MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41051 |
ZStack MCP Server
Claim
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
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| 41052 |
PubFi MCP
Claim
Route crypto data needs through PubFi capability and gateway tools.
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| 41053 |
MCP-MEmu
Claim
AI-powered Android emulator control via Model Context Protocol, enabling agents…
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| 41054 |
sakenowa-mcp-vercel
Claim
Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via…
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| 41055 |
Triplus MCP Server
Claim
Comprehensive MCP server for travel information, offering real-time exchange ra…
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| 41056 |
wechat-cli
Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
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| 41057 |
Enables bidirectional lookup of Mi'kmaq and English words with definitions and …
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| 41058 |
Green Gooding
Claim
Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.
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| 41059 |
ProjectContext
Claim
A high-performance MCP server providing long-term memory storage with semantic …
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| 41060 |
xianyu-buyer-mcp
Claim
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
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| 41061 |
subway-mcp
Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
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| 41062 |
sap-sd-mcp-validation
Claim
Validates SAP SD sales orders (material, pricing, credit) before creation using…
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| 41063 |
AgentAudit
Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
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| 41064 |
LinkedIn MCP Server
Claim
Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
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| 41065 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 41066 |
Snowflake MCP Server
Claim
Provides secure, read-only access to Snowflake data warehouses, enabling AI ass…
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| 41067 |
UniFi MCP
Claim
Enables management of a local UniFi controller, including devices, clients, net…
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| 41068 |
DeepAnalyze MCP Server
Claim
Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities thr…
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| 41069 |
node-mcp-poc
Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
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| 41070 |
cert-study
Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
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| 41071 |
A Model Context Protocol server that provides Commitizen functionality, enablin…
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| 41072 |
Enables AI agents to dynamically discover and interact with APIs through Swagge…
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| 41073 |
tor-browser-mcp
Claim
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
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| 41074 |
pg-python-mcp
Claim
A PostgreSQL MCP server with AST-based security for safe database operations. E…
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| 41075 |
OpenFDA FastMCP Server
Claim
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
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| 41076 |
MCP Security Tools Suite
Claim
Enables ethical security testing and attack surface management through SSL cert…
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| 41077 |
SceneView 3D & AR
Claim
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
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| 41078 |
CalledIT
Claim
A judgment game played by Humans VS AI bots
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| 41079 |
ChromeCP
Claim
A standalone MCP server for Chrome automation with multi-session support, enabl…
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| 41080 |
A local-first MCP server stub that exposes provisioning tools for converting ec…
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| 41081 |
canvas-parent-mcp
Claim
Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, fi…
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| 41082 |
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meetin…
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| 41083 |
OwlOCR MCP
Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
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| 41084 |
claude-gmail-mcp
Claim
A Gmail MCP server that enables Claude to send, search, and read emails using e…
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| 41085 |
arcgis-kansas
Claim
Enables searching and querying Kansas State GIS open geospatial data (parcels, …
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| 41086 |
MailMCP
Claim
Enables reading, sending, and managing emails via IMAP/SMTP through natural lan…
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| 41087 |
meok-uk-fhi-mcp
Claim
MCP server wrapping the UK aquaculture regulatory stack — CEFAS Fish Health Ins…
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| 41088 |
ams360-mcp-server
Claim
MCP server for Vertafore AMS360 WSAPI v3 that enables querying clients, policie…
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| 41089 |
codelore-mcp
Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
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| 41090 |
dynamic-openapi-mcp
Claim
Converts any OpenAPI v3 spec into an MCP server with typed tools, resources, an…
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| 41091 |
Test
Claim
Test
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| 41092 |
Smithery Scaffold
Claim
Provide a scaffold for building MCP servers with ease. Enable rapid development…
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| 41093 |
smithery-mcp
Claim
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| 41094 |
Log Insight MCP Server
Claim
A server that bridges MCP-compatible clients to VMware Log Insight, enabling na…
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| 41095 |
A professional, full-fidelity MCP server enabling AI agents to fully control an…
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| 41096 |
weather-mcp-server
Claim
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| 41097 |
nvim-mcp
Claim
Make Neovim feel like Cursor. This MCP server gives an agent full control over …
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| 41098 |
Compass
Claim
Ground your LLM in EU financial, crypto and AI regulation, verbatim and cited, …
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| 41099 |
basethread
Claim
One shared context your team's AI tools read & write over MCP. No re-explaining…
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| 41100 |
OpenContext
Claim
Enables querying open data platforms like CKAN via natural language. Provides a…
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