MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34101
lckx777
Provides 10 validation tools for direct response copywriting, including blind c…
N/A N/A
34102
clauxel
Paid remote MCP for Veo 4 credit waste gate MCP, structured receipts, audit log…
34103
titov-d
Fresh, source-verified docs for building MCP servers and Claude agents, served …
N/A N/A
34104
denio
test Claim
N/A N/A 95
34105 N/A N/A 95
34106
nsoult-agentic
mcp-voice Claim
Enables Claude to generate, rewrite, de-AI, and transform text into a specific …
N/A N/A
34107
bmit20
timeline-mcp Claim
A deterministic MCP server that gives AI assistants a temporal memory layer by …
34108
richmcpharlin
A locally running MCP server that provides cell-level and formatting-level cont…
N/A N/A
34109 N/A N/A 95
34110
Alexgoncalves-cpu
MCP server that provides tools to create and list tasks by consuming a REST API…
N/A N/A
34111
Longfortv5
Here is a brief description of what our MCP server does: Description Project …
34112
Zeus-Deus
omarchy-mcp Claim
Enables semantic search over Omarchy, Arch Linux, and Hyprland documentation, a…
N/A N/A
34113
prat24
A minimal integration layer exposing PyTorch Lightning via a structured, machin…
34114
WJZ-P
Automates video and image-text publishing on Douyin's creator platform using Ch…
N/A N/A
34115
hjtrbo
PcmHackMCP Claim
MCP server and Ghidra plugin for reverse engineering, enabling clients like Cla…
N/A N/A
34116
code-cheers
Enables creating a Contra-style game session that can be played inline in MCP-c…
34117
pipeworx-io
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
34118
burakaydinofficial
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
N/A N/A
34119
OxSci-AI
A scaffold project for building FastAPI-based Model Context Protocol servers wi…
81
34120
eunseopsong
nrs_llm Claim
An MCP server for ROS 2 environments that connects via rosbridge WebSocket, ena…
N/A N/A
34121
iuk-ink
Provides Binance futures market data, trading capabilities, and technical indic…
34122
tiandashu
MCP server for YApi integration that generates TypeScript types, mock data, and…
N/A N/A
34123
BACH-AI-Tools
Extracts captions, metadata, and descriptions from YouTube videos to enable AI …
N/A N/A
34124
myselfshravan
klydo-mcp Claim
Fashion discovery MCP server for Indian Gen Z that enables AI assistants to sea…
34125
opspawn
bazaar-mcp Claim
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code…
N/A N/A 83
34126
gesslar
Enables AI assistants to understand and query LPC codebases through natural lan…
N/A N/A
34127
Lightning-Products
, Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
N/A N/A 95
34128
CSOAI-ORG
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
N/A N/A
34129
ArmandAguilar
mcp-dropbox Claim
MCP server that enables agents to save documents to Dropbox, offering tools for…
34130
cloud9
MCP server for HubSpot CRM API integration. 14 tools for managing contacts, c…
N/A N/A 95
34131
vaibhavkkk
A Model Context Protocol server for AI persona management with JIRA integration…
N/A N/A
34132
groovyBugify
MCP Server Claim
A region-independent backend service for AWS operations with credential validat…
34133
Pigowenhsiao
Wraps OpenAI Codex CLI as an MCP server, exposing 8 Codex tools (exec, review, …
N/A N/A
34134
traffiy
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
34135
epistemedeus
SkillGuard Claim
Enables scanning of Claude Code skills, plugins, or MCP servers for malware bef…
N/A N/A
34136
SfdcAnnu
Enables reading, sending, and managing Microsoft 365/Outlook emails through MCP…
34137
adamcfield
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
34138
NigelVanHattum
mealie-mcp Claim
Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
81
34139
Trashwbin
Provide a simple notes system with capabilities to create, list, and summarize …
N/A N/A 95
34140
irahulstomar
brain-mcp Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
N/A N/A
34141
sevenseconds
VibeScout Claim
Enables semantic code search and AI-powered chat for local codebases, with supp…
34142
xiaobenyang-com
osrs-stat Claim
Track any player's skills, activities, and boss kills. Explore leaderboards for…
N/A N/A 95
34143
YBMecho
FastMCP-based tool for extracting UI component code from Uiverse.io, supporting…
N/A N/A
34144
celo-org
This MCP server provides access to Composer Kit React component documentation, …
34145
orbiads
Orbiads Claim
# OrbiAds — Google Ad Manager MCP Server …
81
34146
pipeworx-io
Keyless directory of 2,500+ public APIs and their OpenAPI specs, enabling AI ag…
34147
OptimNow
Turn Claude into your AWS tagging compliance assistant — ask in plain English, …
N/A N/A
34148
aviralkaushik412
A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
N/A N/A
34149
MikeyBeez
MCP server for Kaggle API integration that allows creating, running, and managi…
34150
noahmott
Provides comprehensive World of Warcraft guild analytics, player character anal…
81
Showing 34101–34150 of 66549 servers
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