MCP Server Quality Scores
Independent quality analysis of 66475 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8201 |
A server that enables control of smart home devices through the Jenius AI agent…
|
C 69 5⁄5 | ||||||||
| 8202 |
A package that connects Claude Desktop and other MCP clients to Cloudflare Work…
|
C 69 5⁄5 | ||||||||
| 8203 |
JumpCloud MCP Server
Claim
Enables natural language interaction with JumpCloud environments to query users…
|
C 69 5⁄5 | ||||||||
| 8204 |
A mixture-of-experts visual question-answering server that enables visual groun…
|
C 69 5⁄5 | ||||||||
| 8205 |
Express MCP Server
Claim
A modular Model Context Protocol server implementation using Express.js that pr…
|
C 69 5⁄5 | ||||||||
| 8206 |
A Model Context Protocol server that provides persistent storage, categorizatio…
|
C 69 5⁄5 | ||||||||
| 8207 |
Provides tools for compiling and packaging XR875 project components, including …
|
C 69 5⁄5 | ||||||||
| 8208 |
Enables LLMs to read and extract content from PDF files with high-fidelity LaTe…
|
C 69 5⁄4 | ||||||||
| 8209 |
Enables LLMs to interact with Google Analytics 4 data through the Google Analyt…
|
C 69 5⁄4 | ||||||||
| 8210 |
IDA-MCP
Claim
Enables interaction with multiple IDA Pro instances through MCP, allowing users…
|
C 69 5⁄4 | ||||||||
| 8211 |
Enables comprehensive Microsoft To Do task management through Microsoft Graph A…
|
C 69 5⁄5 | ||||||||
| 8212 |
An MCP server for 1C:Enterprise that provides AI assistants with access to conf…
|
C 69 5⁄4 | ||||||||
| 8213 |
Universal AI coding assistant memory — session handoff, SLM compression, and se…
|
C 69 5⁄4 | ||||||||
| 8214 |
Enables intelligent KQL query execution against Azure Data Explorer clusters wi…
|
C 69 5⁄5 | ||||||||
| 8215 |
leanmcp-sdk
Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
|
C 69 6⁄4 | ||||||||
| 8216 |
A Model Context Protocol server implementation that provides a standardized int…
|
C 69 5⁄4 | ||||||||
| 8217 |
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP serve…
|
C 69 5⁄4 | ||||||||
| 8218 |
Enables conversational analysis of CSV and Parquet files through natural langua…
|
C 69 5⁄4 | ||||||||
| 8219 |
Mermaid Chart MCP
Claim
A powerful Model Context Protocol server that automatically generates Mermaid d…
|
C 69 5⁄5 | ||||||||
| 8220 |
An MCP server that provides real-time financial data integration with Alpha Van…
|
C 69 5⁄5 | ||||||||
| 8221 |
A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to c…
|
C 69 5⁄4 | ||||||||
| 8222 |
ygocdb-mcp
|
C 69 5⁄5 | ||||||||
| 8223 |
Provides Cheat Engine-like capabilities for game hacking and reverse engineerin…
|
C 69 5⁄4 | ||||||||
| 8224 |
Provides access to Portuguese meteorological data from IPMA (Instituto Portuguê…
|
C 69 5⁄5 | ||||||||
| 8225 |
An npx-compatible port of @Axiom's mcp-server-axiom
|
C 69 5⁄5 | ||||||||
| 8226 |
File Search MCP
Claim
Enables blazingly fast file and content searching in large codebases using ripg…
|
C 69 5⁄4 | ||||||||
| 8227 |
Analyzes codebases and extracts all symbols (functions, classes, methods, inter…
|
C 69 5⁄4 | ||||||||
| 8228 |
Model Context Protocol server that enables Claude Desktop (or any MCP client) t…
|
C 69 5⁄5 | ||||||||
| 8229 |
Provides natural language search capabilities for Spryker GitHub repositories, …
|
C 69 5⁄5 | ||||||||
| 8230 |
Provides a read-only interface for querying InstantDB data with tools to execut…
|
C 69 5⁄4 | ||||||||
| 8231 |
Gmail MCP Agent
Claim
Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, r…
|
C 69 5⁄5 | ||||||||
| 8232 |
Enables interaction with Google Gemini AI models through MCP protocol. Provides…
|
C 69 5⁄5 | ||||||||
| 8233 |
An autonomous academic research and publishing platform that enables AI agents …
|
C 69 5⁄5 | ||||||||
| 8234 |
Production-ready MCP server template for consuming X402-protected APIs with gas…
|
C 69 5⁄5 | ||||||||
| 8235 |
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and…
|
C 69 5⁄4 | ||||||||
| 8236 |
Specialized MCP server for coding workflows with web search and image analysis …
|
C 69 5⁄4 | ||||||||
| 8237 |
Connects an Emby media server to AI clients like Claude Desktop, enabling natur…
|
C 69 5⁄5 | ||||||||
| 8238 |
Provides access to Oura Ring health data, including sleep, activity, readiness,…
|
C 69 5⁄4 | ||||||||
| 8239 |
Docswrite MCP
Claim
Generated content to Google Docs to WordPress while preserving formatting and s…
|
C 69 5⁄5 | ||||||||
| 8240 |
Enables integration with ClickUp's task management platform, allowing users to …
|
C 69 5⁄5 | ||||||||
| 8241 |
Enables integration with the Ninetn AI-powered memo application to create, sear…
|
C 69 5⁄5 | ||||||||
| 8242 |
A comprehensive MCP server providing advanced Redmine project analytics, web au…
|
C 69 5⁄5 | ||||||||
| 8243 |
MCP Server for use with Monarch Money
|
C 69 5⁄5 | ||||||||
| 8244 |
Enables checking real-time fire danger levels and automating burn permit applic…
|
C 69 5⁄5 | ||||||||
| 8245 |
An MCP server that evaluates prompts using AI to provide detailed feedback on c…
|
C 69 5⁄5 | ||||||||
| 8246 |
Provides traditional Chinese metaphysics analysis capabilities including I Chin…
|
C 69 5⁄4 | ||||||||
| 8247 |
This server enables AI models to send SMS messages and initiate Text-to-Speech …
|
C 69 5⁄5 | ||||||||
| 8248 |
Provides integration with Github through the Model Context Protocol (MCP), allo…
|
C 69 5⁄5 | ||||||||
| 8249 |
A MCP server for taking screenshots of webpages to use as feedback during UI de…
|
C 69 5⁄4 | ||||||||
| 8250 |
Integrates Kuaidi100 logistics services to provide real-time package tracking, …
|
C 69 5⁄5 | ||||||||