||
| 5824 |
OpenAI Image Generator
Claim
Generate images using the OpenAI gpt-image-1 model seamlessly within your appli…
|
B 73 5⁄4 | ||||||||
| 5825 |
MCP server for Philips Hue smart lighting control
|
B 73 5⁄4 | ||||||||
| 5826 |
An AI-assisted server that enables dating within Zoom meetings, requiring Zoom …
|
B 73 5⁄5 | ||||||||
| 5827 |
Explore and query your MySQL database with ease. List tables, inspect table str…
|
B 73 5⁄5 | ||||||||
| 5828 |
A Model Context Protocol server that provides persistent memory and conversatio…
|
B 72 5⁄4 | ||||||||
| 5829 |
Provides access to the Reuters Business and Financial News API to retrieve arti…
|
B 72 5⁄5 | ||||||||
| 5830 |
MCP server for NEAR wallet creation, balance checks, and transaction signing.
|
B 72 5⁄4 | ||||||||
| 5831 |
MCP server for guiding Coding Agents via end-to-end requirements to implementat…
|
B 72 5⁄4 | ||||||||
| 5832 |
Enables comprehensive security reconnaissance, vulnerability assessment, and th…
|
B 72 5⁄5 | ||||||||
| 5833 |
MCP server for Zerodha Kite Connect API - India's leading stock broker trading …
|
B 72 5⁄5 | ||||||||
| 5834 |
Provides an interactive user interface for asking questions with support for te…
|
B 72 5⁄4 | ||||||||
| 5835 |
Enables AI assistants to interact with Microsoft SQL Server databases through q…
|
B 72 5⁄5 | ||||||||
| 5836 |
An MCP server that enables large language models to interact directly with Mong…
|
B 72 5⁄5 | ||||||||
| 5837 |
XiaoHongShu MCP
Claim
Enables AI agents to publish content to XiaoHongShu (Little Red Book) social pl…
|
B 72 5⁄4 | ||||||||
| 5838 |
Mem0 Memories
Claim
Store and retrieve user-specific memories to maintain reliable long-term contex…
|
B 72 5⁄5 | ||||||||
| 5839 |
Leverage Anchor Browser's infrastructure for scalable, geo-targeted, and anti-d…
|
B 72 5⁄5 | ||||||||
| 5840 |
A Master Control Program server that provides workflow validation tools and bes…
|
B 72 5⁄5 | ||||||||
| 5841 |
Provides tools for fetching real-time news and performing AI-powered sentiment …
|
B 72 5⁄5 | ||||||||
| 5842 |
InChat Image Viewer MCP - View images inline in AI chat by just providing the f…
|
B 72 5⁄4 | ||||||||
| 5843 |
## 🔦 SnipeFactory: Lumen MCP Engine
Lumen MCP is a specialized forensic analys…
|
B 72 5⁄4 | ||||||||
| 5844 |
Provides tools for optimizing, fine-tuning, and deploying large language models…
|
B 72 5⁄5 | ||||||||
| 5845 |
Silicon Friendly
Claim
Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
|
B 72 6⁄6 | ||||||||
| 5846 |
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
|
B 72 5⁄5 | ||||||||
| 5847 |
An MCP server that enables coordination of agents through shared finite state m…
|
B 72 5⁄5 | ||||||||
| 5848 |
A reliable server for extracting text from PDF documents using the poppler-util…
|
B 72 5⁄5 | ||||||||
| 5849 |
BrasilAPI MCP Server
Claim
Query a variety of data from Brasil resources seamlessly. Access information on…
|
B 72 5⁄4 | ||||||||
| 5850 |
A Playwright-based Node.js tool that bypasses search engine anti-scraping mecha…
|
B 72 5⁄4 | ||||||||