MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 3 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14001 |
Enables interaction with Google Docs through a FastMCP server, allowing users t…
|
C 55 5⁄5 | ||||||||
| 14002 |
Enables fetching relevant content and embeddings from Supavec via the Model Con…
|
C 55 6⁄6 | ||||||||
| 14003 |
Provides crowdsourced package intelligence and security alerts for AI coding as…
|
C 55 6⁄6 | ||||||||
| 14004 |
Converts OpenAPI specifications into MCP services with HTTP header passthrough …
|
C 55 5⁄5 | ||||||||
| 14005 |
ClimateTriage MCP Server
Claim
Enables users to search and filter open source issues related to climate change…
|
C 55 6⁄6 | ||||||||
| 14006 |
A Python server implementing the Model Context Protocol that exposes tools for …
|
C 55 5⁄5 | ||||||||
| 14007 |
A Cloudflare Workers-based service that enables intelligent searching, automati…
|
C 55 6⁄6 | ||||||||
| 14008 |
An AI-powered toolkit for the M8 mobile development framework that enables auto…
|
C 55 5⁄5 | ||||||||
| 14009 |
An MCP server that fetches and converts Deepwiki documentation into Markdown, a…
|
C 55 6⁄6 | ||||||||
| 14010 |
Enables AI assistants to retrieve and access Google Calendar events by date thr…
|
C 55 5⁄5 | ||||||||
| 14011 |
A Model Context Protocol server that enables execution of JMeter performance te…
|
C 55 5⁄4 | ||||||||
| 14012 |
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
|
C 55 6⁄6 | ||||||||
| 14013 |
Enables comprehensive control of Hangul (HWP) documents through an MCP server, …
|
C 55 5⁄4 | ||||||||
| 14014 |
MCP server for PumpFun on-chain intelligence — tokens, claims, holders, and bun…
|
C 55 5⁄5 | ||||||||
| 14015 |
MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Fer…
|
C 55 5⁄4 | ||||||||
| 14016 |
MCP server exposing a simple Hacker News search tool (top stories).
|
C 55 5⁄4 | ||||||||
| 14017 |
An MCP server for Spotify control and synchronized lyrics retrieval that enable…
|
C 55 6⁄6 | ||||||||
| 14018 |
An MCP server that enables interaction with Slack workspaces through tools for …
|
C 55 5⁄5 | ||||||||
| 14019 |
Provides browser automation capabilities via HTTP endpoints by wrapping the off…
|
C 55 6⁄6 | ||||||||
| 14020 |
Enables users to generate AI-powered music videos by analyzing visual content t…
|
C 55 6⁄4 | ||||||||
| 14021 |
NPM Sentinel MCP - AI-powered NPM package analysis for security, dependencies, …
|
C 55 6⁄6 | ||||||||
| 14022 |
AI-Persona
Claim
An MCP protocol server that supports multi-AI personality summoning and collabo…
|
C 55 6⁄4 | ||||||||
| 14023 |
A Model Context Protocol server built with FastMCP that enables dynamic tool lo…
|
C 55 5⁄5 | ||||||||
| 14024 |
A starter template for creating Model Context Protocol servers that work with P…
|
C 55 6⁄6 | ||||||||
| 14025 |
An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) st…
|
C 55 5⁄4 | ||||||||
| 14026 |
Data Engineer Agent
Claim
Enables AI agents to interact with a retail cars database using SQL queries. Su…
|
C 55 5⁄4 | ||||||||
| 14027 |
Mood Booster Agent
Claim
ERC-8004 AI Agent: uplifting messages, USDC tipping, and on-chain reputation fe…
|
C 55 6⁄6 | ||||||||
| 14028 |
Enables high-performance audio transcription using Faster Whisper with CUDA acc…
|
C 55 5⁄4 | ||||||||
| 14029 |
SuricataMCP
Claim
SuricataMCP is a Model Context Protocol Server that allows MCP clients to auton…
|
C 55 5⁄4 | ||||||||
| 14030 |
An MCP server for interacting with the Tripura State Board of Secondary Educati…
|
C 55 5⁄5 | ||||||||
| 14031 |
Enables the management of document requests through the DocDocDoc API, allowing…
|
C 55 6⁄6 | ||||||||
| 14032 |
A Model Context Protocol server that enables Claude to interact with Google's G…
|
C 55 5⁄5 | ||||||||
| 14033 |
Enables automated collection and downloading of multimedia content (images, GIF…
|
C 55 5⁄4 | ||||||||
| 14034 |
An MCP server that enables interaction with OnSched's consumer-facing appointme…
|
C 55 5⁄5 | ||||||||
| 14035 |
Enables image generation and multi-turn editing sessions using the Gemini API w…
|
C 55 5⁄5 | ||||||||
| 14036 |
MCP server for India maps - place search, nearby discovery, & directions powere…
|
C 55 5⁄4 | ||||||||
| 14037 |
A Model Context Protocol server that enables Language Learning Models to intera…
|
C 55 6⁄6 | ||||||||
| 14038 |
DynamoDB Scanner
Claim
A FastMCP-based tool that allows users to scan and filter AWS DynamoDB tables t…
|
C 55 5⁄5 | ||||||||
| 14039 |
Papernote MCP Server
Claim
Enables Claude.ai to interact with the Papernote cloud-based note management sy…
|
C 55 6⁄6 | ||||||||
| 14040 |
A FastMCP tool that enables control of Spotify through natural language command…
|
C 55 5⁄5 | ||||||||
| 14041 |
Enables AI assistants to manage WordPress sites through natural conversation, s…
|
C 55 6⁄6 | ||||||||
| 14042 |
MCP server for generating professional ATS-friendly CVs as PDF/DOCX from AI con…
|
C 55 6⁄4 | ||||||||
| 14043 |
Enables creation of shortened URLs using the x.gd URL shortening service throug…
|
C 55 6⁄6 | ||||||||
| 14044 |
A secure MCP server example that demonstrates how to deploy to Google Cloud Run…
|
C 55 5⁄5 | ||||||||
| 14045 |
Plutocalc Designer is a software suite for water and wastewater treatment plant…
|
C 55 6⁄6 | ||||||||
| 14046 |
An MCP server that provides tools for interacting with AWS S3 buckets, enabling…
|
C 55 5⁄5 | ||||||||
| 14047 |
Provides local anonymization of Czech legal documents by replacing sensitive en…
|
C 55 5⁄4 | ||||||||
| 14048 |
A Model Context Protocol server that enables AI models to create and manipulate…
|
C 55 5⁄5 | ||||||||
| 14049 |
TON Access MCP Server
Claim
A production-ready Model Context Protocol server implementation that connects A…
|
C 55 5⁄5 | ||||||||
| 14050 |
Monitors and analyzes mobile application performance data to detect severe issu…
|
C 55 5⁄5 | ||||||||