MCP Server Quality Scores
Independent quality analysis of 66415 public MCP servers
Last updated 4 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4401 |
A Model Context Protocol server for secure, sandboxed file operations and proje…
|
B 74 5⁄5 | ||||||||
| 4402 |
Enables searching for Airbnb listings and retrieving detailed property informat…
|
B 74 5⁄4 | ||||||||
| 4403 |
Play interactive chess games through conversation with move validation, Stockfi…
|
B 74 5⁄4 | ||||||||
| 4404 |
A Model Context Protocol server that provides geocoding services by integrating…
|
B 74 5⁄5 | ||||||||
| 4405 |
Capture and resurface knowledge - search nodes, quick capture, manage resurfaci…
|
B 74 5⁄4 | ||||||||
| 4406 |
|
B 74 5⁄4 | ||||||||
| 4407 |
Enables real-time tracking of AI/LLM research progress by searching and aggrega…
|
B 74 5⁄5 | ||||||||
| 4408 |
lastsaas
Claim
Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, …
|
B 74 5⁄4 | ||||||||
| 4409 |
Enables Claude to generate executable test cases from decision tables in CSV, J…
|
B 74 5⁄5 | ||||||||
| 4410 |
MCP server for air-Q Cloud API — access air quality data from anywhere
|
B 74 5⁄4 | ||||||||
| 4411 |
An MCP server that integrates with Recraft AI to enable generation and manipula…
|
B 74 5⁄5 | ||||||||
| 4412 |
Semantic Scholar API, providing comprehensive access to academic paper data, au…
|
B 74 5⁄5 | ||||||||
| 4413 |
A TypeScript template for building Model Context Protocol (MCP) servers that en…
|
B 74 5⁄4 | ||||||||
| 4414 |
Enables comprehensive management of UniFi Network infrastructure through 24 too…
|
B 74 5⁄5 | ||||||||
| 4415 |
Integrates with SerpAPI and YouTube to provide comprehensive search capabilitie…
|
B 74 5⁄5 | ||||||||
| 4416 |
A Model Context Protocol server that provides real-time weather data and foreca…
|
B 74 5⁄5 | ||||||||
| 4417 |
Production-grade MCP server for Telegram with dual-mode Bot API and MTProto. 6 …
|
B 74 5⁄4 | ||||||||
| 4418 |
Enables consulting with local Ollama models for reasoning from alternative view…
|
B 74 5⁄5 | ||||||||
| 4419 |
Connects Claude Desktop to Google Docs and Google Drive, enabling comprehensive…
|
B 74 5⁄5 | ||||||||
| 4420 |
jhabit-mcp
Claim
A standalone MCP server for managing habits and quit trackers through a jhabit …
|
B 74 5⁄4 | ||||||||
| 4421 |
Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry…
|
B 74 5⁄5 | ||||||||
| 4422 |
Enables Google search automation and web content extraction using Playwright. P…
|
B 74 5⁄5 | ||||||||
| 4423 |
Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural…
|
B 74 5⁄5 | ||||||||
| 4424 |
Provides tools for AI assistants to interact with the Ethereum blockchain throu…
|
B 74 5⁄5 | ||||||||
| 4425 |
Generates professional Draw.io compatible diagrams (flowcharts, sequence diagra…
|
B 74 5⁄4 | ||||||||
| 4426 |
Enables management of Railway.app infrastructure through natural language, allo…
|
B 74 5⁄5 | ||||||||
| 4427 |
Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals
|
B 74 5⁄5 | ||||||||
| 4428 |
Provides comprehensive tools for TailwindCSS development including utility clas…
|
B 74 5⁄5 | ||||||||
| 4429 |
A cinema-grade video production MCP server that enables automated website recor…
|
B 74 5⁄5 | ||||||||
| 4430 |
Zoho CRM Integration
Claim
Connects Claude to Zoho CRM with read-only access, enabling natural language qu…
|
B 74 5⁄5 | ||||||||
| 4431 |
AITable.ai Model Context Protocol Server enables AI agents to connect and work …
|
B 74 5⁄5 | ||||||||
| 4432 |
Enables AI coding agents to interact with Gel databases by executing queries, t…
|
B 74 5⁄4 | ||||||||
| 4433 |
An AI accountability system that tracks what AI systems claim they will impleme…
|
B 74 5⁄5 | ||||||||
| 4434 |
A Model Context Profile server that enables Claude to interact with Todoist, al…
|
B 74 5⁄5 | ||||||||
| 4435 |
A server that provides tools and utilities to support the implementation of Jij…
|
B 74 5⁄4 | ||||||||
| 4436 |
Neolibrarian MCP
Claim
Enables read-only access to local Calibre libraries for searching metadata, ins…
|
B 74 5⁄4 | ||||||||
| 4437 |
A comprehensive MCP server that enables AI to interact with all 68 functions of…
|
B 74 5⁄5 | ||||||||
| 4438 |
Access your Fathom Analytics data effortlessly through an AI assistant. Retriev…
|
B 74 5⁄5 | ||||||||
| 4439 |
CodeSavant
Claim
Provides code manipulation, execution, and version control capabilities. It all…
|
B 74 5⁄4 | ||||||||
| 4440 |
Enables debugging and automation of native Electron applications on macOS throu…
|
B 74 5⁄4 | ||||||||
| 4441 |
Provides production insights and code analysis by leveraging Nexus instrumentat…
|
B 74 5⁄5 | ||||||||
| 4442 |
Enables interaction with Momento Cache to manage cache entries and perform admi…
|
B 74 5⁄5 | ||||||||
| 4443 |
Provides AI assistants with comprehensive documentation, tutorials, and SDK cod…
|
B 74 5⁄5 | ||||||||
| 4444 |
Enables domain name search, availability checking, and registration URL retriev…
|
B 74 5⁄5 | ||||||||
| 4445 |
Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ anal…
|
B 74 5⁄5 | ||||||||
| 4446 |
Enables AI agents to monitor and read Android notifications in real-time via Te…
|
B 74 5⁄5 | ||||||||
| 4447 |
Enables AI assistants to interact with Saleor Commerce instances to fetch data …
|
B 74 5⁄5 | ||||||||
| 4448 |
A SitecoreMCP version that can be used in enterprises
|
B 74 5⁄5 | ||||||||
| 4449 |
A Model Context Protocol server that automatically discovers WordPress REST API…
|
B 74 5⁄5 | ||||||||
| 4450 |
Enables AI models to access and manage SSH connections through a standardized i…
|
B 74 5⁄4 | ||||||||