MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61151
RosenAdvertising
MCP server for Bill4Time providing API coverage for legal billing and time trac…
N/A N/A
61152
Alig1493
MCP server for the NIST National Vulnerability Database — lets AI assistants se…
61153
rosecat2359
A versatile MCP server that adds vision capabilities (image analysis, OCR, imag…
61154
13auth
M3Mgine Claim
MCP server enabling AI agents to enforce corrected rules as durable pre-output …
61155
sunnylabtv-crypto
A multi-domain multi-agent system served over MCP (Model Context Protocol) with…
61156
gnana997
DevEyes Claim
DevEyes is a Model Context Protocol (MCP) server that captures screenshots from…
N/A N/A
61157
Knuckles-Team
MCP server for FreshRSS RSS reader enabling feed reading, subscription manageme…
61158
jerrydjin
icloud-mcp Claim
An MCP server that bridges Claude Desktop to iCloud Mail, Calendar, Reminders, …
61159
Vangardo
MCP Hub Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
61160
haramrit09k
Handles log file management and analysis with tools to list, read, search, filt…
N/A N/A
61161
tmatussiere
ecair-mcp Claim
N/A N/A 95
61162
MCP-Mirror
Provides real-time financial data from Yahoo Finance, enabling stock price look…
81
61163
someshwarpatil
Enables Claude Code to generate and edit images using Google's Gemini and Image…
N/A N/A
61164
jacob-hartmann
MCP server for the Kinsta WordPress hosting platform, enabling AI assistants to…
61165
ktmcp-cli
MCP server for Betfair Exchange Streaming API, providing real-time streamed upd…
N/A N/A
61166
dadosamorsaude
Unified MCP server for the AmorSaúde ecosystem, combining SQL query, semantic s…
61167
donlothario
An MCP server for querying and analyzing a Stash instance with advanced filters…
61168
zafety-vibin
Grimoire Claim
Campaign manager for D&D and TTRPG GMs: your AI reads and writes a live typed c…
61169
sourabhnk
mosaic-mcp Claim
Pre-clinical drug discovery intelligence MCP server providing 44 tools to query…
61170
globau
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
N/A N/A 95
61171
eltonf
An open-source MCP server for PostgreSQL schema introspection and guarded read-…
61172
AiAgentKarl
Klarna-style product discovery for AI shopping agents. Makes product catalogs m…
61173
CarmitHaas
Exposes five tools for querying and analyzing a customer-support dataset, inclu…
N/A N/A
61174
kurtzhi
Provides comprehensive filesystem operations, text search/replace, image proces…
61175
SMOrchestra-ai
contabo-mcp Claim
Enables full operational control over Contabo VPS/VDS infrastructure through na…
61176
fictjs
@fictjs/mcp Claim
MCP server for retrieving Fict documentation, running compiler/ESLint/TypeScrip…
61177
moodRobotics
Enables AI agents to interact with Google NotebookLM for grounded, hallucinatio…
61178
manycontacts
# ManyContacts MCP Server MCP (Model Context Protocol) server for [ManyContact…
81
61179
sjawhar
Enables AI assistants to manage WhatsApp: list chats, send and receive messages…
N/A N/A
61180
glirgang
agent-rooms Claim
MCP server for real-time communication between Claude Code sessions via chat ro…
N/A N/A
61181
brainOS-HQ
Brain OS Claim
Persistent operational state for AI agents. Decisions, plans, priorities, and p…
N/A N/A
61182
ofriw
sargel Claim
Lets AI agents visually inspect web elements, test CSS edits in real-time, and …
N/A N/A
61183
simonliu-moltbot
tw-almanac Claim
Provides daily Taiwanese almanac (黃曆) information including auspicious/inauspic…
N/A N/A
61184
qloba
Integrates with Runbook to allow listing, reading, searching, creating, and upd…
61185
BASHBOP
Òtítọ́ Claim
Deterministic local repository context, impact analysis, and merge-readiness ev…
N/A N/A
61186
hotkid61
Integrates Loopy's AI agent loop library with MCP-compatible clients like LM St…
N/A N/A
61187
selvakumarEsra
Enables interaction with Interactive Brokers through the TWS API for account ma…
N/A N/A
61188
lzlrd
MCP server for RealFaviconGenerator to generate favicon sets, audit live sites …
N/A N/A
61189
MetaSearch-IO
Provides crypto market intelligence tools, reference resources, and prompt temp…
61190
sjgant80-hub
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
N/A N/A
61191
fullstackdegen
Converts Lighthouse audits into prioritized implementation backlogs with eviden…
N/A N/A
61192
alroy
Gong-MCP Claim
Provides tools to access Gong call data, including listing calls, retrieving de…
61193
bgigurtsis
aegis-mcp Claim
Provides AI coding agents with deterministic security requirements, approved pa…
N/A N/A
61194
gracexiaowork
Enables TestRail test management through MCP tools, allowing users to manage pr…
61195
MCP-Mirror
Enables malware analysis through terminal command execution with specialized to…
N/A N/A 95
61196
AltriaPendragon49
Provides protein family, domain, and functional annotation using InterProScan, …
61197
rusnetru
MCP server for interacting with Yandex Cloud AI Studio, enabling chat, text gen…
N/A N/A
61198
@buihongduc132
mcp-chrome Claim
N/A N/A 95
61199
mikepiechota
Pandough Claim
Flour-first dough plans: yeast, hydration, schedule from flour you own. No API …
61200
koosoftware
Enables querying pre-built Metabase cards for QMSCloud reporting, allowing retr…
Showing 61151–61200 of 67286 servers