MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64001 |
Telegram MCP Server
Claim
Enables Claude to interact with your Telegram account, including reading messag…
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| 64002 |
Interview Prep MCP Agent
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Enables interview preparation by analyzing resumes and job descriptions, genera…
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| 64003 |
An MCP server that controls WSJT-X for amateur radio weak-signal modes (FT8/FT4…
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| 64004 |
web-speed-agent
Claim
The MCP for the Web Speed Agent SDK that enables post-auth agents.
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| 64005 |
Hawkeye AI Bridge
Claim
Local codebase search for AI assistants via MCP. Requires Hawkeye and Hawkeye A…
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| 64006 |
mem0-local-mcp
Claim
A fully local, self-hosted memory server for MCP clients (Claude Code, Cursor, …
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| 64007 |
FastMCP MySQL Server
Claim
A secure and efficient MCP server for MySQL database operations, enabling LLMs …
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| 64008 |
essentials
Claim
Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, fi…
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| 64009 |
deploy-mcp-eklps
Claim
Allows AI assistants to deploy static frontend directories to Surge.sh via a si…
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| 64010 |
KOI-MCP Integration
Claim
A bridging framework that integrates Knowledge Organization Infrastructure (KOI…
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| 64011 |
votel-mcp
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An MCP server that lets AI assistants manage and publish websites via Votel, in…
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| 64012 |
Automata MCP Server
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A plugin-based MCP server built on FastAPI that supports dynamic tool loading, …
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| 64013 |
mc-rcon-mcp
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Enables Minecraft server management via RCON: execute commands, list players, g…
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| 64014 |
mysql-mcp-zag
Claim
Enables SQL query execution and database structure browsing via MCP tools and r…
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| 64015 |
logseq-api-mcp
Claim
AI assistant integration with Logseq knowledge graph: 21 tools to read, write, …
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| 64016 |
Browser Jet Pilot
Claim
Self-hosted MCP server for AI browser automation. Connects to your own Chromium…
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| 64017 |
agent-treats-mcp
Claim
Provides 7 free fun tools (fortune cookie, compliment, fun fact, etc.) for AI a…
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| 64018 |
firepass-mcp
Claim
MCP server that turns Kimi K2.6 Turbo into an agentic coding assistant with too…
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| 64019 |
kjjjj
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| 64020 |
Shellgate
Claim
A secure gateway that lets AI agents interact with APIs and SSH servers via sco…
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| 64021 |
专为教师设计的小雅智能教学平台教育管理MCP服务器,集成课程资源管理、题目创建、试卷配置、班级查询、签到统计、任务测验与批阅等功能。
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| 64022 |
mcp-zenkit
Claim
Enables managing Zenkit collections and entries through natural language comman…
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| 64023 |
local_ai_gen
Claim
Local AI generation for images, audio, speech, and 3D models using open source …
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| 64024 |
higgsfield-mcp
Claim
Enables AI-powered image and video generation using Higgsfield AI models throug…
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| 64025 |
digital-brain
Claim
Enables AI assistants to query your local browsing history using keyword search…
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| 64026 |
Enables querying aviation weather, FAA TFRs, NWS alerts, flight tracking, and A…
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| 64027 |
mark-coach-mcp
Claim
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
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| 64028 |
An intelligent MCP toolset for software testers that monitors code changes, ana…
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| 64029 |
github-slim
Claim
Github MCP server optimized for AI assistants — Reduce context window tokens by…
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| 64030 |
Minds MCP Server
Claim
Enables LLMs to interact with Minds through the Minds SDK, supporting resource …
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| 64031 |
agent-twitter-client-mcp
Claim
Enables AI models to interact with Twitter, including posting tweets, searching…
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| 64032 |
ATR Healer
Claim
MCP server for self-healing Selenide + Cucumber regression tests, using AI to f…
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| 64033 |
bugsink-mcp
Claim
Hosted MCP server that exposes your self-hosted Bugsink error tracker as tools …
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| 64034 |
shopify-forecast-mcp
Claim
Enables AI assistants to forecast revenue and demand for Shopify stores using G…
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| 64035 |
MCP Tasks Organizer
Claim
Converts Cursor agent plans into structured markdown task lists and organizes t…
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| 64036 |
payme-mcp
Claim
MCP server for Payme payment system (Uzbekistan). Supports transactions, statem…
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| 64037 |
Shortcuts MCP
Claim
Connects LLMs to your macOS Shortcuts library, enabling interactive workflows, …
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| 64038 |
Officient MCP Server
Claim
Enables interaction with the Officient HR API to manage people, days off, and s…
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| 64039 |
ProTools MCP Server
Claim
An extensible MCP toolbox for code merging, AI code review with OpenAI and Gemi…
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| 64040 |
A secure PostgreSQL MCP server with built-in SSH tunneling that enables AI assi…
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| 64041 |
dbt-investigator
Claim
Enables AI clients to automatically investigate dbt test failures, trace root c…
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| 64042 |
mobile-security-mcp
Claim
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
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| 64043 |
spring-api-intel-mcp
Claim
Enables AI assistants to understand and analyze Spring Boot codebases through s…
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| 64044 |
onion-search-mcp
Claim
Enables searching and exploring the dark web (.onion) via a gMCP-compatible ser…
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| 64045 |
Enables querying Rice Business Stock Market Data Portal using natural language …
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| 64046 |
Foggy Data MCP Bridge
Claim
A semantic layer query engine with MCP support, enabling AI assistants to query…
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| 64047 |
ob-smart-connections-mcp
Claim
Enables AI agents to find semantic connections and perform text searches in Obs…
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| 64048 |
A minimal, production-ready MCP server boilerplate for building AI-powered back…
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| 64049 |
Workers observability and debugging. Inspect application logs, analytics, and r…
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| 64050 |
agent-pool-mcp
Claim
Multi-agent orchestration server that enables parallel task delegation, sequent…
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