MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 2 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10051 |
Provides access to Dune Analytics blockchain data through specialized tools for…
|
C 66 5⁄5 | ||||||||
| 10052 |
Enables bidirectional voice interaction for Claude Code using local speech-to-t…
|
C 66 5⁄4 | ||||||||
| 10053 |
Enables AI assistants to execute AWS CLI commands and access AWS documentation,…
|
C 66 5⁄5 | ||||||||
| 10054 |
Enables AI agents to interact with the Hooktheory API for chord progression gen…
|
C 66 5⁄5 | ||||||||
| 10055 |
The Tencent RTC MCP Server provides real-time communication capabilities such a…
|
C 66 5⁄5 | ||||||||
| 10056 |
A Model Context Protocol server that enables LLMs to create, modify and manipul…
|
C 66 5⁄5 | ||||||||
| 10057 |
An AI server that provides intelligent prompt optimization capabilities, enhanc…
|
C 66 5⁄4 | ||||||||
| 10058 |
An MCP server that provides Claude with comprehensive desktop automation capabi…
|
C 66 5⁄5 | ||||||||
| 10059 |
knownissue
Claim
Shared debugging memory for AI coding agents
|
C 66 5⁄5 | ||||||||
| 10060 |
Converts SQL queries between different database dialects using the sqlglot libr…
|
C 66 5⁄5 | ||||||||
| 10061 |
An MCP server for interacting with the Wahoo Cloud API to manage workouts, rout…
|
C 66 5⁄5 | ||||||||
| 10062 |
Enables intelligent web document scraping and conversation memory management fo…
|
C 66 5⁄5 | ||||||||
| 10063 |
An MCP server that integrates with the Dnevnik.ru API to provide AI assistants …
|
C 66 5⁄5 | ||||||||
| 10064 |
twitter-mcp
Claim
All-in-one Twitter management solution providing timeline access, user tweet re…
|
C 66 5⁄4 | ||||||||
| 10065 |
A Model Context Protocol server enabling AI assistants to interact with Trilium…
|
C 66 5⁄5 | ||||||||
| 10066 |
A Model Context Protocol server that provides AI assistants with persistent sem…
|
C 66 5⁄5 | ||||||||
| 10067 |
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
|
C 66 5⁄5 | ||||||||
| 10068 |
A server that enables web searches using different providers (currently Bing) a…
|
C 66 5⁄5 | ||||||||
| 10069 |
Enables AI assistants to manage MinIO object storage through comprehensive buck…
|
C 66 5⁄5 | ||||||||
| 10070 |
Jira Integration Server
Claim
Enable seamless integration of Jira issue tracking within your LLM applications…
|
C 66 5⁄4 | ||||||||
| 10071 |
Jira MCP Server
Claim
A simple MCP server that provides access to Jira issues from Cursor AI, allowin…
|
C 66 5⁄5 | ||||||||
| 10072 |
Provides access to 5,000+ Key Performance Indicators across 264 operating areas…
|
C 66 6⁄6 | ||||||||
| 10073 |
A Model Context Protocol server that connects AI assistants to Brazilian public…
|
C 66 5⁄5 | ||||||||
| 10074 |
Provides access to official French legal databases (Légifrance and JudiLibre) f…
|
C 66 5⁄5 | ||||||||
| 10075 |
Garmin MCP Server
Claim
Enables ChatGPT to access and analyze personal Garmin health data including dai…
|
C 66 5⁄5 | ||||||||
| 10076 |
Execute Python code with persistent state across Claude conversations using a b…
|
C 66 5⁄4 | ||||||||
| 10077 |
Enables mathematical formula visualization and analysis through interactive plo…
|
C 66 5⁄5 | ||||||||
| 10078 |
A personal MCP server for AI assistant integration that provides custom tools, …
|
C 66 5⁄4 | ||||||||
| 10079 |
Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly…
|
C 66 6⁄6 | ||||||||
| 10080 |
Citi Bike MCP Server
Claim
Enables users to find the nearest Citi Bike stations with real-time availabilit…
|
C 66 5⁄5 | ||||||||
| 10081 |
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
|
C 66 5⁄5 | ||||||||
| 10082 |
Enables programmatic access to EndNote .enl libraries, allowing users to list, …
|
C 66 5⁄4 | ||||||||
| 10083 |
A Model Context Protocol (MCP) server that enables LLM applications to perform …
|
C 66 5⁄5 | ||||||||
| 10084 |
A server that retrieves NFT-related data on the Monad testnet, allowing users t…
|
C 66 5⁄4 | ||||||||
| 10085 |
A Go-based MCP server that provides comprehensive access to the Serper Google S…
|
C 66 5⁄5 | ||||||||
| 10086 |
A Model Context Protocol server that enables AI assistants to interact with Azu…
|
C 66 5⁄5 | ||||||||
| 10087 |
Gmail MCP Server
Claim
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
|
C 66 5⁄5 | ||||||||
| 10088 |
PDF to Markdown conversion tool
|
C 66 5⁄4 | ||||||||
| 10089 |
Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, …
|
C 66 5⁄4 | ||||||||
| 10090 |
Deterministic pre-execution safety certification for autonomous AI agents. Eval…
|
C 66 5⁄4 | ||||||||
| 10091 |
A streamlined MCP server designed for querying on-call runbooks through an opti…
|
C 66 5⁄5 | ||||||||
| 10092 |
An email assistant server that connects Claude Desktop to notmuch email databas…
|
C 66 5⁄4 | ||||||||
| 10093 |
deep-research
Claim
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
|
C 66 6⁄4 | ||||||||
| 10094 |
A demonstration server that allows large language models to perform penetration…
|
C 66 5⁄4 | ||||||||
| 10095 |
Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Fire…
|
C 66 5⁄4 | ||||||||
| 10096 |
An MCP server for intelligent log analysis providing semantic search, error pat…
|
C 66 5⁄5 | ||||||||
| 10097 |
Easily understand your authorization by querying the OSO Cloud API using natura…
|
C 66 5⁄4 | ||||||||
| 10098 |
Provides comprehensive access to Yahoo Finance data, including historical stock…
|
C 66 5⁄5 | ||||||||
| 10099 |
Enables web searching through Google, DuckDuckGo, and Bing using a headless Chr…
|
C 66 5⁄4 | ||||||||
| 10100 |
A Model Context Protocol server that enables Claude to search and access detail…
|
C 66 5⁄5 | ||||||||