MCP Server Quality Scores
Independent quality analysis of 59221 public MCP servers
Last updated 2 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59101 |
A Python template for building MCP servers with Streamable HTTP transport, prov…
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| 59102 |
Lupa MCP Server
Claim
Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
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| 59103 |
mcp-device-datetime
Claim
Exposes the host device's current date and time, returning local time with time…
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| 59104 |
vite-react-teimplate
Claim
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| 59105 |
mcp-brasil
Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
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| 59106 |
ckb
Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
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| 59107 |
adsb.lol MCP Server
Claim
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
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| 59108 |
A remote MCP server that enables searching for news articles on specific topics…
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| 59109 |
Ruishu MCP
Claim
An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
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| 59110 |
Mealie MCP Server
Claim
An MCP server for managing recipes, meal plans, shopping lists, and more throug…
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| 59111 |
IsoFinancial-MCP
Claim
An enhanced MCP server providing comprehensive financial market data endpoints …
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| 59112 |
AgentPM
Claim
A planning and orchestration system for AI-driven software development that int…
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| 59113 |
Tableau MCP Server
Claim
Enables interaction with Tableau Cloud and Tableau Server through the REST API,…
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| 59114 |
accessibility-mcp-server
Claim
Enables AI agents to perform comprehensive web accessibility checks (WCAG 2.1/2…
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| 59115 |
COBOL Bridge MCP Server
Claim
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
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| 59116 |
ai-token-counter
Claim
Cloudflare Workers MCP server: ai-token-counter
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| 59117 |
DuckDuckGo MCP Server
Claim
Provides web and news search via DuckDuckGo with support for region filtering, …
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| 59118 |
Apple Music MCP Server
Claim
Connects Claude Code to Apple Music using only your Apple ID, without needing a…
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| 59119 |
Deepin MCP Servers
Claim
A model context protocol server for Deepin Linux, providing system control, fil…
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| 59120 |
Azure DevOps MCP Server
Claim
Brings on-premises Azure DevOps Server (including TFVC) to AI assistants with 4…
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| 59121 |
A secure, sandboxed MCP server that provides Void Editor with safe filesystem a…
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| 59122 |
agent-workflow-engine
Claim
Cloudflare Workers MCP server: agent-workflow-engine
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| 59123 |
cloak-search-mcp
Claim
A local, anti-bot-resilient web search MCP server that uses stealth Chromium au…
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| 59124 |
q1-reviewer-mcp
Claim
AI-powered MCP server that analyzes academic manuscripts and generates ruthless…
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| 59125 |
Odoo 19 MCP Server
Claim
Provides tools to interact with Odoo 19's External JSON-2 API, enabling CRUD op…
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| 59126 |
LeadClaw MCP
Claim
Demo MCP server for booking confirmed sales appointments through Claude. Allows…
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| 59127 |
Enables AI-to-AI consultation for critical thinking and complex reasoning via O…
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| 59128 |
mcp-server
Claim
Crypto rates (lending, staking, borrowing), coin metadata, aggregated prices, m…
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| 59129 |
MySQL MCP Server
Claim
Enables AI agents to safely interact with MySQL/MariaDB databases, supporting r…
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| 59130 |
Out of Context
Claim
An MCP server for managing contextual data as markdown files with metadata, ena…
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| 59131 |
bitbucket-dc-mcp
Claim
A hardened Model Context Protocol server that exposes Bitbucket Data Center ope…
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| 59132 |
Steadwing MCP
Claim
Your autonomous 24/7 on-call engineer!
Get a detailed RCA along with the solut…
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| 59133 |
enola
Claim
enola - MCP Architectural Snapshot Server and Knowledge Graph
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| 59134 |
Custom Search MCP Server
Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
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| 59135 |
tiny-go-mcp-server
Claim
Minimal Go wrapper on the official [modelcontextprotocol/go-sdk](https://github…
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| 59136 |
Booster MCP
Claim
Booster MCP turns complex codebases into understandable systems with semantic s…
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| 59137 |
agent-broker
Claim
Enables multi-agent communication workflows with consensus arbitration, peer me…
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| 59138 |
Advanced MCP HTTP Server
Claim
An HTTP-based MCP server that provides filesystem tools and code analysis, enab…
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| 59139 |
Memgraph MCP Server
Claim
A lightweight server implementation of the Model Context Protocol that connects…
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| 59140 |
BACnet MCP Server
Claim
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
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| 59141 |
mysql-mcp
Claim
MCP server for MySQL/MariaDB/Aurora MySQL that enables executing SQL queries, e…
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| 59142 |
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
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| 59143 |
ai-intervention-agent
Claim
Enables real-time user intervention for MCP agents via a Web UI and interactive…
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| 59144 |
phpustik MCP Server
Claim
Enables AI assistants to deeply interact with the PHP ecosystem, including runt…
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| 59145 |
OpenFDA FastMCP Server
Claim
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
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| 59146 |
mcp-horoscope
Claim
Horoscope MCP — wraps the keyless Horoscope App API.
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| 59147 |
MCP Server for CAP
Claim
Enables Claude to interact with a document processing backend, providing tools …
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| 59148 |
MET Museum collection via MCP — 500K+ artworks, metadata, provenance, open-acce…
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| 59149 |
Frostbyte MCP
Claim
A unified MCP server providing AI agents with 40+ developer APIs including geol…
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| 59150 |
market-data-mcp
Claim
Provides real-time market data tools (quotes, news, earnings calendar, watchlis…
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