MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34201
code-cheers
Enables creating a Contra-style game session that can be played inline in MCP-c…
34202
pipeworx-io
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
34203
burakaydinofficial
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
N/A N/A
34204
OxSci-AI
A scaffold project for building FastAPI-based Model Context Protocol servers wi…
81
34205
eunseopsong
nrs_llm Claim
An MCP server for ROS 2 environments that connects via rosbridge WebSocket, ena…
N/A N/A
34206
iuk-ink
Provides Binance futures market data, trading capabilities, and technical indic…
34207
tiandashu
MCP server for YApi integration that generates TypeScript types, mock data, and…
N/A N/A
34208
BACH-AI-Tools
Extracts captions, metadata, and descriptions from YouTube videos to enable AI …
N/A N/A
34209
myselfshravan
klydo-mcp Claim
Fashion discovery MCP server for Indian Gen Z that enables AI assistants to sea…
34210
opspawn
bazaar-mcp Claim
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code…
N/A N/A 83
34211
gesslar
Enables AI assistants to understand and query LPC codebases through natural lan…
N/A N/A
34212
Lightning-Products
, Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
N/A N/A 95
34213
CSOAI-ORG
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
N/A N/A
34214
ArmandAguilar
mcp-dropbox Claim
MCP server that enables agents to save documents to Dropbox, offering tools for…
34215
cloud9
MCP server for HubSpot CRM API integration. 14 tools for managing contacts, c…
N/A N/A 95
34216
vaibhavkkk
A Model Context Protocol server for AI persona management with JIRA integration…
N/A N/A
34217
groovyBugify
MCP Server Claim
A region-independent backend service for AWS operations with credential validat…
34218
Pigowenhsiao
Wraps OpenAI Codex CLI as an MCP server, exposing 8 Codex tools (exec, review, …
N/A N/A
34219
traffiy
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
34220
epistemedeus
SkillGuard Claim
Enables scanning of Claude Code skills, plugins, or MCP servers for malware bef…
N/A N/A
34221
SfdcAnnu
Enables reading, sending, and managing Microsoft 365/Outlook emails through MCP…
34222
adamcfield
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
34223
NigelVanHattum
mealie-mcp Claim
Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
81
34224
Trashwbin
Provide a simple notes system with capabilities to create, list, and summarize …
N/A N/A 95
34225
irahulstomar
brain-mcp Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
N/A N/A
34226
sevenseconds
VibeScout Claim
Enables semantic code search and AI-powered chat for local codebases, with supp…
34227
xiaobenyang-com
osrs-stat Claim
Track any player's skills, activities, and boss kills. Explore leaderboards for…
N/A N/A 95
34228
YBMecho
FastMCP-based tool for extracting UI component code from Uiverse.io, supporting…
N/A N/A
34229
celo-org
This MCP server provides access to Composer Kit React component documentation, …
34230
orbiads
Orbiads Claim
# OrbiAds — Google Ad Manager MCP Server …
81
34231
pipeworx-io
Keyless directory of 2,500+ public APIs and their OpenAPI specs, enabling AI ag…
34232
OptimNow
Turn Claude into your AWS tagging compliance assistant — ask in plain English, …
N/A N/A
34233
aviralkaushik412
A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
N/A N/A
34234
MikeyBeez
MCP server for Kaggle API integration that allows creating, running, and managi…
34235
noahmott
Provides comprehensive World of Warcraft guild analytics, player character anal…
81
34236
ndl-systems
Kevros Claim
Runtime intelligence for autonomous AI agents. Kevros verifies every agent acti…
81
34237
null-create
Enables AI agents to fetch, clean, and extract readable content from web pages,…
34238
lukegohwb-ctrl
Provides live US stock quotes and historical price data via MCP tools.
34239
CSOAI-ORG
Agent Commerce Protocol MCP — bridges Stripe ACP + Google AP2 + Coinbase x402 f…
34240
Michael-Obele
DocShark Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
N/A N/A
34241
samueljayasingh
Stitch-MCP Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
34242
sidhunt
Wraps three deterministic audit scripts (funnel, accessibility, LLM visibility)…
N/A N/A
34243
HeXis-YS
A remote MCP server deployed on Cloudflare Workers that integrates with Mem0 to…
34244
afshinator
One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
N/A N/A
34245
philipp-mlr
monica-mcp Claim
MCP server for Monica CRM providing 29 tools to manage contacts, activities, no…
34246
abspace1
Manage and monitor smart home devices directly within your workspace. Retrieve …
81
34247
busigui2023
A unified MCP server aggregating 15 web search and extraction tools across 5 pr…
N/A N/A
34248
bruzethegreat
Transforms Claude into a GSAP animation expert with AI-powered natural language…
N/A N/A 95
34249
xlian-fe
A code review tool that generates detailed HTML review documents by comparing b…
N/A N/A
34250
QinLuza
Exposes local Umi-OCR v2 capabilities to AI agents via MCP, enabling image text…
N/A N/A
Showing 34201–34250 of 66549 servers
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