MCP Server Quality Scores
Independent quality analysis of 33745 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12051 |
A Model Context Protocol server that enables searching for similar images by te…
|
C 62 5⁄5 | ||||||||
| 12052 |
Provides AI assistants with direct access to Salesforce Revenue Cloud data and …
|
C 62 5⁄5 | ||||||||
| 12053 |
Enables semantic search and conversational querying across a personal research …
|
C 62 5⁄5 | ||||||||
| 12054 |
An MCP server that enables querying and interacting with Google Cloud services …
|
C 62 5⁄5 | ||||||||
| 12055 |
Automates Grammarly's web interface to check AI detection and plagiarism scores…
|
C 62 6⁄6 | ||||||||
| 12056 |
A headless browser MCP server that allows AI agents to fetch web content and pe…
|
C 62 6⁄4 | ||||||||
| 12057 |
JMeter MCP Server for performance testing
|
C 62 5⁄4 | ||||||||
| 12058 |
Enables Claude to directly access and analyze Ruby SimpleCov coverage reports f…
|
C 62 5⁄4 | ||||||||
| 12059 |
Provides comprehensive weather data including forecasts, air quality, weather a…
|
C 62 5⁄5 | ||||||||
| 12060 |
An MCP server that enables AI assistants to control and monitor Klipper 3D prin…
|
C 62 5⁄5 | ||||||||
| 12061 |
Errata Tool MCP Server
Claim
FastMCP server that enables AI assistants to integrate with Red Hat Errata Tool…
|
C 62 5⁄4 | ||||||||
| 12062 |
An MCP server for managing Beget hosting services including sites, domains, dat…
|
C 62 5⁄5 | ||||||||
| 12063 |
A Model Context Protocol server that enables AI assistants to interact with Mic…
|
C 62 5⁄4 | ||||||||
| 12064 |
A powerful toolkit that enables seamless interaction with EVM-compatible networ…
|
C 62 5⁄5 | ||||||||
| 12065 |
Connect your Oura Ring to Claude AI assistants. Health metrics with smart analy…
|
C 62 6⁄4 | ||||||||
| 12066 |
BookStack MCP Server
Claim
Enables AI assistants to manage BookStack documentation through natural languag…
|
C 62 5⁄5 | ||||||||
| 12067 |
An MCP server that wraps the wacli tool to enable AI clients to read, search, a…
|
C 62 5⁄4 | ||||||||
| 12068 |
Weather
Claim
Get location-based forecasts and real-time US weather alerts. Plan your day wit…
|
C 62 5⁄4 | ||||||||
| 12069 |
MCP server for the Dropbox Sign API supporting signature requests, templates, t…
|
C 62 5⁄5 | ||||||||
| 12070 |
A Model Context Protocol server that enables AI models to perform real-time int…
|
C 62 5⁄5 | ||||||||
| 12071 |
A template for deploying an unauthenticated Model Context Protocol server on Cl…
|
C 62 5⁄5 | ||||||||
| 12072 |
Control Android devices and emulators via ADB — screenshots, UI automation, and…
|
C 62 5⁄4 | ||||||||
| 12073 |
AWS‑IReveal‑MCP
Claim
AWS‑IReveal‑MCP
|
C 62 5⁄5 | ||||||||
| 12074 |
Enables Large Language Models to analyze GitHub repositories in real-time, prov…
|
C 62 5⁄5 | ||||||||
| 12075 |
Facilitates interaction with Starknet blockchain via MCP by exposing various RP…
|
C 62 5⁄5 | ||||||||
| 12076 |
Regex test, explain, replace patterns for AI agents
|
C 62 5⁄4 | ||||||||
| 12077 |
Enables AI assistants to interact with Gmail accounts for searching, reading, s…
|
C 62 5⁄5 | ||||||||
| 12078 |
A serverless deployment for running Model Context Protocol (MCP) servers on Clo…
|
C 62 5⁄5 | ||||||||
| 12079 |
Provides comprehensive access to Axie Infinity data, including detailed Axie st…
|
C 62 5⁄5 | ||||||||
| 12080 |
Enables secure filesystem operations with directory sandboxing and optional rea…
|
C 62 5⁄4 | ||||||||
| 12081 |
Enables interaction with openGauss databases through multiple transport methods…
|
C 62 5⁄5 | ||||||||
| 12082 |
A deployable remote MCP server on Cloudflare Workers that enables the use of cu…
|
C 62 5⁄5 | ||||||||
| 12083 |
An MCP server implementation that enables Claude AI to interact with Clickhouse…
|
C 62 5⁄5 | ||||||||
| 12084 |
A Model Context Protocol server that allows AI assistants to discover, load, an…
|
C 62 5⁄4 | ||||||||
| 12085 |
Enables AI assistants to query and manage QuickBooks Online data through natura…
|
C 62 6⁄6 | ||||||||
| 12086 |
Enables secure interaction with Plaid's Transactions API to sync, search, and a…
|
C 62 6⁄4 | ||||||||
| 12087 |
Enables interaction with a PostgreSQL database through MCP tools for employee m…
|
C 62 5⁄5 | ||||||||
| 12088 |
An MCP server and Claude plugin that enables interaction with freee APIs for ac…
|
C 62 5⁄5 | ||||||||
| 12089 |
Provides real-time weather information and 5-day forecasts for cities worldwide…
|
C 62 5⁄5 | ||||||||
| 12090 |
This server enables LLMs to use calculator for precise numerical calculations
|
C 62 5⁄4 | ||||||||
| 12091 |
pyATS_MCP
Claim
Cisco pyATS server enabling structured, model-driven interaction with network d…
|
C 62 5⁄4 | ||||||||
| 12092 |
Mailmodo
|
C 62 6⁄6 | ||||||||
| 12093 |
Lithuanian legislation via MCP — full-text search across statutes and provisions
|
C 62 6⁄4 | ||||||||
| 12094 |
An MCP server that enables LLMs to execute Python code on GPU-accelerated compu…
|
C 62 5⁄5 | ||||||||
| 12095 |
Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manag…
|
C 62 5⁄5 | ||||||||
| 12096 |
An MCP server integrated with the QWeather API that provides real-time weather …
|
C 62 5⁄4 | ||||||||
| 12097 |
Enables AI agents to check domain availability, purchase domains via Stripe, an…
|
C 62 6⁄6 | ||||||||
| 12098 |
mcp-for-security
Claim
MCP for Security: A collection of Model Context Protocol servers for popular se…
|
C 62 5⁄4 | ||||||||
| 12099 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 62 5⁄5 | ||||||||
| 12100 |
Enables AI image generation from text prompts using Pollinations AI. Supports m…
|
C 62 5⁄5 | ||||||||