MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 2 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10251 |
A simple tutorial MCP server that provides a basic addition tool for adding two…
|
C 65 5⁄5 | ||||||||
| 10252 |
BlobGuard MCP
Claim
A lightweight, multi-tenant blob storage and diff server that helps LLM coding …
|
C 65 5⁄5 | ||||||||
| 10253 |
Calculator MCP Server
Claim
A backend service that provides accurate arithmetic calculation capabilities to…
|
C 65 5⁄5 | ||||||||
| 10254 |
MPM-Coding
Claim
Local MCP server for reliable long-running AI coding workflows.
|
C 65 5⁄4 | ||||||||
| 10255 |
A Model Context Protocol server that provides video manipulation capabilities, …
|
C 65 5⁄5 | ||||||||
| 10256 |
Enables analysis of KiCad electronic schematics through natural language querie…
|
C 65 5⁄4 | ||||||||
| 10257 |
A structured tool that enables multiple AI agents to simulate reflective debate…
|
C 65 5⁄5 | ||||||||
| 10258 |
A Node.js/TypeScript server implementing the Model Context Protocol that provid…
|
C 65 5⁄5 | ||||||||
| 10259 |
An MCP server that enables AI agents to control a real Google Chrome instance u…
|
C 65 5⁄4 | ||||||||
| 10260 |
An MCP server for unified cost tracking and analysis across AWS, OpenAI, and An…
|
C 65 5⁄5 | ||||||||
| 10261 |
Provides access to real-time stock prices, financial statements, news, and opti…
|
C 65 5⁄5 | ||||||||
| 10262 |
Provides tools for accessing coding style guidelines and best practices for var…
|
C 65 5⁄4 | ||||||||
| 10263 |
A template for deploying authentication-free MCP servers on Cloudflare Workers,…
|
C 65 5⁄5 | ||||||||
| 10264 |
A Model Context Protocol server providing LLMs with access to the Ensembl genom…
|
C 65 5⁄5 | ||||||||
| 10265 |
MCP server for managing Tempo worklogs in Jira
|
C 65 5⁄5 | ||||||||
| 10266 |
AI-powered persona analysis and Focus Group Interview (FGI) system that creates…
|
C 65 5⁄5 | ||||||||
| 10267 |
An MCP server that allows retrieving meteorological and climate data from Spain…
|
C 65 5⁄5 | ||||||||
| 10268 |
Enables AI agents to access comprehensive Pokémon data through PokeAPI, includi…
|
C 65 5⁄5 | ||||||||
| 10269 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 65 5⁄4 | ||||||||
| 10270 |
Enables searching for files by name fragments via JSON-RPC or an HTTP REST API,…
|
C 65 5⁄5 | ||||||||
| 10271 |
A JSON-based database MCP server with JWT authentication that enables user mana…
|
C 65 5⁄5 | ||||||||
| 10272 |
Enables AI agents to take breaks and manage stress levels through various休息 act…
|
C 65 5⁄4 | ||||||||
| 10273 |
An MCP server that crawls and parses OpenAPI JSON or Swagger UI URLs to provide…
|
C 65 5⁄5 | ||||||||
| 10274 |
Shannon MCP
Claim
A comprehensive Model Context Protocol server for Claude Code that provides pro…
|
C 65 5⁄5 | ||||||||
| 10275 |
An MCP server that provides text preprocessing, NLP components, and document an…
|
C 65 5⁄4 | ||||||||
| 10276 |
Download Douyin videos without watermarks and extract audio text automatically.…
|
C 65 5⁄5 | ||||||||
| 10277 |
Provides access to over 40 industry-standard penetration testing tools, includi…
|
C 65 5⁄4 | ||||||||
| 10278 |
An MCP server that enables AI agents to interact with the SpaceTraders API, man…
|
C 65 5⁄4 | ||||||||
| 10279 |
An MCP server for headless Qt/PySide6 GUI testing that enables AI assistants to…
|
C 65 5⁄4 | ||||||||
| 10280 |
An MCP-based service that analyzes user search keywords to determine their inte…
|
C 65 5⁄5 | ||||||||
| 10281 |
Provides standardized access to HubSpot CRM API for managing contacts, companie…
|
C 65 5⁄5 | ||||||||
| 10282 |
Enables LLMs to interact with Neo4j graph databases using natural language to e…
|
C 65 5⁄5 | ||||||||
| 10283 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 65 5⁄4 | ||||||||
| 10284 |
MCP server to provide Jira Tickets information to AI coding agents like Cursor
|
C 65 5⁄5 | ||||||||
| 10285 |
Generate and manage diagrams (class, ER, sequence, architecture) directly from …
|
C 65 6⁄6 | ||||||||
| 10286 |
Enables access to the Semantic Scholar Academic Graph API for searching and ret…
|
C 65 5⁄5 | ||||||||
| 10287 |
Enables AI models to interact programmatically with Dokploy servers to manage p…
|
C 65 5⁄5 | ||||||||
| 10288 |
Provides AI assistants with comprehensive access to Grafana's React component l…
|
C 65 6⁄6 | ||||||||
| 10289 |
An MCP server that enables AI agents to interact with the commercetools Composa…
|
C 65 5⁄5 | ||||||||
| 10290 |
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
|
C 65 5⁄5 | ||||||||
| 10291 |
A server implementing Model Coupling Protocol for HDF5 file operations, Slurm j…
|
C 65 5⁄4 | ||||||||
| 10292 |
A server that enables natural language interaction with AutoCAD through large l…
|
C 65 5⁄4 | ||||||||
| 10293 |
WeChat Article Extractor
Claim
Extracts title, author, and content (in Markdown format) from WeChat official a…
|
C 65 5⁄5 | ||||||||
| 10294 |
Enables safe management of MCP server configuration files for AWS Q Developer a…
|
C 65 5⁄4 | ||||||||
| 10295 |
Enables access to UK property listings, price estimates, agent information, and…
|
C 65 5⁄5 | ||||||||
| 10296 |
A basic MCP server implementation for testing purposes. Communicates via stdio …
|
C 65 5⁄4 | ||||||||
| 10297 |
This TypeScript-based MCP server enables users to manage and summarize text not…
|
C 65 5⁄5 | ||||||||
| 10298 |
Enables AI agents to integrate with IBM Storage Insights for seamless observabi…
|
C 65 5⁄5 | ||||||||
| 10299 |
A Model Context Protocol (MCP) server that provides seamless integration with t…
|
C 65 5⁄4 | ||||||||
| 10300 |
An MCP server that enables AI assistants to programmatically browse and interac…
|
C 65 5⁄5 | ||||||||