MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29501 |
Search-only commerce MCP server backed by Stripe (test)
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F 16 3⁄5 | ||||||||
| ○ Unscored | ||||||||||
| 29502 |
usgs-water-mcp-server
Claim
Query real-time and historical USGS water data from ~8,000 stream gages and gro…
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| 29503 |
near-hydra-mcp
Claim
Enables cross-chain transactions (swap, send, balance) on 10 blockchains from a…
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| 29504 |
Verifiable random decisions, audit sampling, fair selection, and proof verifica…
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| 29505 |
ClickUp MCP
Claim
Enables ClickUp workspace management including tasks, docs, teams, spaces, and …
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| 29506 |
airflow-mcp-server
Claim
Airflow MCP server — read DAGs, runs, task instances, log tails; trigger and cl…
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| 29507 |
mcp-server
Claim
An MCP server that integrates with LangChain and ChromaDB to provide documentat…
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| 29508 |
Logo.dev
Claim
Search and retrieve company logos by brand or domain. Customize size, format, a…
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| 29509 |
sports-mcp-server
Claim
Get live scores, schedules, standings, team and player data for NFL, NBA, MLB, …
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| 29510 |
gmail-mcp7
Claim
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| 29511 |
DG-MCP
Claim
Enables MCP clients to control DG-Lab Coyote 2.0/3.0 devices via Bluetooth, pro…
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| 29512 |
stormscope
Claim
Provides real-time US weather data for AI assistants via MCP, including current…
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| 29513 |
PWA Debug Layer
Claim
Debug PWAs in your real browser via MCP: service-worker, cache, installability …
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| 29514 |
Brainstorm
Claim
Enables AI agents to communicate, coordinate, and collaborate on complex tasks …
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| 29515 |
react-native-toolkit
Claim
Provides AI agents with accurate, version-aware documentation for React Native,…
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| 29516 |
WinCC V8 MCP Server
Claim
MCP server providing access to Siemens WinCC V8 SCADA systems via REST API, ena…
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| 29517 |
albumentations-mcp
Claim
Enables natural language image augmentation via the MCP protocol, using Albumen…
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| 29518 |
Recall MCP Server
Claim
Enables interaction with Recall services for blockchain storage operations, inc…
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| 29519 |
TickTick MCP Server
Claim
Remote MCP server for managing TickTick tasks and projects, offering 22 tools f…
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| 29520 |
A股实时行情MCP服务器
Claim
基于Model Context Protocol (MCP) 的A股实时行情查询服务器,支持查询A股实时价格、历史K线数据、财务信息及市场概况。
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| 29521 |
Miami Friend
Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
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| 29522 |
anime-mcp-server
Claim
Search anime/manga, franchise watch order, schedule, characters, rankings, stud…
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| 29523 |
unity-mcp
Claim
The first Model Context Protocol server for Unity projects. It gives AI assista…
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| 29524 |
kanboard-mcp
Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
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| 29525 |
algorithmaide-mcp
Claim
An MCP server for real-device Android reversing workflows, wrapping AlgorithmAi…
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| 29526 |
Provides double-entry accounting ledger creation, transaction recording, and fi…
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| 29527 |
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
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| 29528 |
db-mcp
Claim
A secure MCP server for connecting AI assistants to MySQL, Redis, and MongoDB w…
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| 29529 |
tray-mcp-server
Claim
Connects AI agents like Claude to the Tray Commerce platform, enabling natural …
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| 29530 |
mcp-bigquery-dryrun
Claim
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
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| 29531 |
OpenAPI MCP Server
Claim
Dynamically creates an MCP server from any OpenAPI schema, enabling seamless in…
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| 29532 |
kaggle-mcp
Claim
A Model Context Protocol server that provides tools to interact with Kaggle API…
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| 29533 |
memory-bank-mcp-mongodb
Claim
MCP server for MongoDB-powered memory bank management with multi-project isolat…
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| 29534 |
MCP Authentication Demo
Claim
A template for building MCP servers with optional per-tool authentication using…
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| 29535 |
Oral Heritage Index
Claim
An authoritative AEO (answer-engine-optimization) reference corpus on saving fa…
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| 29536 |
Web Search MCP Server
Claim
This MCP server provides tools for AI agents to search the web, fetch page cont…
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| 29537 |
Pulse
Claim
Access comprehensive travel and location data to streamline trip planning and d…
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| 29538 |
simple-dynamsoft-mcp
Claim
MCP server that helps AI assistants generate accurate code and guidance for Dyn…
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| 29539 |
Enables integration with Gong's sales platform through MCP, providing access to…
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| 29540 |
novelai-mcp-server
Claim
Model Context Protocol (MCP) server for NovelAI image generation. Create high-q…
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| 29541 |
CourtListener MCP Server
Claim
Enables LLM-friendly access to the CourtListener legal database and eCFR for se…
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| 29542 |
RetellAI MCP Server
Claim
Enables AI assistants to manage RetellAI voice services including calls, agents…
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| 29543 |
Fubon MCP Server
Claim
MCP server for Fubon Securities, providing comprehensive Taiwan stock trading a…
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| 29544 |
Weather MCP
Claim
Minimal MCP server exposing today's weather for a city via tool, resource, and …
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| 29545 |
korean-stat-mcp
Claim
Enables MCP clients like Claude Desktop to search, retrieve, and analyze Korean…
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| 29546 |
hittad
Claim
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| 29547 |
TianGong AI MCP
Claim
TianGong AI Model Context Protocol (MCP) Server supports Streamable Http protoc…
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| 29548 |
lfwin-payment-mcp
Claim
LFWin Payment MCP Server is a payment capability service for AI Agents. Adherin…
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| 29549 |
Scouts-AI-MCP
Claim
Model Context Protocol server exposing the SCOUTS-AI web search API as a single…
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| 29550 |
office-mcp-server
Claim
MCP server for Office document automation, enabling AI assistants to create, re…
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