MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3051 |
Integrates, discovers, manages, and codifies cloud resources with [Firefly](htt…
|
B 77 5⁄5 | ||||||||
| 3052 |
Converts entire codebases into a single, AI-readable Markdown document with str…
|
B 77 5⁄4 | ||||||||
| 3053 |
P-Link makes it incredibly easy for your AI agents to send money, receive payme…
|
B 77 5⁄5 | ||||||||
| 3054 |
OpenAPI MCP Server
Claim
A generic MCP server that dynamically exposes any OpenAPI-documented REST API t…
|
B 77 5⁄5 | ||||||||
| 3055 |
Enables inspection and querying of Firestore data and Cloud Function logs withi…
|
B 77 5⁄5 | ||||||||
| 3056 |
MCP Note-Taking Server
Claim
Enables structured note-taking with markdown support, dynamic tagging system, a…
|
B 77 5⁄4 | ||||||||
| 3057 |
Enables AI assistants to manage Cloudflare resources through natural language, …
|
B 77 5⁄5 | ||||||||
| 3058 |
Enables AI agents to read and understand local Mendix project structure and log…
|
B 77 5⁄4 | ||||||||
| 3059 |
|
B 77 5⁄4 | ||||||||
| 3060 |
A script workflow management system that transforms complex, repetitive AI inte…
|
B 77 5⁄4 | ||||||||
| 3061 |
An MCP server that provides comprehensive market intelligence by analyzing data…
|
B 77 5⁄5 | ||||||||
| 3062 |
Provides intelligent design pattern recommendations using semantic search throu…
|
B 77 5⁄4 | ||||||||
| 3063 |
A Model Context Protocol server that enables execution of AppleScript and JavaS…
|
B 77 5⁄5 | ||||||||
| 3064 |
Enables AI coding agents like Claude to read Windows clipboard contents (text a…
|
B 77 5⁄4 | ||||||||
| 3065 |
Satellite Tracking MCP Server
|
B 77 5⁄5 | ||||||||
| 3066 |
SmartKasa MCP Server
Claim
Enables AI assistants to interact with SmartKasa Ukrainian POS system through n…
|
B 77 5⁄5 | ||||||||
| 3067 |
Chat Human MCP Server
Claim
Enables AI agents to send messages to human users via chat platforms (currently…
|
B 77 5⁄5 | ||||||||
| 3068 |
An MCP server for converting Markdown documents to PDF files.
|
B 77 5⁄4 | ||||||||
| 3069 |
CI-1T prediction stability engine. Detect ghosts, evaluate drift, monitor fleet…
|
B 77 5⁄5 | ||||||||
| 3070 |
MCP server for OWL applications
|
B 77 5⁄5 | ||||||||
| 3071 |
An MCP server paired with a browser extension that enables LLM clients to contr…
|
B 77 5⁄4 | ||||||||
| 3072 |
PulseMCP Server is a TypeScript-based MCP server that implements a simple notes…
|
B 77 5⁄5 | ||||||||
| 3073 |
Enables text extraction from images and PDF files using the ZhipuAI GLM-OCR API…
|
B 77 5⁄5 | ||||||||
| 3074 |
A MCP server that helps determine if two sets of data belong to the same entity…
|
B 77 5⁄4 | ||||||||
| 3075 |
|
B 77 5⁄4 | ||||||||
| 3076 |
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
|
B 77 5⁄4 | ||||||||
| 3077 |
An MCP server that allows coding agents to look up contextual rules and pattern…
|
B 77 6⁄6 | ||||||||
| 3078 |
Enables AI assistants to analyze Blender 3D models for topology issues like n-g…
|
B 77 5⁄4 | ||||||||
| 3079 |
This server enables AI assistants to discover, parameterize, and trigger Make.c…
|
B 77 5⁄5 | ||||||||
| 3080 |
A TypeScript-based MCP server that provides full CRUD operations for Requestly …
|
B 77 5⁄5 | ||||||||
| 3081 |
Enables LLMs to conduct dynamic, conversational surveys with skip logic, sessio…
|
B 77 5⁄4 | ||||||||
| 3082 |
Enables AI assistants to manage tasks through a comprehensive interface with 8 …
|
B 77 5⁄5 | ||||||||
| 3083 |
Captain Data MCP API
Claim
A middleware API that connects AI assistants like ChatGPT to Captain Data tools…
|
B 77 5⁄5 | ||||||||
| 3084 |
mcp-server-conceal
Claim
An MCP proxy that pseudo-anonymizes PII before data reaches external AI provide…
|
B 77 5⁄5 | ||||||||
| 3085 |
Opera Omnia MCP Server
Claim
A server that provides access to the Opera Omnia collection of JSON datasets fo…
|
B 77 5⁄5 | ||||||||
| 3086 |
mcp-monitor
Claim
A system monitoring tool that exposes system metrics via the Model Context Prot…
|
B 77 5⁄4 | ||||||||
| 3087 |
Enables Claude to interact with Karma Alert dashboard to monitor and analyze Ku…
|
B 77 5⁄5 | ||||||||
| 3088 |
Scrapes and queries Reddit posts, comments, and media from subreddits and user …
|
B 77 5⁄4 | ||||||||
| 3089 |
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
|
B 77 5⁄5 | ||||||||
| 3090 |
Google Chat MCP Server
Claim
Enables posting text messages to Google Chat spaces through webhook-based integ…
|
B 77 5⁄5 | ||||||||
| 3091 |
MCP Memory SQLite
Claim
Provides persistent memory and knowledge graph capabilities for AI assistants u…
|
B 77 5⁄4 | ||||||||
| 3092 |
A Model Context Protocol server that enables Claude to perform web research by …
|
B 77 5⁄4 | ||||||||
| 3093 |
Enables AI assistants to fetch, search, and organize menu information from For …
|
B 76 5⁄5 | ||||||||
| 3094 |
Execute, debug, and visualize RxJS streams directly from AI assistants like Cla…
|
B 76 5⁄4 | ||||||||
| 3095 |
An MCP server implementation that enables AI assistants to interact with Listmo…
|
B 76 5⁄5 | ||||||||
| 3096 |
Provides access to comprehensive U.S. economic data including GDP, personal inc…
|
B 76 5⁄5 | ||||||||
| 3097 |
honeycomb-mcp-server
|
B 76 5⁄5 | ||||||||
| 3098 |
A production-ready Python template for building MCP servers with enterprise fea…
|
B 76 5⁄5 | ||||||||
| 3099 |
An MCP server retrieving transcripts of YouTube videos
|
B 76 5⁄4 | ||||||||
| 3100 |
*Featured on Claude!* MCP server for accessing near real-time health data from …
|
B 76 5⁄5 | ||||||||