MCP Server Quality Scores
Independent quality analysis of 66475 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8251 |
Gmail MCP Agent
Claim
Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, r…
|
C 69 5⁄5 | ||||||||
| 8252 |
A local Model Context Protocol (MCP) server that exposes custom tools to Claude…
|
C 69 5⁄4 | ||||||||
| 8253 |
Provides natural language search capabilities for Spryker GitHub repositories, …
|
C 69 5⁄5 | ||||||||
| 8254 |
Provides integration with GitLab repositories to manage files, issues, merge re…
|
C 69 5⁄5 | ||||||||
| 8255 |
ZenTao MCP Server
Claim
Enables interaction with ZenTao project management system through RESTful API v…
|
C 69 5⁄5 | ||||||||
| 8256 |
StarRocks MCP (Model Context Protocol) Server
|
C 69 5⁄5 | ||||||||
| 8257 |
This server enables AI models to send SMS messages and initiate Text-to-Speech …
|
C 69 5⁄5 | ||||||||
| 8258 |
Provides integration with Github through the Model Context Protocol (MCP), allo…
|
C 69 5⁄5 | ||||||||
| 8259 |
A MCP server for taking screenshots of webpages to use as feedback during UI de…
|
C 69 5⁄4 | ||||||||
| 8260 |
A comprehensive Model Context Protocol server providing educational resources a…
|
C 69 5⁄5 | ||||||||
| 8261 |
An autonomous academic research and publishing platform that enables AI agents …
|
C 69 5⁄5 | ||||||||
| 8262 |
Sends periodic system notifications to remind users to take breaks and move aro…
|
C 69 5⁄5 | ||||||||
| 8263 |
Provides read-only access to MySQL databases, enabling schema inspection, table…
|
C 69 5⁄5 | ||||||||
| 8264 |
An MCP server that enables LLM applications to control web browsers via Browser…
|
C 69 5⁄4 | ||||||||
| 8265 |
mcp-fetch
|
C 69 5⁄5 | ||||||||
| 8266 |
A minimal Model Context Protocol server template demonstrating tools, resources…
|
C 69 5⁄5 | ||||||||
| 8267 |
A comprehensive MCP server providing advanced Redmine project analytics, web au…
|
C 69 5⁄5 | ||||||||
| 8268 |
freshrelease
Claim
|
C 69 5⁄4 | ||||||||
| 8269 |
Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for hold…
|
C 69 5⁄5 | ||||||||
| 8270 |
Docswrite MCP
Claim
Generated content to Google Docs to WordPress while preserving formatting and s…
|
C 69 5⁄5 | ||||||||
| 8271 |
Connects AI applications to Figma API for extracting design data, generating pr…
|
C 69 5⁄5 | ||||||||
| 8272 |
Orchestrates multiple Claude Code agents across iTerm2 sessions with process-le…
|
C 69 5⁄4 | ||||||||
| 8273 |
Enables interaction with ZenTao bug tracking system to search products, query a…
|
C 69 5⁄5 | ||||||||
| 8274 |
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and…
|
C 69 5⁄4 | ||||||||
| 8275 |
A simple MCP server implementation that demonstrates streaming capabilities wit…
|
C 69 5⁄4 | ||||||||
| 8276 |
Weather MCP Server
Claim
Provides weather forecasts and alerts for US locations using the National Weath…
|
C 69 5⁄5 | ||||||||
| 8277 |
An MCP server that provides real-time financial data integration with Alpha Van…
|
C 69 5⁄5 | ||||||||
| 8278 |
A Model Context Protocol server that helps track expenses and calculate reimbur…
|
C 69 5⁄5 | ||||||||
| 8279 |
A Model Context Protocol server that integrates with the Icypeas API to help us…
|
C 69 5⁄5 | ||||||||
| 8280 |
An MCP server that wraps a local SearXNG instance to provide private, customiza…
|
C 69 5⁄4 | ||||||||
| 8281 |
An MCP server that enables Claude and other MCP clients to interact with Matter…
|
C 69 5⁄5 | ||||||||
| 8282 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 69 5⁄4 | ||||||||
| 8283 |
A Model Context Protocol server that enables AI assistants to manage Gmail thro…
|
C 69 5⁄5 | ||||||||
| 8284 |
An MCP server that enables AI models to control electronic music instruments by…
|
C 69 5⁄5 | ||||||||
| 8285 |
Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-…
|
C 69 5⁄5 | ||||||||
| 8286 |
Facilitates structured, progressive thinking through defined cognitive stages (…
|
C 69 5⁄5 | ||||||||
| 8287 |
MCP server for Southwest Airlines - search flights, manage bookings
|
C 69 5⁄5 | ||||||||
| 8288 |
ncbi-mcp-server
Claim
Comprehensive NCBI/PubMed literature search server with advanced analytics, cac…
|
C 69 5⁄5 | ||||||||
| 8289 |
Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid sear…
|
C 69 5⁄4 | ||||||||
| 8290 |
Infer MCP Server
Claim
Enables remote command execution via SSH and database queries through PostgreSQ…
|
C 69 5⁄5 | ||||||||
| 8291 |
Provides information about animals at the Taipei Zoo, including their habits, h…
|
C 69 5⁄4 | ||||||||
| 8292 |
Enables Claude to maintain persistent memory across conversations using a local…
|
C 69 5⁄5 | ||||||||
| 8293 |
Superstore MCP Server
Claim
Enables interaction with Real Canadian Superstore to extract order history, bro…
|
C 69 5⁄5 | ||||||||
| 8294 |
Provides tools to manage SSH targets and generate one-time WebShell terminal se…
|
C 69 5⁄5 | ||||||||
| 8295 |
Provides AI-powered medical image analysis tools for LLM agents, enabling tasks…
|
C 69 5⁄4 | ||||||||
| 8296 |
MCP server for WordPress. Manage posts, users, comments, terms, metadata, and s…
|
C 69 5⁄4 | ||||||||
| 8297 |
Evidence-backed web research for AI agents. Real-time search with cited claims,…
|
C 69 6⁄6 | ||||||||
| 8298 |
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 | ||||||||
| 8299 |
Control and monitor Weishaupt heating systems via the WEM Portal
|
C 69 5⁄5 | ||||||||
| 8300 |
Master MCP Server
Claim
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
|
C 69 5⁄5 | ||||||||