MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20801 |
Fonoster MCP Server
Claim
MCP server that lists applications and phone numbers, and initiates outbound ca…
|
B 70 4⁄4 | ||||||||
| 20802 |
An MCP server that provides AI assistants with access to the FirstPromoter affi…
|
B 70 4⁄4 | ||||||||
| 20803 |
MCP Server for TimeZest: manage appointments, pending requests, and ticket sche…
|
B 70 3⁄3 | ||||||||
| 20804 |
Generate fake user profiles and companies for tests, seed data, and AI agent de…
|
B 70 3⁄3 | ||||||||
| 20805 |
matlab-mcp-core-server
Claim
Run MATLAB® using AI applications with the official MATLAB MCP Server from Math…
|
B 70 4⁄3 | ||||||||
| 20806 |
Enables AI assistants to interact with Nextcloud instances through secure APIs,…
|
B 70 4⁄4 | ||||||||
| 20807 |
Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients…
|
B 70 4⁄3 | ||||||||
| 20808 |
mcp-center
Claim
A centralized platform for managing and connecting MCP servers. MCP Center prov…
|
B 70 4⁄3 | ||||||||
| 20809 |
MCP server for RetailCRM — orders, customers management via API v5.
|
B 70 3⁄3 | ||||||||
| 20810 |
Find broken links, missing meta tags, and redirect chains on any website.
|
B 70 3⁄3 | ||||||||
| 20811 |
Professional document generation from structured data
|
B 70 3⁄3 | ||||||||
| 20812 |
Qontinui MCP Server
Claim
Enables AI-driven visual automation by connecting to Qontinui Runner to load wo…
|
B 70 4⁄3 | ||||||||
| 20813 |
serial-mcp-server
Claim
A comprehensive MCP server for serial port communication
|
B 70 4⁄3 | ||||||||
| 20814 |
Firestore MCP Server
Claim
Provides secure, permission-controlled access to Firebase Firestore databases w…
|
B 70 4⁄4 | ||||||||
| 20815 |
Making enterprise AI infrastructure universally accessible. Edge-first platform…
|
B 70 4⁄4 | ||||||||
| 20816 |
Enables comprehensive interaction with Tabcorp betting services through 30+ spe…
|
B 70 4⁄4 | ||||||||
| 20817 |
A comprehensive Model Context Protocol server template that implements HTTP-bas…
|
B 70 4⁄4 | ||||||||
| 20818 |
Provides AI agents with persistent, searchable memory that survives across conv…
|
B 70 4⁄3 | ||||||||
| 20819 |
Secure AsusWRT router administration via SSH — 42+ tools, guarded mutations
|
B 70 3⁄3 | ||||||||
| 20820 |
Web automation and testing server using SHAFT Engine (Selenium-based)
|
B 70 3⁄3 | ||||||||
| 20821 |
GCC regulatory intelligence, ZATCA e-invoicing, and Arabic NLP for AI agents
|
B 70 3⁄3 | ||||||||
| 20822 |
MCP server for the National Bank of Belgium SDMX statistical API (221 dataflows…
|
B 70 3⁄3 | ||||||||
| 20823 |
Lightweight Long-Term Memory for LLM Agents.
|
B 70 3⁄3 | ||||||||
| 20824 |
Verified knowledge base for AI agents — stop hallucinations with certified fact…
|
B 70 3⁄3 | ||||||||
| 20825 |
MCP server for YooKassa payment API — payments, refunds, receipts (54-FZ). 10 t…
|
B 70 3⁄3 | ||||||||
| 20826 |
Belgian e-invoicing MCP server: Peppol BIS 3.0, UBL 2.1, PINT-BE (NBB), Mercuri…
|
B 70 3⁄3 | ||||||||
| 20827 |
MCP Playwright Server
Claim
Enables AI assistants to control web browsers through Playwright automation, pr…
|
B 70 4⁄3 | ||||||||
| 20828 |
MCP server for the Krónan grocery store API (Iceland)
|
B 70 3⁄3 | ||||||||
| 20829 |
MCP-Plugin-dotnet
Claim
.NET MCP bridge: expose app methods/data as MCP tools, prompts, and resources v…
|
B 70 3⁄3 | ||||||||
| 20830 |
golemcore-bot
Claim
Agent Platform for AI-Native Companies
|
B 70 4⁄3 | ||||||||
| 20831 |
ms-sentinel-mcp-server
Claim
ms-sentinel-mcp-server
|
B 70 4⁄4 | ||||||||
| 20832 |
Provides dynamic, context-aware code assistant skills through hybrid RAG (vecto…
|
B 70 4⁄3 | ||||||||
| 20833 |
An interrupt-aware MCP sidecar for long-running coding agents that detects chan…
|
B 70 3⁄3 | ||||||||
| 20834 |
MCP server for the German Marktstammdatenregister (MaStR) energy market register
|
B 70 3⁄3 | ||||||||
| 20835 |
Security scanner and graph for agentic infrastructure — agents, MCP, runtime, a…
|
B 70 4⁄3 | ||||||||
| 20836 |
Enables 70-90% LLM API cost reduction by compressing conversation history via l…
|
B 70 3⁄3 | ||||||||
| 20837 |
cheatengine-mcp-bridge
Claim
🔗 Connect AI to Cheat Engine for fast memory analysis, enabling quick mods and …
|
B 70 3⁄3 | ||||||||
| 20838 |
Access Shodan's API to enhance your AI assistant's capabilities. Query detailed…
|
B 70 4⁄3 | ||||||||
| 20839 |
Model Context Protocol (MCP) server that provides AI assistants with advanced w…
|
B 70 4⁄4 | ||||||||
| 20840 |
A Model Context Protocol server that enables AI assistants to communicate with …
|
B 70 4⁄3 | ||||||||
| 20841 |
lending-contract
Claim
|
B 70 3⁄3 | ||||||||
| 20842 |
An unofficial bridge that enables AI models to interact with the LunaTask API f…
|
B 70 4⁄4 | ||||||||
| 20843 |
PokéBattle AI Strategist
Claim
An intelligent Pokémon battle strategy assistant that provides strategic recomm…
|
B 70 4⁄4 | ||||||||
| 20844 |
MCP server providing X-ray interaction data via xraylib
|
B 70 3⁄3 | ||||||||
| 20845 |
Enables full Proton Mail management through the Model Context Protocol by conne…
|
B 70 3⁄3 | ||||||||
| 20846 |
MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable in…
|
B 70 4⁄3 | ||||||||
| 20847 |
한국 사업자용 계약서 자동 생성 Claude Code 스킬. 9종 계약서(근로·알바·유연·일용·프리랜서·외주·변경·연봉) + MCP 개인정보 …
|
C 69 3⁄3 | ||||||||
| 20848 |
Connects Claude Desktop to a local LiteFarm installation, enabling farm managem…
|
C 69 4⁄3 | ||||||||
| 20849 |
An MCP server that automatically enhances user prompts by applying advanced eng…
|
C 69 3⁄3 | ||||||||
| 20850 |
MCP Foxxy Bridge is a one-to-many proxy for the Model Context Protocol (MCP). I…
|
C 69 4⁄4 | ||||||||