MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58951 |
ai-news-mcp
Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
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| 58952 |
smithery-ai-mcp2
Claim
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| 58953 |
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
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| 58954 |
uk-ai-act-mcp
Claim
UK AI regulation compliance tools for AI agents. Capabilities: UK risk classifi…
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| 58955 |
Gitea MCP Proxy Agent
Claim
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
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| 58956 |
JMRI MCP
Claim
JMRI voice/chat control for DCC model railroads
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| 58957 |
ast-grep MCP Server
Claim
Enables structural code search and refactoring across 20+ programming languages…
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| 58958 |
remote-control-tv
Claim
An MCP server that lets AI agents control Android TVs via ADB, including search…
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| 58959 |
Enables interaction with Binance Smart Chain, including wallet management, toke…
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| 58960 |
Real-time US and Canadian sales tax and use tax rates by address or geographic …
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| 58961 |
auggie-context-mcp
Claim
Enables AI agents like Claude and Cursor to query codebases using Augment's con…
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| 58962 |
Huddo
Claim
Group chat for people and AI agents: join a room by invite link, read, reply, w…
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| 58963 |
Godot MCP Server
Claim
AI-powered development assistant that bridges AI assistants with Godot game pro…
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| 58964 |
Thread Keeper
Claim
Multi-agent shared brain MCP server enabling cross-session memory, self-improvi…
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| 58965 |
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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| 58966 |
Promise
Claim
Evidence-backed follow-through memory for what you owe, await, and need to reme…
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| 58967 |
COTI Private Assets
Claim
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
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| 58968 |
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
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| 58969 |
Factorio AI Companion
Claim
Bidirectional chat bridge between Factorio and Claude Code via MCP protocol, en…
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| 58970 |
reddit_mcp
Claim
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| 58971 |
Market Fiyatı MCP Server
Claim
Enables searching and comparing grocery prices from Turkish markets via marketf…
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| 58972 |
Code Assistant
Claim
Gemini-powered MCP server for code analysis.
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| 58973 |
Airtable MCP
Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
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| 58974 |
MCP Server ELK
Claim
A production-oriented, read-only MCP server for secure ELK stack analysis, comp…
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| 58975 |
TastyTrade MCP Server
Claim
Connects your TastyTrade trading account to AI assistants like Claude Desktop a…
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| 58976 |
Atlas MCP Server
Claim
Enables AI agents and users to manage workspace files, monitor system metrics, …
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| 58977 |
Dynoxide
Claim
A DynamoDB-compatible database engine (Rust, SQLite-backed) whose MCP server ex…
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| 58978 |
obsidian-mcp
Claim
Wraps the Obsidian CLI to allow LLM agents to read/write notes, search, manage …
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| 58979 |
Utility Tools MCP Server
Claim
Provides five utility tools: weather information, calculator, currency converte…
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| 58980 |
Yahoo Mail MCP Server
Claim
Enables reading, searching, composing, and managing Yahoo Mail emails via IMAP …
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| 58981 |
context-mapper-mcp
Claim
An MCP server for managing Domain-Driven Design models using Context Mapper's C…
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| 58982 |
Demo personal-finance MCP App: spending, subscriptions, and net worth as intera…
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| 58983 |
anylogicPLE-mcp
Claim
Generates AnyLogic simulation models from natural-language prompts in Claude Co…
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| 58984 |
OpenAra
Claim
An open-source local MCP server for macOS that provides desktop control tools (…
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| 58985 |
crawlora-mcp
Claim
Hosted MCP for structured public web data — 319 tools across search, maps, comm…
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| 58986 |
MCP Job Matching Server
Claim
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
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| 58987 |
Google Sheets MCP
Claim
Enables agents to create, read, and modify Google Sheets using a service accoun…
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| 58988 |
aria-mcp-tvguide-dk
Claim
MCP server that provides Danish TV guide data, enabling AI assistants to answer…
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| 58989 |
A production-ready MCP server that exposes Aider's code editing capabilities vi…
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| 58990 |
Coinranking
Claim
Provide real-time and historical cryptocurrency data, market statistics, and ex…
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| 58991 |
mealie-mcp
Claim
Exposes every endpoint of the Mealie REST API as MCP tools, enabling LLMs to ma…
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| 58992 |
x402watch
Claim
Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer…
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| 58993 | — | |||||||||
| 58994 |
KSeF MCP
Claim
Single-tenant MCP server for Polish KSeF e-invoice workflows, supporting local …
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| 58995 |
microtap-mcp
Claim
Pay-per-call x402 APIs: Polymarket and Kalshi prediction markets, DeFi and cryp…
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| 58996 |
images-mcp
Claim
Provides image generation tools powered by OpenRouter, running on Cloudflare Wo…
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| 58997 |
ai-slides-mcp
Claim
Generates images through ChatGPT's web backend and assembles them into full-ble…
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| 58998 |
worksuite-mcp
Claim
Connects AI assistants to Google Workspace (Gmail, Drive, Docs, Sheets, Slides,…
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| 58999 |
Federated Search
Claim
A federation MCP server that sits in front of multiple memory backends and pres…
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| 59000 |
Component MCP Server
Claim
Connects Figma designs to React components using your actual component library,…
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