MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38751 |
mastyf-ai
Claim
Perimeter security for your AI Infrastructure.
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| 38752 |
shelby-mcp
Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
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| 38753 |
persistent-kb-mcp
Claim
A local-first MCP server providing persistent, searchable knowledge base via SQ…
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| 38754 |
chrometools-mcp
Claim
Enables AI-powered Chrome automation through natural language, providing 56+ sp…
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| 38755 |
ZStack MCP Server
Claim
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
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| 38756 |
PubFi MCP
Claim
Route crypto data needs through PubFi capability and gateway tools.
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| 38757 |
MCP-MEmu
Claim
AI-powered Android emulator control via Model Context Protocol, enabling agents…
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| 38758 |
sakenowa-mcp-vercel
Claim
Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via…
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| 38759 |
Triplus MCP Server
Claim
Comprehensive MCP server for travel information, offering real-time exchange ra…
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| 38760 |
wechat-cli
Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
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| 38761 |
Enables bidirectional lookup of Mi'kmaq and English words with definitions and …
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| 38762 |
Green Gooding
Claim
Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.
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| 38763 |
ProjectContext
Claim
A high-performance MCP server providing long-term memory storage with semantic …
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| 38764 |
xianyu-buyer-mcp
Claim
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
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| 38765 |
subway-mcp
Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
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| 38766 |
sap-sd-mcp-validation
Claim
Validates SAP SD sales orders (material, pricing, credit) before creation using…
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| 38767 |
AgentAudit
Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
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| 38768 |
LinkedIn MCP Server
Claim
Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
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| 38769 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 38770 |
Snowflake MCP Server
Claim
Provides secure, read-only access to Snowflake data warehouses, enabling AI ass…
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| 38771 |
UniFi MCP
Claim
Enables management of a local UniFi controller, including devices, clients, net…
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| 38772 |
DeepAnalyze MCP Server
Claim
Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities thr…
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| 38773 |
node-mcp-poc
Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
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| 38774 |
cert-study
Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
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| 38775 |
A Model Context Protocol server that provides Commitizen functionality, enablin…
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| 38776 |
Enables AI agents to dynamically discover and interact with APIs through Swagge…
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| 38777 |
tor-browser-mcp
Claim
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
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| 38778 |
hermes-oh-my-pi-mcp
Claim
A tiny Hermes-friendly bridge that exposes oh-my-pi's CLI as MCP tools (prompt …
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| 38779 |
pg-python-mcp
Claim
A PostgreSQL MCP server with AST-based security for safe database operations. E…
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| 38780 |
OpenFDA FastMCP Server
Claim
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
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| 38781 |
MCP Security Tools Suite
Claim
Enables ethical security testing and attack surface management through SSL cert…
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| 38782 |
DicePDF
Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
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| 38783 |
SceneView 3D & AR
Claim
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
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| 38784 |
CalledIT
Claim
A judgment game played by Humans VS AI bots
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| 38785 |
ChromeCP
Claim
A standalone MCP server for Chrome automation with multi-session support, enabl…
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| 38786 |
A local-first MCP server stub that exposes provisioning tools for converting ec…
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| 38787 |
mcp-mayo
Claim
MCP server that exposes MAYO Apollo HRM platform's Foundation, Attendance, and …
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| 38788 |
canvas-parent-mcp
Claim
Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, fi…
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| 38789 |
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meetin…
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| 38790 |
http-mcp-server
Claim
Mock HTTP server implementing MCP (Model Context Protocol) with streamable HTTP…
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| 38791 |
OwlOCR MCP
Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
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| 38792 |
claude-gmail-mcp
Claim
A Gmail MCP server that enables Claude to send, search, and read emails using e…
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| 38793 |
arcgis-kansas
Claim
Enables searching and querying Kansas State GIS open geospatial data (parcels, …
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| 38794 |
MailMCP
Claim
Enables reading, sending, and managing emails via IMAP/SMTP through natural lan…
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| 38795 |
grok-oauth-mcp
Claim
Enables local MCP clients to interact with xAI Grok through OAuth PKCE, support…
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| 38796 |
meok-uk-fhi-mcp
Claim
MCP server wrapping the UK aquaculture regulatory stack — CEFAS Fish Health Ins…
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| 38797 |
ams360-mcp-server
Claim
MCP server for Vertafore AMS360 WSAPI v3 that enables querying clients, policie…
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| 38798 |
clean-process-ended
Claim
Local MCP server for safe inspection and dry-run cleanup of leftover subprocess…
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| 38799 |
codelore-mcp
Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
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| 38800 |
dynamic-openapi-mcp
Claim
Converts any OpenAPI v3 spec into an MCP server with typed tools, resources, an…
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