MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10001 |
Connects Claude with Spotify, enabling playback control, search functionality, …
|
C 66 5⁄4 | ||||||||
| 10002 |
A Model Context Protocol server for managing, searching, and retrieving local m…
|
C 66 5⁄4 | ||||||||
| 10003 |
Provides comprehensive access to Yahoo Finance data, including historical stock…
|
C 66 5⁄5 | ||||||||
| 10004 |
Enables AI agents to interact with the Hooktheory API for chord progression gen…
|
C 66 5⁄5 | ||||||||
| 10005 |
A Model Context Protocol server that enables LLMs to create, modify and manipul…
|
C 66 5⁄5 | ||||||||
| 10006 |
The Tencent RTC MCP Server provides real-time communication capabilities such a…
|
C 66 5⁄5 | ||||||||
| 10007 |
An AI server that provides intelligent prompt optimization capabilities, enhanc…
|
C 66 5⁄4 | ||||||||
| 10008 |
Enables AI assistants to execute AWS CLI commands and access AWS documentation,…
|
C 66 5⁄5 | ||||||||
| 10009 |
Enables intelligent web document scraping and conversation memory management fo…
|
C 66 5⁄5 | ||||||||
| 10010 |
An MCP server for interacting with the Wahoo Cloud API to manage workouts, rout…
|
C 66 5⁄5 | ||||||||
| 10011 |
Converts SQL queries between different database dialects using the sqlglot libr…
|
C 66 5⁄5 | ||||||||
| 10012 |
Enables bidirectional voice interaction for Claude Code using local speech-to-t…
|
C 66 5⁄4 | ||||||||
| 10013 |
An MCP server that integrates with the Dnevnik.ru API to provide AI assistants …
|
C 66 5⁄5 | ||||||||
| 10014 |
twitter-mcp
Claim
All-in-one Twitter management solution providing timeline access, user tweet re…
|
C 66 5⁄4 | ||||||||
| 10015 |
A Model Context Protocol server that provides AI assistants with persistent sem…
|
C 66 5⁄5 | ||||||||
| 10016 |
EdgeOne Geo MCP Server
Claim
Enables AI models to access user geolocation information through EdgeOne Pages …
|
C 66 5⁄5 | ||||||||
| 10017 |
A Model Context Protocol server enabling AI assistants to interact with Trilium…
|
C 66 5⁄5 | ||||||||
| 10018 |
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
|
C 66 5⁄5 | ||||||||
| 10019 |
A server that enables web searches using different providers (currently Bing) a…
|
C 66 5⁄5 | ||||||||
| 10020 |
Jira MCP Server
Claim
A simple MCP server that provides access to Jira issues from Cursor AI, allowin…
|
C 66 5⁄5 | ||||||||
| 10021 |
Jira Integration Server
Claim
Enable seamless integration of Jira issue tracking within your LLM applications…
|
C 66 5⁄4 | ||||||||
| 10022 |
Enables AI assistants to manage MinIO object storage through comprehensive buck…
|
C 66 5⁄5 | ||||||||
| 10023 |
A Model Context Protocol server that connects AI assistants to Brazilian public…
|
C 66 5⁄5 | ||||||||
| 10024 |
Provides access to 5,000+ Key Performance Indicators across 264 operating areas…
|
C 66 6⁄6 | ||||||||
| 10025 |
Provides access to official French legal databases (Légifrance and JudiLibre) f…
|
C 66 5⁄5 | ||||||||
| 10026 |
Garmin MCP Server
Claim
Enables ChatGPT to access and analyze personal Garmin health data including dai…
|
C 66 5⁄5 | ||||||||
| 10027 |
Enables mathematical formula visualization and analysis through interactive plo…
|
C 66 5⁄5 | ||||||||
| 10028 |
Execute Python code with persistent state across Claude conversations using a b…
|
C 66 5⁄4 | ||||||||
| 10029 |
Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly…
|
C 66 6⁄6 | ||||||||
| 10030 |
A Go-based MCP server that provides comprehensive access to the Serper Google S…
|
C 66 5⁄5 | ||||||||
| 10031 |
Citi Bike MCP Server
Claim
Enables users to find the nearest Citi Bike stations with real-time availabilit…
|
C 66 5⁄5 | ||||||||
| 10032 |
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
|
C 66 5⁄5 | ||||||||
| 10033 |
A personal MCP server for AI assistant integration that provides custom tools, …
|
C 66 5⁄4 | ||||||||
| 10034 |
Enables programmatic access to EndNote .enl libraries, allowing users to list, …
|
C 66 5⁄4 | ||||||||
| 10035 |
A Model Context Protocol (MCP) server that enables LLM applications to perform …
|
C 66 5⁄5 | ||||||||
| 10036 |
A server that retrieves NFT-related data on the Monad testnet, allowing users t…
|
C 66 5⁄4 | ||||||||
| 10037 |
Gmail MCP Server
Claim
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
|
C 66 5⁄5 | ||||||||
| 10038 |
A Model Context Protocol server that enables AI assistants to interact with Azu…
|
C 66 5⁄5 | ||||||||
| 10039 |
PDF to Markdown conversion tool
|
C 66 5⁄4 | ||||||||
| 10040 |
A Model Context Protocol server that allows secure execution of pre-approved co…
|
C 66 5⁄5 | ||||||||
| 10041 |
Enables AI agents to use persistent, file-based memory through Memvid, supporti…
|
C 66 5⁄4 | ||||||||
| 10042 |
Deterministic pre-execution safety certification for autonomous AI agents. Eval…
|
C 66 5⁄4 | ||||||||
| 10043 |
Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, …
|
C 66 5⁄4 | ||||||||
| 10044 |
Provides AI assistants with access to materials science databases, enabling sea…
|
C 66 5⁄5 | ||||||||
| 10045 |
MCP server for GigaChat — AI chat, embeddings, image generation (Russia)
|
C 66 4⁄4 | ||||||||
| 10046 |
Enables real-time Taiwan High Speed Rail (THSRC) information queries including …
|
C 66 5⁄5 | ||||||||
| 10047 |
Scans code for exposed secrets, API keys, tokens, and credentials across 69 pat…
|
C 66 5⁄5 | ||||||||
| 10048 |
Enables deployment of MCP servers to Cloudflare Workers without authentication …
|
C 66 5⁄5 | ||||||||
| 10049 |
Provides intelligent error detection and debugging capabilities across multiple…
|
C 66 5⁄4 | ||||||||
| 10050 |
Enables interaction with Confluence to manage spaces, pages, and comments with …
|
C 66 5⁄5 | ||||||||