MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16951 |
A Model Context Protocol server that enables intelligent searching across docum…
|
F 25 5⁄5 | ||||||||
| 16952 |
Enables users to manage their Xfinity ISP accounts through automated browser se…
|
F 25 5⁄5 | ||||||||
| 16953 |
A VSCode extension that lets you find and install Agent Skills and MCP Apps to …
|
F 25 5⁄5 | ||||||||
| 16954 |
A2A Protocol client and developer toolkit.
|
F 25 5⁄4 | ||||||||
| 16955 |
A Model Context Protocol server leveraging Google's Gemini Flash 2 to analyze d…
|
F 25 5⁄5 | ||||||||
| 16956 |
A Tauri plugin that enables AI agents to interact with Tauri applications throu…
|
F 25 5⁄4 | ||||||||
| 16957 |
Connects Google Search Console with Claude AI to analyze SEO data through natur…
|
F 25 5⁄5 | ||||||||
| 16958 |
Bidirectional CSV <> JSON <> Markdown transformer
|
F 25 5⁄4 | ||||||||
| 16959 |
Enables AI assistants to access real-time web data through search, markdown scr…
|
F 25 6⁄6 | ||||||||
| 16960 |
A task orchestration system for AI agent teams that provides a Kanban dashboard…
|
F 25 5⁄5 | ||||||||
| 16961 |
Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using you…
|
F 25 5⁄5 | ||||||||
| ◎ Verified Scores | ||||||||||
| 16962 |
1,589 tools, 102 services. Stripe, Slack, CRM, GitHub, Supabase + 97 more. One …
|
A 89 4⁄4 | ||||||||
| 16963 |
Manage multiple MCP servers seamlessly. Route requests and configurations dynam…
|
A 89 4⁄4 | ||||||||
| 16964 |
A FastMCP server providing access to the Turkish Ministry of Justice's Legislat…
|
A 86 5⁄5 | ||||||||
| 16965 |
Agent Module
Claim
Deterministic compliance and vertical knowledge bases for autonomous agents. Fr…
|
A 86 5⁄5 | ||||||||
| 16966 |
mcp-proxy-server
Claim
This server acts as a central hub for Model Context Protocol (MCP) resource ser…
|
A 86 4⁄4 | ||||||||
| 16967 |
Provides access to clean code guide documents and enables code quality inspecti…
|
A 85 4⁄4 | ||||||||
| 16968 |
The Global Price Benchmark for AI Inference. 1,600+ SKUs, 40+ vendors, 14 price…
|
A 85 5⁄5 | ||||||||
| 16969 |
Enables users to search and access digital collections from the Swedish Nationa…
|
A 85 5⁄5 | ||||||||
| 16970 |
Enables AI-powered knowledge base management with automated wiki-linking, conte…
|
B 84 4⁄4 | ||||||||
| 16971 |
Provides complete FreshBooks integration with 87 tools covering accounting, inv…
|
B 84 4⁄4 | ||||||||
| 16972 |
An MCP (Model Context Protocol) server that enables interactive debugging with …
|
B 81 4⁄4 | ||||||||
| 16973 |
A local/remote high-performance Model Context Protocol (MCP) server for math-in…
|
B 81 4⁄4 | ||||||||
| 16974 |
Playwright HTML Render
Claim
Enables HTML page analysis, verification, and automated correction using Playwr…
|
B 80 4⁄4 | ||||||||
| 16975 |
MCP server for FastTransfer — high-performance parallel data transfer between d…
|
B 80 4⁄4 | ||||||||
| 16976 |
MCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and …
|
B 79 4⁄4 | ||||||||
| 16977 |
An MCP server that provides RimWorld source code search and retrieval capabilit…
|
B 79 5⁄5 | ||||||||
| 16978 |
|
B 78 4⁄4 | ||||||||
| 16979 |
Financial infrastructure for AI agents: wallets, USDC transfers, lending, jobs …
|
B 78 5⁄5 | ||||||||
| 16980 |
🐍 ☁️ MCP for LLM to search and read papers from arXiv
|
B 78 5⁄5 | ||||||||
| 16981 |
Query SEC EDGAR filings, XBRL financials, and company data through MCP. STDIO &…
|
B 78 4⁄4 | ||||||||
| 16982 |
Sendmail MCP Server
Claim
Enables AI agents to send emails through your SMTP server using Nodemailer. Sup…
|
B 78 4⁄4 | ||||||||
| 16983 |
Provides utilities for formatting multi-line shell commands with backslashes fo…
|
B 78 4⁄4 | ||||||||
| 16984 |
buildwithclaude
Claim
A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marke…
|
B 78 4⁄4 | ||||||||
| 16985 |
Macro-factor quantitative signal source for US and China stock markets via MCP.
|
B 77 5⁄5 | ||||||||
| 16986 |
Trends MCP
Claim
Real-time trend data from Google Trends (Search, Images, News, Shopping), YouTu…
|
B 76 5⁄5 | ||||||||
| 16987 |
Enables AI assistants to manage Docker containers, execute commands inside them…
|
B 76 4⁄4 | ||||||||
| 16988 |
Real Real Genuine
Claim
Agent-native fashion marketplace. Browse, design, purchase NFTs, launch brands …
|
B 76 5⁄5 | ||||||||
| 16989 |
AI Agent with MCP
Claim
Enables AI agents to access user and message data through MCP resources, provid…
|
B 76 4⁄4 | ||||||||
| 16990 |
Manage and monitor a single OpenStack project with bulk operations, consolidate…
|
B 76 4⁄4 | ||||||||
| 16991 |
Ronin Defense MCP
Claim
Detects and sanitizes hidden-payload attacks in MCP communications to protect L…
|
B 76 5⁄5 | ||||||||
| 16992 |
Registry API for 800+ crypto blockchain DeFi NFT trading tools discovery
|
B 76 4⁄4 | ||||||||
| 16993 |
SSE-enabled MCP server for remote Obsidian vault management with 29 tools for n…
|
B 76 4⁄4 | ||||||||
| 16994 |
Maps API JSON to Vue/React components with Zod schemas and live UI previews
|
B 75 4⁄4 | ||||||||
| 16995 |
Provides access to 21+ AI parsers and search engines including Perplexity, Chat…
|
B 75 4⁄4 | ||||||||
| 16996 |
Mercury Spec Ops MCP Server is a dynamic prompt generation and template assembl…
|
B 75 5⁄3 | ||||||||
| 16997 |
A code review tool server based on Model Context Protocol (MCP), providing mult…
|
B 75 5⁄3 | ||||||||
| 16998 |
The most advanced Jenkins MCP server available - Enterprise debugging, multi-in…
|
B 74 4⁄4 | ||||||||
| 16999 |
Zenrus MCP Server is a server that provides real-time currency exchange rates a…
|
B 74 5⁄3 | ||||||||
| 17000 |
Multi-perspective architecture review for AI-assisted development. Nine expert …
|
B 74 4⁄4 | ||||||||