MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 2 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21951 |
Anthropic's github MCP server, but better. Support for more endpoints. Includin…
|
C 67 4⁄4 | ||||||||
| 21952 |
Provides a comprehensive Model Context Protocol interface for RAGFlow, enabling…
|
C 67 4⁄4 | ||||||||
| 21953 |
Provides demo tools for addition, mock weather data, and username generation.
|
C 67 3⁄3 | ||||||||
| 21954 |
MCP server for CPFHub.io. Query Brazilian CPF data directly from AI agents.
|
C 67 3⁄3 | ||||||||
| 21955 |
MCP server for Zabbix API - exposes all Zabbix API functionality via MCP
|
C 67 3⁄3 | ||||||||
| 21956 |
MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineeri…
|
C 67 4⁄3 | ||||||||
| 21957 |
Resy reservation management — search, book, cancel, favorites, and Priority Not…
|
C 67 3⁄3 | ||||||||
| 21958 |
Enables AI assistants to interact with Figma designs programmatically, supporti…
|
C 67 4⁄4 | ||||||||
| 21959 |
MultiBaas MCP Server
Claim
Enables AI assistants to interact with blockchain data and smart contracts thro…
|
C 67 4⁄4 | ||||||||
| 21960 |
MCP server for advanced web search using Tavily API.
|
C 67 4⁄3 | ||||||||
| 21961 |
GitHub MCP Control Plane
Claim
Provides secure, controlled access to GitHub operations through the Model Conte…
|
C 67 4⁄4 | ||||||||
| 21962 |
Adapting xemantic-ai-tool-schema to Model Context Protocol kotlin-sdk Tool input
|
C 67 3⁄3 | ||||||||
| 21963 |
Intelligent AI routing and integration platform for seamless provider switching
|
C 67 4⁄3 | ||||||||
| 21964 |
Enables AI assistants to perform reverse engineering and debugging of Windows e…
|
C 67 3⁄3 | ||||||||
| 21965 |
Exposes 1,334 skills as global MCP tools across Claude Desktop, VSCode, and Cur…
|
C 67 3⁄3 | ||||||||
| 21966 |
Enables AI agents to interact with Tapp Exchange, a decentralized exchange on A…
|
C 67 4⁄3 | ||||||||
| 21967 |
An MCP server for computer automation that provides tools for screenshots, mous…
|
C 67 3⁄3 | ||||||||
| 21968 |
wafer-map-mcp
Claim
Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and …
|
C 67 3⁄3 | ||||||||
| 21969 |
Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ di…
|
C 67 4⁄4 | ||||||||
| 21970 |
Demonstrates core MCP server functionality with basic arithmetic operations (ad…
|
C 67 3⁄3 | ||||||||
| 21971 |
Provides comprehensive access to HubSpot CRM API for managing contacts, compani…
|
C 67 4⁄4 | ||||||||
| 21972 |
RefMD MCP Server
Claim
Enables chatbots to browse, search, create, and edit Markdown documents stored …
|
C 67 4⁄4 | ||||||||
| 21973 |
An MCP server that provides queryable access to Anti-Money Laundering (AML) red…
|
C 67 3⁄3 | ||||||||
| 21974 |
browser-use-rs
Claim
|
C 67 4⁄3 | ||||||||
| 21975 |
Persistent shared memory for AI coding agents. Stores facts as `entity/key/valu…
|
C 67 3⁄3 | ||||||||
| 21976 |
An enterprise-grade MCP server that integrates AI agents with Google Sheets and…
|
C 67 4⁄4 | ||||||||
| 21977 |
WinWright
Claim
civyk-winwright is a Playwright-style MCP server for Windows desktop and browse…
|
C 67 3⁄3 | ||||||||
| 21978 |
Enables AI assistants to interact with Inductiveautomation's Ignition SCADA/MES…
|
C 67 4⁄4 | ||||||||
| 21979 |
An MCP server that provides Claude agents with a comprehensive memory managemen…
|
C 67 4⁄4 | ||||||||
| 21980 |
MCP server for Google Flights: search, price tracking, cabin comparison, emissi…
|
C 67 3⁄3 | ||||||||
| 21981 |
Collaborative BrAPI v2.1 MCP workspace — studies, germplasm, genotypes across B…
|
C 67 3⁄3 | ||||||||
| 21982 |
Enables LLMs to capture screenshots and screen recordings through MCP with chun…
|
C 67 3⁄3 | ||||||||
| 21983 |
Provides 84 specialized tools for comprehensive Google Workspace automation inc…
|
C 67 4⁄4 | ||||||||
| 21984 |
Enables advanced web crawling and content extraction with JavaScript support, A…
|
C 67 4⁄4 | ||||||||
| 21985 |
xiaohongshu-mcp
Claim
|
C 67 3⁄3 | ||||||||
| 21986 |
Enables AI assistants to manage Piwik PRO Analytics resources including apps, t…
|
C 67 4⁄4 | ||||||||
| 21987 |
Provides traditional Chinese lunar calendar information including auspicious da…
|
C 67 4⁄4 | ||||||||
| 21988 |
Provides speech recognition (STT) and synthesis (TTS) tools via the Sber Salute…
|
C 67 3⁄3 | ||||||||
| 21989 |
A Model Context Protocol server that enables conversational AI interaction with…
|
C 67 4⁄4 | ||||||||
| 21990 |
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased d…
|
C 67 4⁄3 | ||||||||
| 21991 |
MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI a…
|
C 67 3⁄3 | ||||||||
| 21992 |
notion-mcp-server
Claim
A comprehensive Model Context Protocol (MCP) server for Notion integration with…
|
C 67 4⁄4 | ||||||||
| 21993 |
chat-ui
Claim
Single-File AI Chatbot UI with Multimodal & MCP Support: An All-in-One HTML Fil…
|
C 67 3⁄3 | ||||||||
| 21994 |
searchAPI-mcp
Claim
A Model Context Protocol (MCP) based search API server that provides standardiz…
|
C 67 4⁄4 | ||||||||
| 21995 |
tempo-mcp-rs
Claim
|
C 67 4⁄3 | ||||||||
| 21996 |
Enables Claude Code and Codex to manage TwolineCloud internal portal vacation f…
|
C 67 3⁄3 | ||||||||
| 21997 |
Provides real-time US power grid intelligence and carbon intensity data to enab…
|
C 67 4⁄4 | ||||||||
| 21998 |
OpenMCP
Claim
Enables conversion of OpenAPI specifications into MCP servers and remixing mult…
|
C 67 4⁄3 | ||||||||
| 21999 |
Enables control and interaction with Commodore 64 Ultimate Computer devices thr…
|
C 67 4⁄4 | ||||||||
| 22000 |
A fully local, open-source MCP server that replaces Azure AI Foundry, enabling …
|
C 67 3⁄3 | ||||||||