MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 57 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11351 |
GullakAI MCP Server
Claim
Enables personal finance management through conversational AI, including expens…
|
C 63 5⁄5 | ||||||||
| 11352 |
Provides tools for Python code navigation, analysis, and refactoring, including…
|
C 63 5⁄5 | ||||||||
| 11353 |
Enables deployment of a remote Model Context Protocol server on Cloudflare Work…
|
C 63 5⁄5 | ||||||||
| 11354 |
MCP PDF
Claim
Enables AI-powered extraction and analysis of PDF documents with 40+ specialize…
|
C 63 5⁄5 | ||||||||
| 11355 |
Rransforms Tailwind components to NativeWind 4.
|
C 63 5⁄5 | ||||||||
| 11356 |
An MCP server for querying and exploring SysML XMI models, specifically designe…
|
C 63 5⁄5 | ||||||||
| 11357 |
Provides persistent memory for AI agents using hybrid search (vector embeddings…
|
C 63 5⁄5 | ||||||||
| 11358 |
A Model Context Protocol server that provides comprehensive YouTube search func…
|
C 63 5⁄4 | ||||||||
| 11359 |
Provides job search functionality using Careerjet API with features for keyword…
|
C 63 5⁄5 | ||||||||
| 11360 |
Access real-time public transport across Europe with live departures, connectio…
|
C 63 6⁄6 | ||||||||
| 11361 |
Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-p…
|
C 63 6⁄6 | ||||||||
| 11362 |
MCP Medium Accelerator
Claim
A Claude Desktop MCP server that extracts and summarizes Medium articles from s…
|
C 63 5⁄4 | ||||||||
| 11363 |
An MCP server that enables AI agents to interact with Nastran FEA models by rea…
|
C 63 5⁄4 | ||||||||
| 11364 |
OneSignal MCP Server
Claim
Enables AI assistants to manage OneSignal push notifications, email, SMS, and u…
|
C 63 5⁄5 | ||||||||
| 11365 |
This MCP fetches trending data from platforms like YouTube, TikTok, and Instagr…
|
C 63 5⁄4 | ||||||||
| 11366 |
An MCP server that exposes IMAP operations as tools for AI assistants, enabling…
|
C 63 5⁄5 | ||||||||
| 11367 |
Enables AI agents to interact with multiple blockchain networks to check wallet…
|
C 63 5⁄5 | ||||||||
| 11368 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 63 5⁄4 | ||||||||
| 11369 |
Domain security scanning for AI agents. A-F grades, 8 checks, fix snippets.
|
C 63 5⁄5 | ||||||||
| 11370 |
Calculates Human Design charts based on birth date, time, and location, providi…
|
C 63 5⁄4 | ||||||||
| 11371 |
Neo4j Knowledge Graph
Claim
Enables storage and retrieval of knowledge in a graph database format, allowing…
|
C 63 5⁄5 | ||||||||
| 11372 |
A template for deploying an MCP server without authentication on Cloudflare Wor…
|
C 63 5⁄5 | ||||||||
| 11373 |
RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query…
|
C 63 5⁄5 | ||||||||
| 11374 |
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
|
C 63 6⁄6 | ||||||||
| 11375 |
책 싫어하는 제가 책에 대해 아는척하고 싶어서 만들었습니다.. 내 주변 도서관 실시간 대출 확인 읽고 싶은 책을 검색하면 주변 도서관 대출 가…
|
C 63 6⁄6 | ||||||||
| 11376 |
Provides access to VisiData functionality for data analysis, visualization, and…
|
C 63 5⁄4 | ||||||||
| 11377 |
solmail
Claim
Send physical mail with Solana cryptocurrency - AI agents can send real letters…
|
C 63 6⁄4 | ||||||||
| 11378 |
A Model Context Protocol server that provides real-time Caltrain schedule infor…
|
C 63 5⁄5 | ||||||||
| 11379 |
Enables AI assistants to access real-time on-chain crypto analytics, whale trac…
|
C 63 6⁄6 | ||||||||
| 11380 |
Unified API hub for AI agents with 56+ tools across travel (Amadeus, Sabre), pr…
|
C 63 6⁄6 | ||||||||
| 11381 |
aleostudio MCP Server
Claim
A lightweight MCP server providing utility tools for math, text processing, dat…
|
C 63 5⁄5 | ||||||||
| 11382 |
This MCP server enables users to search for scientific papers on arXiv and retr…
|
C 63 5⁄5 | ||||||||
| 11383 |
Enables Google search functionality through the Google Custom Search API with e…
|
C 63 5⁄5 | ||||||||
| 11384 |
A comprehensive toolkit that enhances LLM capabilities through the Model Contex…
|
C 63 6⁄6 | ||||||||
| 11385 |
Integrates AppsFlyer analytics data with AI assistants, allowing users to fetch…
|
C 63 5⁄5 | ||||||||
| 11386 |
AI Agent built with Google ADK that leverages Google Maps MCP Server to answer …
|
C 63 5⁄4 | ||||||||
| 11387 |
Dynamically creates an MCP server from ServiceStack API metadata configuration …
|
C 63 6⁄6 | ||||||||
| 11388 |
Provides access to 250,000+ Canadian government datasets and specialized queryi…
|
C 63 5⁄5 | ||||||||
| 11389 |
A community-developed Model Context Protocol server that integrates with the Ri…
|
C 63 5⁄5 | ||||||||
| 11390 |
Kubernetes MCP Server
Claim
Enables real-time Kubernetes cluster observability and debugging through standa…
|
C 63 5⁄5 | ||||||||
| 11391 |
Instagram Direct messages MCP
|
C 63 5⁄4 | ||||||||
| 11392 |
Provides access to the Youtube138 API for searching videos, retrieving channel …
|
C 63 5⁄5 | ||||||||
| 11393 |
A Model Context Protocol server that provides unified access to 400+ AI models …
|
C 63 5⁄5 | ||||||||
| 11394 |
MCP server for Italian electronic invoicing via the Invoicetronic API, enabling…
|
C 63 5⁄4 | ||||||||
| 11395 |
A Docker-based MCP server that provides current weather information for cities …
|
C 63 5⁄5 | ||||||||
| 11396 |
A Python template for building Model Context Protocol (MCP) servers that expose…
|
C 63 5⁄4 | ||||||||
| 11397 |
Enables natural language exploration and management of Volcengine TOS storage, …
|
C 63 5⁄5 | ||||||||
| 11398 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 63 5⁄5 | ||||||||
| 11399 |
Enables currency conversion between 161+ currencies using real-time exchange ra…
|
C 63 5⁄5 | ||||||||
| 11400 |
A Model Context Protocol server that generates and runs mock API servers from A…
|
C 63 6⁄6 | ||||||||