MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10351 |
A Server-Sent Events implementation using FastAPI framework that integrates Mod…
|
C 65 5⁄5 | ||||||||
| 10352 |
Nmap MCP Server
Claim
Exposes Nmap network scanning capabilities through a Model Context Protocol (MC…
|
C 65 5⁄5 | ||||||||
| 10353 |
A Model Context Protocol Server that enables language models to access and mani…
|
C 65 5⁄5 | ||||||||
| 10354 |
聚义厅MCP
Claim
An AI personality collaboration tool based on Model Context Protocol (MCP) that…
|
C 65 5⁄5 | ||||||||
| 10355 |
Enables searching for files by name fragments via JSON-RPC or an HTTP REST API,…
|
C 65 5⁄5 | ||||||||
| 10356 |
BlobGuard MCP
Claim
A lightweight, multi-tenant blob storage and diff server that helps LLM coding …
|
C 65 5⁄5 | ||||||||
| 10357 |
Transcriptor MCP is your choice when you need transcripts and metadata for AI, …
|
C 65 6⁄6 | ||||||||
| 10358 |
Provides comprehensive monitoring and observability for MCP server ecosystems w…
|
C 65 5⁄5 | ||||||||
| 10359 |
Search via search1api (requires paid API key)
|
C 65 6⁄6 | ||||||||
| 10360 |
Apple Books
Claim
Access your Apple Books library, annotations, reading progress, and highlights …
|
C 65 5⁄4 | ||||||||
| 10361 |
An MCP server that enables LLMs to interact with Agent-to-Agent (A2A) protocol …
|
C 65 5⁄5 | ||||||||
| 10362 |
A server implementation that enables remote Python code execution in Unreal Eng…
|
C 65 5⁄5 | ||||||||
| 10363 |
An MCP server that provides AI assistants with access to Australian Bureau of S…
|
C 65 5⁄5 | ||||||||
| 10364 |
Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude …
|
C 65 5⁄4 | ||||||||
| 10365 |
Provides tools to manage OpenAI API keys and spending through the OpenAI API. R…
|
C 65 5⁄5 | ||||||||
| 10366 |
Provides structured access to actionable insights, frameworks, and leadership a…
|
C 65 5⁄4 | ||||||||
| 10367 |
Enables AI assistants to interact with Terraform Cloud workspaces and runs, inc…
|
C 65 5⁄5 | ||||||||
| 10368 |
This TypeScript-based MCP server enables users to manage and summarize text not…
|
C 65 5⁄5 | ||||||||
| 10369 |
Utilizes the Google Gemini API to generate context-specific categories and dive…
|
C 65 5⁄5 | ||||||||
| 10370 |
Enables access to and searching of browser history from major browsers (Brave, …
|
C 65 5⁄4 | ||||||||
| 10371 |
Enables the dynamic generation of various software development diagrams, such a…
|
C 65 5⁄5 | ||||||||
| 10372 |
MCP server for Palate Network — query trust-weighted venue recommendations from…
|
C 65 5⁄5 | ||||||||
| 10373 |
A Model Context Protocol (MCP) server that provides seamless integration with t…
|
C 65 5⁄4 | ||||||||
| 10374 |
An MCP server for headless Qt/PySide6 GUI testing that enables AI assistants to…
|
C 65 5⁄4 | ||||||||
| 10375 |
Provides a 'reflect' tool that creates cognitive checkpoints for AI assistants,…
|
C 65 5⁄5 | ||||||||
| 10376 |
Expose Polymarket's public Central Limit Order Book REST API as callable tools …
|
C 65 5⁄4 | ||||||||
| 10377 |
Enables AI assistants to access and search RAP2 API documentation, allowing use…
|
C 65 5⁄5 | ||||||||
| 10378 |
Provides programmatic access to CTFtime.org data for retrieving information abo…
|
C 65 5⁄5 | ||||||||
| 10379 |
Integrates Google Tag Manager with Claude to automate the creation and manageme…
|
C 65 5⁄5 | ||||||||
| 10380 |
Provides AI assistants with comprehensive access to Grafana's React component l…
|
C 65 6⁄6 | ||||||||
| 10381 |
A server that provides a website fetching tool via SSE transport, allowing user…
|
C 65 5⁄5 | ||||||||
| 10382 |
A starter template for building MCP (Model Context Protocol) servers with TypeS…
|
C 65 5⁄5 | ||||||||
| 10383 |
TikTok MCP Service
Claim
Provides a robust interface for searching TikTok videos by hashtags and retriev…
|
C 65 5⁄5 | ||||||||
| 10384 |
A Model Context Protocol server that enables natural language interaction with …
|
C 65 5⁄5 | ||||||||
| 10385 |
A TypeScript-based MCP server that implements an email sending system, allowing…
|
C 65 5⁄4 | ||||||||
| 10386 |
Enables secure interaction with multiple SQL database engines (MySQL, PostgreSQ…
|
C 65 5⁄5 | ||||||||
| 10387 |
A deployable MCP (Model Context Protocol) server on Cloudflare Workers that doe…
|
C 65 5⁄4 | ||||||||
| 10388 |
Sola MCP Server
Claim
A stateless HTTP server implementing the Model Context Protocol (MCP) that enab…
|
C 65 5⁄5 | ||||||||
| 10389 |
NetBrain MCP
Claim
An open-source network operations integration platform that connects large lang…
|
C 65 5⁄5 | ||||||||
| 10390 |
Enables access to Yaizu City's open data and smart city APIs through Claude Des…
|
C 65 5⁄5 | ||||||||
| 10391 |
An MCP server providing tools for user information management with capabilities…
|
C 65 5⁄4 | ||||||||
| 10392 |
Enables checking npm packages for known security vulnerabilities using the OSV …
|
C 65 5⁄5 | ||||||||
| 10393 |
Wisembly MCP Server
Claim
Enables interaction with the Wisembly API to fetch and manage event data, inclu…
|
C 65 5⁄5 | ||||||||
| 10394 |
Enables task management and Kanban board tracking using Google Sheets as a data…
|
C 65 5⁄5 | ||||||||
| 10395 |
Enables users to preprocess, analyze, and visualize CSV data through comprehens…
|
C 65 5⁄4 | ||||||||
| 10396 |
Flight + Stay Search MCP
Claim
Enables searching for flights (one-way, round-trip, multi-city) and hotels usin…
|
C 65 5⁄5 | ||||||||
| 10397 |
A starter template designed to jumpstart the development of Model Context Proto…
|
C 65 5⁄4 | ||||||||
| 10398 |
A simple MCP server that provides waiting functionality to pause until other ta…
|
C 65 5⁄5 | ||||||||
| 10399 |
Enables control system analysis and testing through PID controller evaluation a…
|
C 65 5⁄5 | ||||||||
| 10400 |
Needle MCP Server for easy RAG.Long-term memory for LLMs.
|
C 65 6⁄6 | ||||||||