MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8251 |
Unity AI Bridge
Claim
Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero …
|
C 69 5⁄4 | ||||||||
| 8252 |
A Model Context Protocol server that provides tools for interacting with the ST…
|
C 69 5⁄5 | ||||||||
| 8253 |
Enables semantic search across Obsidian vaults using vector embeddings and Chro…
|
C 69 5⁄4 | ||||||||
| 8254 |
An MCP server providing semantic memory storage and retrieval using vector embe…
|
C 69 5⁄5 | ||||||||
| 8255 |
A serverless, multi-tenant implementation of MCP servers that runs on Vercel wi…
|
C 69 5⁄5 | ||||||||
| 8256 |
Provides functionality to fetch and transform web content in various formats (H…
|
C 69 5⁄5 | ||||||||
| 8257 |
A server that enables AI assistants to access, analyze, and understand HackerNe…
|
C 69 5⁄5 | ||||||||
| 8258 |
A Model Context Protocol server that retrieves CVE information from the Nationa…
|
C 69 5⁄5 | ||||||||
| 8259 |
Gmail MCP Agent
Claim
Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, r…
|
C 69 5⁄5 | ||||||||
| 8260 |
Enables interaction with the WhkerDB shared PDF editor to manage collaborative …
|
C 69 5⁄5 | ||||||||
| 8261 |
Provides real-time stock data analysis, portfolio management, technical analysi…
|
C 69 5⁄5 | ||||||||
| 8262 |
An MCP server that enables users to add translation keys to Lokalise projects u…
|
C 69 5⁄5 | ||||||||
| 8263 |
Enables interaction with the Siigo API to manage products, customers, and invoi…
|
C 69 5⁄5 | ||||||||
| 8264 |
ZenTao MCP Server
Claim
Enables interaction with ZenTao project management system through RESTful API v…
|
C 69 5⁄5 | ||||||||
| 8265 |
Enables migration of test automation projects from WebDriverIO to Playwright us…
|
C 69 5⁄5 | ||||||||
| 8266 |
MCP Template
Claim
A generic template for developing MCP servers with basic examples including ech…
|
C 69 5⁄4 | ||||||||
| 8267 |
Enables managing AI meeting bots that can join, record, transcribe meetings, sp…
|
C 69 5⁄5 | ||||||||
| 8268 |
A Model Context Protocol server for Hatch API integration that provides tools f…
|
C 69 5⁄5 | ||||||||
| 8269 |
|
C 69 5⁄4 | ||||||||
| 8270 |
Enables robots to store, retrieve, and consolidate episodic experiences includi…
|
C 69 5⁄4 | ||||||||
| 8271 |
Enables AI tools to search and explore API documentation from Apidog projects o…
|
C 69 5⁄5 | ||||||||
| 8272 |
一个 Ant Design 组件查询的 mcp 服务，包含 组件文档、API 文档、代码示例、组件更新日志查询
|
C 69 5⁄5 | ||||||||
| 8273 |
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
|
C 69 5⁄5 | ||||||||
| 8274 |
A full-stack template for building Model Context Protocol (MCP) servers with a …
|
C 69 5⁄5 | ||||||||
| 8275 |
Specialized MiniMax Model Context Protocol (MCP) server designed for coding-pla…
|
C 69 5⁄4 | ||||||||
| 8276 |
JSON Logs MCP Server
|
C 69 5⁄5 | ||||||||
| 8277 |
An implementation of the Model Context Protocol server that enables AI models t…
|
C 69 5⁄5 | ||||||||
| 8278 |
A rich MCP server for Things
|
C 69 5⁄5 | ||||||||
| 8279 |
This MCP server enables users to interact with AWS Amplify Gen2 application dat…
|
C 69 5⁄5 | ||||||||
| 8280 |
Enables sending emails via SMTP with support for HTML content, attachments, bul…
|
C 69 5⁄5 | ||||||||
| 8281 |
A local Model Context Protocol (MCP) server that exposes custom tools to Claude…
|
C 69 5⁄4 | ||||||||
| 8282 |
Islands on the Air MCP server. Group lookup, island search, DXCC mapping, nearb…
|
C 69 5⁄4 | ||||||||
| 8283 |
Provides basic and advanced mathematical operations including addition, subtrac…
|
C 69 5⁄5 | ||||||||
| 8284 |
A server that implements the Model Completion Protocol (MCP) to allow LLMs to i…
|
C 69 5⁄5 | ||||||||
| 8285 |
MCP server for Huly — manage projects, issues, documents and more via natural l…
|
C 69 5⁄4 | ||||||||
| 8286 |
Compose and send emails directly from your LLM applications without the hassle …
|
C 69 5⁄4 | ||||||||
| 8287 |
Enables AI assistants to manage MySQL databases through natural language comman…
|
C 69 5⁄5 | ||||||||
| 8288 |
A ledger-cli integration for managing financial transactions and generating rep…
|
C 69 5⁄4 | ||||||||
| 8289 |
Paperclip
Claim
The paperclip server enables searching and retrieving research papers from vari…
|
C 69 5⁄5 | ||||||||
| 8290 |
An MCP server for EVE Online that provides EVE Server Time (EST) information an…
|
C 69 5⁄5 | ||||||||
| 8291 |
Enables AI assistants to interact with Vertica Analytics Databases for querying…
|
C 69 5⁄5 | ||||||||
| 8292 |
Enables humanitarian negotiators to analyze complex situations using proven met…
|
C 69 5⁄5 | ||||||||
| 8293 |
ollama-mcp-example
Claim
Ollama MCP example for dummies.
|
C 69 5⁄4 | ||||||||
| 8294 |
ProductMaster MCP Server
Claim
Enables natural language search and management of product information through a…
|
C 69 5⁄5 | ||||||||
| 8295 |
A Model Context Protocol (MCP) implementation for Fitbit, enabling AI assistant…
|
C 69 5⁄5 | ||||||||
| 8296 |
Enables semantic search and retrieval over local Markdown/MDX documentation usi…
|
C 69 5⁄4 | ||||||||
| 8297 |
Provides browser automation and web scraping capabilities including page naviga…
|
C 69 5⁄4 | ||||||||
| 8298 |
Generates personalized music playlists based on mood analysis using AI sentimen…
|
C 69 5⁄5 | ||||||||
| 8299 |
An MCP server to allow you to debug webpages using LLMs
|
C 69 5⁄4 | ||||||||
| 8300 |
A Model Context Protocol server that connects to a Magento 2 REST API, allowing…
|
C 69 5⁄5 | ||||||||