MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40051 |
Exa AI Search Server
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Enable AI assistants to perform real-time web searches, academic paper searches…
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| 40052 |
Godot MCP
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Enables AI assistants to interact with the Godot game engine by launching the e…
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| 40053 |
struqvault
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| 40054 |
Apex Log MCP Server
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An MCP server that gives AI assistants tools to analyze Salesforce Apex debug l…
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| 40055 |
aifais-mcp-server
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Headless document processing for AI agents. Invoice extraction, contract analys…
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| 40056 |
alethia-mcp
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MCP bridge that lets any MCP client drive the Alethia runtime for agent-native …
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| 40057 |
Windows Management
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Local Windows management, diagnostics, security, cleanup, and optimization MCP …
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| 40058 |
MCP server for a modular RAG system that enables natural language question answ…
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| 40059 |
mcp-coinmarketcap
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Enables AI agents to query cryptocurrency data including prices, market cap, ra…
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| 40060 |
LocalVoiceMode
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A local voice interface providing high-performance speech recognition and natur…
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| 40061 |
Apple Mail MCP
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LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, rep…
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| 40062 |
mock-mcp
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Generates schema-compliant mock data from OpenAPI JSON Schema definitions using…
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| 40063 |
chart-mcp
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Renders interactive Chart.js charts inside MCP hosts like Claude Desktop, enabl…
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| 40064 |
Xiaozhi Desktop MCP
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A desktop MCP service that integrates voice assistants into Mac workflows, enab…
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| 40065 |
font-metadata
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Cloudflare Workers MCP server: font-metadata
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| 40066 |
ProofBase MCP Server
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An AI-powered server that generates realistic, customizable customer testimonia…
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| 40067 |
Proxenio MCP Server
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Enables AI agents to discover and interact with Proxenio's verified intent netw…
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| 40068 |
Icelandic Law MCP
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Provides access to 1,709 Icelandic statutes and 19,026 provisions with full-tex…
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| 40069 |
jmeter-mcp
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Integrates Apache JMeter with AI assistants to run and manage load tests throug…
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| 40070 |
mlb-api-mcp
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| 40071 |
HaloPSA MCP Tools
Claim
Model Context Protocol server for interacting with the HaloPSA API, enabling AI…
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| 40072 |
netsuite-mcp
Claim
Enables AI assistants to query and manage NetSuite data via natural language, s…
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| 40073 |
Lightning Wallet MCP
Claim
Give your AI agent a Bitcoin wallet. Send and receive Lightning payments, check…
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| 40074 |
paper-distill-pro
Claim
基于MCP协议的学术论文智能检索与分析平台,支持12个数据库并行搜索、PDF全文解析、文献管理双向同步及多平台自动推送。
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| 40075 |
MD Vision
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MCP server that enables AI assistants to open files and highlight ranges in a r…
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| 40076 |
secoda-analysis-mcp
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A read-only MCP server for exploring and analyzing a Secoda data catalog, enabl…
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| 40077 |
Tencent Ad MCP Server
Claim
Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI as…
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| 40078 |
clariBI
Claim
AI business intelligence: sign up, ingest data, run analyses, generate reports …
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| 40079 |
Obsidian MCP Server
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A Model Context Protocol (MCP) server that provides AI assistants with access t…
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| 40080 |
OmniFocus Operator
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A production-grade MCP server that exposes OmniFocus as structured task infrast…
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| 40081 |
mcp-csv-database
Claim
Loads CSV files into a temporary SQLite database and provides comprehensive dat…
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| 40082 |
Nutrition MCP
Claim
A filesystem-based MCP server that turns any MCP-capable AI agent into a conver…
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| 40083 |
clickhouse
Claim
Enables AI assistants to query and manage ClickHouse databases, supporting SELE…
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| 40084 |
kakao-moment-mcp
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Read-only MCP server for querying, analyzing, and reporting Kakao Moment ad dat…
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| 40085 |
mcp-telemetry
Claim
Socket.IO-style telemetry for MCP servers. Instrument a tool call with a few li…
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| 40086 |
Provides AI-assisted guidance for the Weik.io integration platform, enabling pl…
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| 40087 |
GetCurrentOffer
Claim
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
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| 40088 |
Calendly MCP Server
Claim
Complete MCP server for Calendly API v2 with 40+ tools and 12 interactive React…
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| 40089 |
ohos-mcp-unofficial
Claim
Brings HarmonyOS and OpenHarmony English documentation to AI assistants for ins…
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| 40090 |
continuityos
Claim
An MCP server offering hybrid memory recall and continuity tools for AI agents.…
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| 40091 |
mcplogview
Claim
Exposes configured log files as MCP tools, enabling agents to list, query, and …
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| 40092 |
google-slides-mcp
Claim
Converts linear Markdown documents into styled Google Slides presentations with…
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| 40093 |
EasyWeek
Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
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| 40094 |
story-mcp
Claim
Enables writers and researchers to manage large Markdown documents with AI-powe…
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| 40095 |
supercollider-mcp
Claim
Connects Claude Code to SuperCollider for AI-driven music composition, supporti…
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| 40096 |
MCP server for ATOL Online fiscal receipt API. Enables 54-FZ compliant receipt …
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| 40097 |
Perplexity Full MCP
Claim
Gives AI agents live research and image generation capabilities by automating a…
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| 40098 |
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
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| 40099 |
mcp-loom
Claim
An MCP proxy server that intercepts large tabular tool results, ingests them in…
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| 40100 |
fractal-thesis
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