MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49151
directory Claim
Read-only directory of vetted AI implementation agencies from the Ashton & Forg…
49152
CSOAI-ORG
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
N/A N/A
49153
ArmandAguilar
mcp-dropbox Claim
MCP server that enables agents to save documents to Dropbox, offering tools for…
49154
alyiox
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
N/A N/A
49155
vishnu27597
Automates GSTR-1 filing through Sandbox.co APIs, enabling seamless integration …
49156
groovyBugify
MCP Server Claim
A region-independent backend service for AWS operations with credential validat…
49157
traffiy
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
49158
epistemedeus
SkillGuard Claim
Enables scanning of Claude Code skills, plugins, or MCP servers for malware bef…
N/A N/A
49159
Pigowenhsiao
Wraps OpenAI Codex CLI as an MCP server, exposing 8 Codex tools (exec, review, …
N/A N/A
49160
vaibhavkkk
A Model Context Protocol server for AI persona management with JIRA integration…
N/A N/A
49161
BitsofJeremy
Enables interaction with Futurama quotes through Claude Desktop by connecting t…
81
49162
SfdcAnnu
Enables reading, sending, and managing Microsoft 365/Outlook emails through MCP…
49163
Trashwbin
Provide a simple notes system with capabilities to create, list, and summarize …
N/A N/A 95
49164
YBMecho
FastMCP-based tool for extracting UI component code from Uiverse.io, supporting…
N/A N/A
49165
NigelVanHattum
mealie-mcp Claim
Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
81
49166
xiaobenyang-com
osrs-stat Claim
Track any player's skills, activities, and boss kills. Explore leaderboards for…
N/A N/A 95
49167
sevenseconds
VibeScout Claim
Enables semantic code search and AI-powered chat for local codebases, with supp…
49168
celo-org
This MCP server provides access to Composer Kit React component documentation, …
49169
adamcfield
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
49170
irahulstomar
brain-mcp Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
N/A N/A
49171
mizulike
hittad Claim
N/A N/A 95
49172
x-monk
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A 95
49173
OptimNow
Turn Claude into your AWS tagging compliance assistant — ask in plain English, …
N/A N/A
49174
aviralkaushik412
A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
N/A N/A
49175
MikeyBeez
MCP server for Kaggle API integration that allows creating, running, and managi…
49176
Neko1313
Semantic code graph MCP server for coding agents
N/A N/A
49177
null-create
Enables AI agents to fetch, clean, and extract readable content from web pages,…
49178
lukegohwb-ctrl
Provides live US stock quotes and historical price data via MCP tools.
49179
Glitchcraft-Inc
Provide comprehensive marketing analytics and AI-powered insights by integratin…
N/A N/A 95
49180
geraservicesuk
AI prompt engineering game: challenges, leaderboards, community prompts.
N/A N/A 95
49181
Lianye-Scythe
Local code context engine for Codex App/CLI that indexes code with SQLite/sqlit…
N/A N/A
49182
Michael-Obele
DocShark Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
N/A N/A
49183
afshinator
One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
N/A N/A
49184
philipp-mlr
monica-mcp Claim
MCP server for Monica CRM providing 29 tools to manage contacts, activities, no…
49185
samueljayasingh
Stitch-MCP Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
49186
sidhunt
Wraps three deterministic audit scripts (funnel, accessibility, LLM visibility)…
N/A N/A
49187
HeXis-YS
A remote MCP server deployed on Cloudflare Workers that integrates with Mem0 to…
49188
busigui2023
A unified MCP server aggregating 15 web search and extraction tools across 5 pr…
N/A N/A
49189
abspace1
Manage and monitor smart home devices directly within your workspace. Retrieve …
81
49190
bruzethegreat
Transforms Claude into a GSAP animation expert with AI-powered natural language…
N/A N/A 95
49191
xlian-fe
A code review tool that generates detailed HTML review documents by comparing b…
N/A N/A
49192
QinLuza
Exposes local Umi-OCR v2 capabilities to AI agents via MCP, enabling image text…
N/A N/A
49193
knocklabs
Enables AI assistants to manage notification infrastructure—workflows, channels…
N/A N/A
49194
donald-ada
mysql Claim
A Model Context Protocol (MCP) server for interacting with MySQL databases. Pro…
49195
brianmoney
Remote MCP server for Google Drive and Sheets running on Cloudflare Workers, pr…
N/A N/A
49196
jakubkrzysztofsikora
Enables AI agents to start and stop full-screen recordings on macOS using FFmpe…
N/A N/A
49197
MCPForgeHQ
OpenAPI-to-MCP example server generated with MCPForge. Demonstrates how REST AP…
49198
supcon-international
Model Context Protocol (MCP) server for Node-RED that allows language models to…
81
49199
daniel.larson
testproject Claim
N/A N/A 95
49200
Psilolouben
Tracks live board game inventory on thegamerules.com by scraping the catalogue,…
Showing 49151–49200 of 66518 servers
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