MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61551 |
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
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| 61552 |
24klabs-mcp
Claim
AI code analysis tools that plug into Claude Code, Cursor, VS Code, and any MCP…
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| 61553 |
Enables LLMs to query Zilliqa validator node metrics including stake, earnings,…
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| 61554 |
mcp-server
Claim
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| 61555 |
gitlab-mcp-server
Claim
Enables AI agents to automate the full GitLab DevOps lifecycle including repos,…
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| 61556 |
Reprise
Claim
Un-flattens flat AI designs into editable layers with bit-perfect reproduction …
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| 61557 |
Embedded MCP server for Electron apps that exposes BrowserWindow surfaces and l…
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| 61558 |
myai-mcp
Claim
Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, …
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| 61559 |
HWP MCP Server
Claim
Enables AI assistants to control Hancom's HWP/HWPX documents (Korean word proce…
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| 61560 |
chrome-agent-mcp
Claim
Enables AI agents to fully control Google Chrome: navigate, click, fill forms, …
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| 61561 |
Provides AI-assisted guidance for the Weik.io integration platform, enabling pl…
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| 61562 |
repo-memory-mcp
Claim
MCP server for sharing source-backed engineering memory across AI coding client…
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| 61563 |
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
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| 61564 |
KiCad MCP Server
Claim
An MCP server that enables AI assistants to analyze schematics, inspect PCBs, t…
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| 61565 |
InspireHEP MCP Server
Claim
An MCP server that integrates InspireHEP high-energy physics literature with LL…
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| 61566 |
mcp-geracity
Claim
Smart city builder game MCP server by Gera Services. Build cities, earn GeraCoi…
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| 61567 |
Mnemexa MCP
Claim
Provides persistent, self-optimizing memory for AI agents, enabling them to rem…
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| 61568 |
brreg-mcp-server
Claim
Enables AI agents to search and retrieve Norwegian company data from the Brønnø…
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| 61569 |
mcp-epa-envirofacts
Claim
Enables querying US EPA Envirofacts data using natural language, providing acce…
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| 61570 |
subradar
Claim
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| 61571 |
webmcp-nexus
Claim
面向 WebMCP 标准的非侵入式前端集成套件:写一个普通 TS 函数加一段 JSDoc,即可被任意 MCP 客户端调用 —— 含 SDK、Vite/Webp…
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| 61572 |
AssemblyLine MCP
Claim
Enables AI clients to submit files, hashes, and URLs for malware analysis, retr…
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| 61573 |
Contextful
Claim
Efficient context management: code search, evidence packs, and memory for codin…
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| 61574 |
prompt-injection-mcp
Claim
Enables security researchers to evaluate AI system defenses against prompt inje…
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| 61575 |
MCP SAP Business One
Claim
Enables interaction with SAP Business One Service Layer through MCP, providing …
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| 61576 |
NetMCP
Claim
Enables AI-powered optimization of Linux network performance through natural la…
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| 61577 |
RemoteXG MCP Server
Claim
Enables LLMs to perform distributed XGBoost training via the Model Context Prot…
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| 61578 |
telegram-mcp
Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
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| 61579 |
NewsBreak Ads MCP Server
Claim
MCP server for the NewsBreak Business API that enables analytics, reporting, an…
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| 61580 |
Cariot MCP Server
Claim
Enables querying Cariot APIs for fleet management data, including alcohol check…
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| 61581 |
claudemesh
Claim
Enables Claude Code agents to communicate and share context across sessions via…
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| 61582 |
MCPWorks
Claim
Cuts AI token costs by running user code in a secure sandbox, so data never ent…
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| 61583 |
api-evangelist
Claim
Sixteen years of API research as MCP tools — stories, areas, governance blocks …
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| 61584 |
mcp-aemps
Claim
Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-ti…
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| 61585 |
MCP Apple Notes
Claim
Enables AI agents to search, read, create, and append Apple Notes using MCP too…
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| 61586 |
synapsis
Claim
Unified durable team memory MCP server with tools for session management, task …
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| 61587 |
Frase.io MCP Server
Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content.
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| 61588 |
Dhan MCP Server
Claim
A production-ready MCP server for algorithmic trading with Dhan broker API, pro…
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| 61589 |
An MCP server that analyzes GitHub repositories and automatically generates REA…
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| 61590 |
club-mcp
Claim
Read-only MCP server for the Hyper Human Club / Fluent Community REST API. Enab…
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| 61591 |
bazel-mcp
Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
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| 61592 |
mcp-gitlab-workflow
Claim
An MCP server for issue-driven GitLab development, automating requirement analy…
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| 61593 |
Enables AI assistants to deploy, initialize, and upgrade NEAR smart contracts w…
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| 61594 |
GlossModMCP
Claim
为Claude和其他LLM应用提供3DM Mod网站的数据访问能力,让用户可以通过自然语言查询和获取Mod信息。
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| 61595 |
Search official documentation for well-known libraries.
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| 61596 |
DAMI Robot MCP Server
Claim
Connects to Moodle API to enable a voice robot to query student information suc…
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| 61597 |
mindnode-mcp
Claim
Enables reading and writing MindNode mind maps directly by parsing their on-dis…
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| 61598 |
hive-mcp-prior
Claim
MCP server for Hive Prior patent priority timestamping, enabling content disclo…
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| 61599 |
simply-feed-mcp
Claim
An MCP server for managing and querying RSS/news feeds, enabling real-time fetc…
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| 61600 |
Synaptex
Claim
Syncs CLAUDE.md files across repos, builds a semantic index, and exposes search…
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