MCP Server Quality Scores
Independent quality analysis of 33692 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11351 |
Enables AI assistants to interact with B\&R Automation Studio projects by build…
|
C 63 5⁄4 | ||||||||
| 11352 |
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debu…
|
C 63 5⁄4 | ||||||||
| 11353 |
Provides job search functionality using Careerjet API with features for keyword…
|
C 63 5⁄5 | ||||||||
| 11354 |
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
|
C 63 5⁄5 | ||||||||
| 11355 |
Provides MCP multi-cluster Kubernetes management and operations. It can be inte…
|
C 63 5⁄5 | ||||||||
| 11356 |
Enables interaction with Reddit through the Reddit API, allowing users to searc…
|
C 63 5⁄5 | ||||||||
| 11357 |
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
|
C 63 5⁄5 | ||||||||
| 11358 |
A Model Context Protocol server that provides unified access to 400+ AI models …
|
C 63 5⁄5 | ||||||||
| 11359 |
Enables Claude and other MCP clients to access and process arXiv papers by fetc…
|
C 63 5⁄5 | ||||||||
| 11360 |
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
|
C 63 6⁄6 | ||||||||
| 11361 |
Datris
Claim
AI Agent-Native Data Platform — ingest, validate, transform, and query data.
|
C 63 5⁄5 | ||||||||
| 11362 |
An MCP server that provides real-time data and insights from the Hyperliquid pe…
|
C 63 5⁄5 | ||||||||
| 11363 |
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
|
C 63 5⁄5 | ||||||||
| 11364 |
mcp-server-public-transport is an open-source, locally hosted server providing …
|
C 63 6⁄6 | ||||||||
| 11365 |
G4 Data Model MCP Server
Claim
Enables deployment of a customizable MCP server on Cloudflare Workers without a…
|
C 63 5⁄5 | ||||||||
| 11366 |
Enables AI agents to create and manage Kibana dashboards, Lens visualizations, …
|
C 63 6⁄6 | ||||||||
| 11367 |
X Tools for Claude MCP
Claim
A lightweight toolkit that enables Claude to search Twitter with natural langua…
|
C 63 5⁄5 | ||||||||
| 11368 |
Connects your Noverload saved content library to AI assistants, enabling search…
|
C 63 6⁄6 | ||||||||
| 11369 |
MCP server for Italian electronic invoicing (SDI) via Invoicetronic API
|
C 63 5⁄4 | ||||||||
| 11370 |
Provides comprehensive Windows system control including file operations, proces…
|
C 63 5⁄5 | ||||||||
| 11371 |
MCP-Gateway
|
C 63 5⁄5 | ||||||||
| 11372 |
Search and retrieve agent instruction files: system prompts, skills, workflows,…
|
C 63 6⁄4 | ||||||||
| 11373 |
mcp-playwright
Claim
this is my first mcp
|
C 63 5⁄4 | ||||||||
| 11374 |
AI-powered Office automation server that enables creating, editing, and process…
|
C 63 5⁄5 | ||||||||
| 11375 |
Enables extraction of transcripts, keyword-based video search with metadata ret…
|
C 63 5⁄5 | ||||||||
| 11376 |
Controls Lyngdorf Audio devices (TDAI, MP, CD series) via TCP with automatic de…
|
C 63 6⁄6 | ||||||||
| 11377 |
A tool for deploying authentication-free Model Context Protocol servers on Clou…
|
C 63 5⁄5 | ||||||||
| 11378 |
Map text into knowledge graphs to create a structured representation of concept…
|
C 63 6⁄6 | ||||||||
| 11379 |
Provides Model Context Protocol access to the ICON MCP v101 API with support fo…
|
C 63 5⁄5 | ||||||||
| 11380 |
A FastMCP-powered server that connects Google Analytics 4 data to Claude Deskto…
|
C 63 5⁄5 | ||||||||
| 11381 |
Enables web search capabilities through the Tavily API via the Model Context Pr…
|
C 63 5⁄5 | ||||||||
| 11382 |
Enables natural language interaction with FastAPI applications through Google's…
|
C 63 5⁄5 | ||||||||
| 11383 |
MCP server to manage Spotify from MCP clients
|
C 63 6⁄4 | ||||||||
| 11384 |
Enables advanced todo list management and content organization using Notion's A…
|
C 63 5⁄5 | ||||||||
| 11385 |
A Python-based Model Context Protocol server that provides AI assistants with a…
|
C 63 5⁄5 | ||||||||
| 11386 |
Geocoding MCP server for nominatim, ArcGIS, Bing
|
C 63 5⁄4 | ||||||||
| 11387 |
A deployable Model Context Protocol server on Cloudflare Workers that runs with…
|
C 63 5⁄5 | ||||||||
| 11388 |
Neo4j Knowledge Graph
Claim
Enables storage and retrieval of knowledge in a graph database format, allowing…
|
C 63 5⁄5 | ||||||||
| 11389 |
This MCP fetches trending data from platforms like YouTube, TikTok, and Instagr…
|
C 63 5⁄4 | ||||||||
| 11390 |
Provides access to Bay Wheels realtime bikeshare data, enabling users to find n…
|
C 63 5⁄5 | ||||||||
| 11391 |
A Model Context Protocol server that enables generating and managing Robot Fram…
|
C 63 5⁄5 | ||||||||
| 11392 |
Sample MCP Server
Claim
A TypeScript-based MCP server implementing a simple notes system that allows us…
|
C 63 5⁄4 | ||||||||
| 11393 |
Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code,…
|
C 63 5⁄5 | ||||||||
| 11394 |
A simple Model Context Protocol (MCP) server that allows GitHub Copilot to acce…
|
C 63 5⁄4 | ||||||||
| 11395 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 63 5⁄5 | ||||||||
| 11396 |
DillyDallyMCP
Claim
A basic Model Context Protocol server template ready for Dedalus deployment, de…
|
C 63 6⁄4 | ||||||||
| 11397 |
MCP server for Google search results via SERP API
|
C 63 5⁄5 | ||||||||
| 11398 |
A community-developed Model Context Protocol server that integrates with the Ri…
|
C 63 5⁄5 | ||||||||
| 11399 |
Enables comprehensive interaction with NetBox infrastructure management through…
|
C 63 5⁄5 | ||||||||
| 11400 |
Enables users to interact with X (Twitter) through the X API. Supports posting …
|
C 63 5⁄5 | ||||||||