MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12901 |
MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic t…
|
C 60 5⁄5 | ||||||||
| 12902 |
A FastMCP-based tool for analyzing logback log files to detect code defects and…
|
C 60 5⁄4 | ||||||||
| 12903 |
MSC MCP Server
Claim
Enables control of Android devices through ADB, allowing users to list connecte…
|
C 60 5⁄4 | ||||||||
| 12904 |
dy-mcp
Claim
Enables automation of Douyin (TikTok China) tasks including parsing share links…
|
C 60 5⁄4 | ||||||||
| 12905 |
A fake web search server that generates LLM-powered search results and full art…
|
C 60 5⁄5 | ||||||||
| 12906 |
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
|
C 60 6⁄6 | ||||||||
| 12907 |
Enables tracking and managing personal expenses through a local SQLite database…
|
C 60 5⁄4 | ||||||||
| 12908 |
MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics…
|
C 60 5⁄5 | ||||||||
| 12909 |
A Model Context Protocol server that enables management of GitLab Kanban boards…
|
C 60 5⁄5 | ||||||||
| 12910 |
A demo server that allows AI models to manage a personal reading list stored in…
|
C 60 5⁄4 | ||||||||
| 12911 |
Provides advanced JWT auditing tools including decoding, vulnerability analysis…
|
C 60 5⁄4 | ||||||||
| 12912 |
IMS MCP Server
Claim
Exposes the Integrated Memory System (IMS) capabilities, including session mana…
|
C 60 5⁄5 | ||||||||
| 12913 |
Rover MCP Server
Claim
A ModelContextProvider server that enables secure querying of Red Hat internal …
|
C 60 5⁄5 | ||||||||
| 12914 |
A Model Context Protocol server providing 43 tools for Broadcom Endevor SCM int…
|
C 60 5⁄5 | ||||||||
| 12915 |
Claude Code can't do everything well.
This MCP covers Claude Code's weaknesses …
|
C 60 5⁄4 | ||||||||
| 12916 |
A Model Context Protocol server that analyzes YouTube videos, enabling users to…
|
C 60 5⁄5 | ||||||||
| 12917 |
Vue Prime MCP Server
Claim
Provides access to PrimeVue documentation through MCP, enabling retrieval of co…
|
C 59 5⁄5 | ||||||||
| 12918 |
An MCP server that provides safe access to your iMessage database through Model…
|
C 59 5⁄4 | ||||||||
| 12919 |
FlashCardsMCP
Claim
A dockerized Python MCP server that manages flash card projects using OpenAI em…
|
C 59 5⁄5 | ||||||||
| 12920 |
A TypeScript-based Model Context Protocol toolkit that enables AI to interact w…
|
C 59 5⁄5 | ||||||||
| 12921 |
A Model Context Protocol server providing read-only access to MySQL databases, …
|
C 59 5⁄5 | ||||||||
| 12922 |
Official MCP server for ToseaAI that enables document-to-presentation workflows…
|
C 59 5⁄5 | ||||||||
| 12923 |
An AI-powered Tailwind builder that helps developers create, inspire, and refac…
|
C 59 6⁄4 | ||||||||
| 12924 |
An MCP server that enables interacting with CnosDB databases through Claude, su…
|
C 59 5⁄5 | ||||||||
| 12925 |
Provides access to the Bandmate REST API for managing songs with chord notation…
|
C 59 6⁄6 | ||||||||
| 12926 |
MCP server based on baostock, providing access and analysis capabilities for Ch…
|
C 59 5⁄5 | ||||||||
| 12927 |
Access specialized web3 AI agents for blockchain analysis, smart contract secur…
|
C 59 6⁄6 | ||||||||
| 12928 |
An MCP server that allows querying MON token balances and NFT counts on the Mon…
|
C 59 5⁄5 | ||||||||
| 12929 |
Lotus MCP
Claim
Enables creation of reusable browser automation skills through demonstration by…
|
C 59 6⁄6 | ||||||||
| 12930 |
MCP server for integration with Keitaro TDS API, providing tools to work with c…
|
C 59 5⁄5 | ||||||||
| 12931 |
An MCP server that executes tox commands to run Python tests within a project u…
|
C 59 5⁄4 | ||||||||
| 12932 |
MCP server that controls [MultiViewer](https://multiviewer.app), an app for wat…
|
C 59 5⁄5 | ||||||||
| 12933 |
Notion-Anki MCP Server
Claim
Automatically generates Anki flashcards from Notion pages by extracting questio…
|
C 59 5⁄5 | ||||||||
| 12934 |
Pay-per-call DeFi data API for AI agents via x402 micropayments (USDC on Base).…
|
C 59 6⁄6 | ||||||||
| 12935 |
Provides secure, remote access to the Oracle Fusion Cloud Accounts Receivable R…
|
C 59 6⁄6 | ||||||||
| 12936 |
Provides real-time and historical cryptocurrency price data from the OKX exchan…
|
C 59 6⁄6 | ||||||||
| 12937 |
Enables LLMs to retrieve stock market data and financial information from Yahoo…
|
C 59 5⁄5 | ||||||||
| 12938 |
Dead code, security, secrets detection and code quality for Python, TypeScript,…
|
C 59 6⁄4 | ||||||||
| 12939 |
A Model Control Protocol implementation for SAMtools, providing a standardized …
|
C 59 5⁄5 | ||||||||
| 12940 |
Quantum-inspired keyring for AI coding agents with superposition, entanglement,…
|
C 59 5⁄4 | ||||||||
| 12941 |
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
|
C 59 5⁄5 | ||||||||
| 12942 |
Provides a project memory bank and RAG context provider for enhanced code under…
|
C 59 5⁄4 | ||||||||
| 12943 |
An MCP server that allows users to search for movies, get detailed information,…
|
C 59 5⁄5 | ||||||||
| 12944 |
A Model Context Protocol server that extends AI capabilities through tools for …
|
C 59 5⁄5 | ||||||||
| 12945 |
An MCP server that delivers real-time market odds from Polymarket.
|
C 59 5⁄5 | ||||||||
| 12946 |
An MCP server that provides Clappia workspace, forms, workflows, submissions, a…
|
C 59 5⁄4 | ||||||||
| 12947 |
A self-hostable OAuth 2.0 server designed for the Model-Context-Protocol (MCP) …
|
C 59 6⁄6 | ||||||||
| 12948 |
A Model Context Protocol (MCP) server that allows Claude AI to interact with cu…
|
C 59 5⁄5 | ||||||||
| 12949 |
An MCP server that analyzes Python codebases using AST, stores code elements in…
|
C 59 5⁄5 | ||||||||
| 12950 |
Enables access to Google Calendar events from a public ICS feed, allowing users…
|
C 59 5⁄5 | ||||||||