MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39351 |
mastyf-ai
Claim
Perimeter security for your AI Infrastructure.
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| 39352 |
shelby-mcp
Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
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| 39353 |
MCP by Amal Alexander
Claim
An MCP server that connects AI assistants to SEO platforms like Google Search C…
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| 39354 |
persistent-kb-mcp
Claim
A local-first MCP server providing persistent, searchable knowledge base via SQ…
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| 39355 |
chrometools-mcp
Claim
Enables AI-powered Chrome automation through natural language, providing 56+ sp…
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| 39356 |
ZStack MCP Server
Claim
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
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| 39357 |
PubFi MCP
Claim
Route crypto data needs through PubFi capability and gateway tools.
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| 39358 |
openwebui-mcp-server
Claim
Connects Claude to Open WebUI, enabling chat management, RAG knowledge bases, f…
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| 39359 |
MCP-MEmu
Claim
AI-powered Android emulator control via Model Context Protocol, enabling agents…
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| 39360 |
sakenowa-mcp-vercel
Claim
Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via…
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| 39361 |
Triplus MCP Server
Claim
Comprehensive MCP server for travel information, offering real-time exchange ra…
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| 39362 |
wechat-cli
Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
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| 39363 |
Enables bidirectional lookup of Mi'kmaq and English words with definitions and …
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| 39364 |
Green Gooding
Claim
Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.
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| 39365 |
ProjectContext
Claim
A high-performance MCP server providing long-term memory storage with semantic …
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| 39366 |
xianyu-buyer-mcp
Claim
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
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| 39367 |
subway-mcp
Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
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| 39368 |
sap-sd-mcp-validation
Claim
Validates SAP SD sales orders (material, pricing, credit) before creation using…
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| 39369 |
MCP Server for OpenHAB
Claim
Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, all…
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| 39370 |
AgentAudit
Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
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| 39371 |
LinkedIn MCP Server
Claim
Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
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| 39372 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 39373 |
Snowflake MCP Server
Claim
Provides secure, read-only access to Snowflake data warehouses, enabling AI ass…
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| 39374 |
UniFi MCP
Claim
Enables management of a local UniFi controller, including devices, clients, net…
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| 39375 |
DeepAnalyze MCP Server
Claim
Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities thr…
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| 39376 |
mcp-server-mercurial
Claim
Enables AI assistants to interact with Mercurial repositories, supporting statu…
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| 39377 |
node-mcp-poc
Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
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| 39378 |
cert-study
Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
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| 39379 |
A Model Context Protocol server that provides Commitizen functionality, enablin…
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| 39380 |
Enables AI agents to dynamically discover and interact with APIs through Swagge…
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| 39381 |
tor-browser-mcp
Claim
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
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| 39382 |
Canvas MCP
Claim
A local MCP server for Canvas LMS that enables querying courses, assignments, g…
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| 39383 |
pg-python-mcp
Claim
A PostgreSQL MCP server with AST-based security for safe database operations. E…
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| 39384 |
OpenFDA FastMCP Server
Claim
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
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| 39385 |
reflex
Claim
Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms qu…
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| 39386 |
MCP Security Tools Suite
Claim
Enables ethical security testing and attack surface management through SSL cert…
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| 39387 |
Israel Real Estate MCP
Claim
MCP server for querying Israeli government real estate data, enabling property …
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| 39388 |
powerbi-mcp
Claim
Enables discovery of Power BI workspaces and datasets, retrieval of semantic mo…
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| 39389 |
SceneView 3D & AR
Claim
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
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| 39390 |
CalledIT
Claim
A judgment game played by Humans VS AI bots
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| 39391 |
ChromeCP
Claim
A standalone MCP server for Chrome automation with multi-session support, enabl…
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| 39392 |
ScopeMCP
Claim
An MCP server that connects AI assistants to the Owon DS1102 oscilloscope, enab…
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| 39393 |
A local-first MCP server stub that exposes provisioning tools for converting ec…
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| 39394 |
MCP server that enables LLMs to interact with ServiceNow instances for managing…
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| 39395 |
call-a-human-mcp
Claim
An MCP server that enables AI agents to pause and request human approval or inf…
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| 39396 |
Stravacz MCP Server
Claim
Provides tools to interact with the strava.cz meal ordering system, enabling us…
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| 39397 |
canvas-parent-mcp
Claim
Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, fi…
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| 39398 |
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meetin…
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| 39399 |
Slite MCP Server
Claim
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
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| 39400 |
wizard-connector
Claim
Enables searching, reading, and listing content from Notion or Google Drive thr…
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