MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 2 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3951 |
Simple MCP Server
Claim
A self-contained, dependency-free MCP server that provides utility tools for ti…
|
B 75 5⁄5 | ||||||||
| 3952 |
Enables creation, management, and execution of n8n workflows through a secure H…
|
B 75 5⁄5 | ||||||||
| 3953 |
Enables LLMs to interact with Basecamp projects, managing messages, todos, comm…
|
B 75 5⁄5 | ||||||||
| 3954 |
Provides implementation guidance, code validation, and troubleshooting tools fo…
|
B 75 5⁄5 | ||||||||
| 3955 |
MCP Server for Lara Translate API, enabling powerful translation capabilities w…
|
B 75 5⁄5 | ||||||||
| 3956 |
A Model Context Protocol server for querying the Shodan API and Shodan CVEDB, p…
|
B 75 5⁄4 | ||||||||
| 3957 |
Enables automated grading of student homework images using Qwen3-VL multimodal …
|
B 75 5⁄5 | ||||||||
| 3958 |
A Model Context Protocol (MCP) server for AWS S3 integration using FastMCP and …
|
B 75 5⁄5 | ||||||||
| 3959 |
kafka-mcp-server
Claim
A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, lever…
|
B 75 5⁄4 | ||||||||
| 3960 |
A specialized MySQL MCP server for Cursor that enables users to query table str…
|
B 75 5⁄5 | ||||||||
| 3961 |
Provides structured access to Nexon's MapleStory Open API, allowing users to qu…
|
B 75 5⁄5 | ||||||||
| 3962 |
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
|
B 75 5⁄5 | ||||||||
| 3963 |
Search and explore the Holy Qur'an with Arabic text, transliteration, and advan…
|
B 75 5⁄4 | ||||||||
| 3964 |
A Python-based MCP server adapted from the n8n_agent project that implements a …
|
B 75 5⁄4 | ||||||||
| 3965 |
Provides access to Granola notes, meeting transcripts, calendar events, and doc…
|
B 75 5⁄4 | ||||||||
| 3966 |
Ticketmaster MCP Server
Claim
Enable seamless integration of Ticketmaster data and services into your applica…
|
B 75 5⁄4 | ||||||||
| 3967 |
Models PLUS
Claim
Provides comprehensive AI model metadata through MCP, enabling search and filte…
|
B 75 5⁄5 | ||||||||
| 3968 |
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
|
B 75 4⁄4 | ||||||||
| 3969 |
Provides tools to monitor host system health including CPU load, disk usage, an…
|
B 75 5⁄4 | ||||||||
| 3970 |
tavily-mcp
|
B 75 5⁄5 | ||||||||
| 3971 |
MCP server for Safari DevTools — browser debugging and automation for AI coding…
|
B 75 4⁄4 | ||||||||
| 3972 |
MCP Audio Server
Claim
Enables text-to-speech conversion with smart language detection (using Google T…
|
B 75 5⁄4 | ||||||||
| 3973 |
Enables AI agents to interact with Canvas LMS and Gradescope, allowing users to…
|
B 75 5⁄5 | ||||||||
| 3974 |
Schema-driven document extraction with local OCR + LLM. Document in, Structured…
|
B 75 5⁄4 | ||||||||
| 3975 |
Slack Explorer MCP
Claim
MCP server specialized in retrieving information from Slack messages and threads
|
B 75 5⁄4 | ||||||||
| 3976 |
Provides current local datetime information with timezone support. Serves as a …
|
B 75 5⁄4 | ||||||||
| 3977 |
Affilync MCP Server
Claim
Enables users to manage affiliate marketing directly within Claude by connectin…
|
B 75 5⁄5 | ||||||||
| 3978 |
Provides AI assistants with access to University of Alabama at Birmingham's Res…
|
B 75 5⁄5 | ||||||||
| 3979 |
Enables AI assistants to interact with QuestDB time-series databases through to…
|
B 75 5⁄5 | ||||||||
| 3980 |
Intelligent Genomic Data Server
Provides high-quality gene information queries,…
|
B 75 5⁄5 | ||||||||
| 3981 |
An MCP server that enables Claude to perform web searches using Perplexity's AP…
|
B 75 5⁄5 | ||||||||
| 3982 |
A WebMCP-native browser agent that runs inside your real Chrome — control it fr…
|
B 75 5⁄4 | ||||||||
| 3983 |
A Model Context Protocol server that enables AI assistants to interact with Odo…
|
B 75 5⁄5 | ||||||||
| 3984 |
Analyzes and optimizes Icecast streaming server configurations with automated s…
|
B 75 5⁄5 | ||||||||
| 3985 |
Repo analysis for coding agents with ranked files, dependency maps, and task-sc…
|
B 75 5⁄4 | ||||||||
| 3986 |
Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sy…
|
B 75 4⁄4 | ||||||||
| 3987 |
Serveur MCP pour l'orchestration de tâches distantes (SSH/SFTP) avec une file d…
|
B 75 5⁄4 | ||||||||
| 3988 |
A TypeScript-based MCP server that generates images using OpenAI's dall-e-3 mod…
|
B 75 5⁄5 | ||||||||
| 3989 |
Provides a Model Context Protocol interface to MoCo time tracking and project m…
|
B 75 5⁄5 | ||||||||
| 3990 |
A Model Context Protocol server that enables AI assistants to read from and wri…
|
B 75 5⁄5 | ||||||||
| 3991 |
Enables interaction with Gremlin's reliability management APIs to monitor servi…
|
B 75 5⁄5 | ||||||||
| 3992 |
Enables AI agents to interact with Microsoft Fabric by exposing tools for manag…
|
B 75 5⁄5 | ||||||||
| 3993 |
An MCP server that provides comprehensive tools for managing iOS simulators, in…
|
B 75 5⁄4 | ||||||||
| 3994 |
This is a Model Context Protocol (MCP) server that provides access to the Shoda…
|
B 75 5⁄5 | ||||||||
| 3995 |
A dynamic MCP server that automatically discovers Python files in a directory a…
|
B 75 5⁄4 | ||||||||
| 3996 |
Enables semantic search through markdown documentation in code repositories usi…
|
B 75 5⁄4 | ||||||||
| 3997 |
Fast MCP server for Apple Mail — 87x faster email fetching via batch JXA and FT…
|
B 75 5⁄4 | ||||||||
| 3998 |
Universal data connector for CSV, Postgres, and REST APIs via DuckDB
|
B 75 4⁄4 | ||||||||
| 3999 |
Provision dedicated real-SIM US phone numbers, receive inbound SMS, poll for me…
|
B 75 5⁄4 | ||||||||
| 4000 |
Enables creating and managing Spotify playlists using natural language with adv…
|
B 75 5⁄5 | ||||||||