MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61151 |
bill4time-mcp
Claim
MCP server for Bill4Time providing API coverage for legal billing and time trac…
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| 61152 |
NVD MCP Server
Claim
MCP server for the NIST National Vulnerability Database — lets AI assistants se…
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| 61153 |
MCP Vision Server
Claim
A versatile MCP server that adds vision capabilities (image analysis, OCR, imag…
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| 61154 |
M3Mgine
Claim
MCP server enabling AI agents to enforce corrected rules as durable pre-output …
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| 61155 |
MCP Multi-Agent Server
Claim
A multi-domain multi-agent system served over MCP (Model Context Protocol) with…
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| 61156 |
DevEyes
Claim
DevEyes is a Model Context Protocol (MCP) server that captures screenshots from…
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| 61157 |
FreshRSS Agent
Claim
MCP server for FreshRSS RSS reader enabling feed reading, subscription manageme…
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| 61158 |
icloud-mcp
Claim
An MCP server that bridges Claude Desktop to iCloud Mail, Calendar, Reminders, …
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| 61159 |
MCP Hub
Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
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| 61160 |
LogScribe MCP
Claim
Handles log file management and analysis with tools to list, read, search, filt…
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| 61161 |
ecair-mcp
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| 61162 |
Finance MCP Server
Claim
Provides real-time financial data from Yahoo Finance, enabling stock price look…
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| 61163 |
gemini-image-mcp
Claim
Enables Claude Code to generate and edit images using Google's Gemini and Image…
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| 61164 |
Kinsta MCP Server
Claim
MCP server for the Kinsta WordPress hosting platform, enabling AI assistants to…
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| 61165 |
@ktmcp/betfair
Claim
MCP server for Betfair Exchange Streaming API, providing real-time streamed upd…
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| 61166 |
agentes-mcp-server
Claim
Unified MCP server for the AmorSaúde ecosystem, combining SQL query, semantic s…
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| 61167 |
Stash MCP Server
Claim
An MCP server for querying and analyzing a Stash instance with advanced filters…
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| 61168 |
Grimoire
Claim
Campaign manager for D&D and TTRPG GMs: your AI reads and writes a live typed c…
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| 61169 |
mosaic-mcp
Claim
Pre-clinical drug discovery intelligence MCP server providing 44 tools to query…
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| 61170 |
firefox-devtools-mcp
Claim
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
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| 61171 |
PostgreSQL MCP Server
Claim
An open-source MCP server for PostgreSQL schema introspection and guarded read-…
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| 61172 |
Klarna-style product discovery for AI shopping agents. Makes product catalogs m…
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| 61173 |
Exposes five tools for querying and analyzing a customer-support dataset, inclu…
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| 61174 |
fsext-mcp-server
Claim
Provides comprehensive filesystem operations, text search/replace, image proces…
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| 61175 |
contabo-mcp
Claim
Enables full operational control over Contabo VPS/VDS infrastructure through na…
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| 61176 |
@fictjs/mcp
Claim
MCP server for retrieving Fict documentation, running compiler/ESLint/TypeScrip…
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| 61177 |
notebooklm-mcp-server
Claim
Enables AI agents to interact with Google NotebookLM for grounded, hallucinatio…
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| 61178 |
# ManyContacts MCP Server
MCP (Model Context Protocol) server for [ManyContact…
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| 61179 |
WhatsApp MCP Server
Claim
Enables AI assistants to manage WhatsApp: list chats, send and receive messages…
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| 61180 |
agent-rooms
Claim
MCP server for real-time communication between Claude Code sessions via chat ro…
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| 61181 |
Brain OS
Claim
Persistent operational state for AI agents. Decisions, plans, priorities, and p…
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| 61182 |
sargel
Claim
Lets AI agents visually inspect web elements, test CSS edits in real-time, and …
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| 61183 |
tw-almanac
Claim
Provides daily Taiwanese almanac (黃曆) information including auspicious/inauspic…
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| 61184 |
Runbook MCP Server
Claim
Integrates with Runbook to allow listing, reading, searching, creating, and upd…
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| 61185 |
Òtítọ́
Claim
Deterministic local repository context, impact analysis, and merge-readiness ev…
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| 61186 |
Loopy MCP Server
Claim
Integrates Loopy's AI agent loop library with MCP-compatible clients like LM St…
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| 61187 |
ibkr-mcp-server
Claim
Enables interaction with Interactive Brokers through the TWS API for account ma…
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| 61188 |
realfavicon-mcp
Claim
MCP server for RealFaviconGenerator to generate favicon sets, audit live sites …
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| 61189 |
kaito-mcp-server
Claim
Provides crypto market intelligence tools, reference resources, and prompt temp…
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| 61190 |
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
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| 61191 |
lighthouse-mcp
Claim
Converts Lighthouse audits into prioritized implementation backlogs with eviden…
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| 61192 |
Gong-MCP
Claim
Provides tools to access Gong call data, including listing calls, retrieving de…
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| 61193 |
aegis-mcp
Claim
Provides AI coding agents with deterministic security requirements, approved pa…
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| 61194 |
testrail-mcp-server
Claim
Enables TestRail test management through MCP tools, allowing users to manage pr…
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| 61195 |
MalwareAnalyzerMCP
Claim
Enables malware analysis through terminal command execution with specialized to…
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| 61196 |
InterProScan MCP Service
Claim
Provides protein family, domain, and functional annotation using InterProScan, …
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| 61197 |
MCP server for interacting with Yandex Cloud AI Studio, enabling chat, text gen…
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| 61198 |
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| 61199 |
Pandough
Claim
Flour-first dough plans: yeast, hydration, schedule from flour you own. No API …
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| 61200 |
Enables querying pre-built Metabase cards for QMSCloud reporting, allowing retr…
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