MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41001
Frank-ay
mimo-mcp Claim
Enables Claude Code and Codex to directly invoke Xiaomi MiMo's full-modal capab…
N/A N/A
41002
Odyssey365App
mcp-server Claim
Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리
N/A N/A 83
41003
nullary-ai
Negative results intelligence for drug discovery: inactive compounds, failed se…
41004
craigmbrown
BlindOracle Claim
Unchallengeable AI agent security audits. MASSAT framework covers all 10 OWASP …
41005
margint-ai
Enables querying Margint per-customer AI margins and costs from MCP clients. Pr…
41006
CSOAI-ORG
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
41007
Quegenx
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
N/A N/A 95
41008
andyleimc-source
Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI as…
41009
basst85
A local MCP server that provides semantic memory storage and retrieval for codi…
N/A N/A
41010
brendan-ch
Enables interaction with Canvas LMS courses and assignments directly from your …
81
41011
kiyoung8
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
N/A N/A 95
41012
SyracuseUniversity
Provides a Model Context Protocol interface for managing and monitoring NetApp …
N/A N/A 95
41013
srotzin
Hive Wallet Claim
HiveWallet MCP Server
41014
TranscriptMagic
Generate transcripts from YouTube, TikTok, Instagram, and Facebook videos.
41015
torify-dev
Torify gives AI agents the Japanese locale primitives that standard libraries l…
41016
szgk
This MCP server enables AI assistants to interact with Affinity Designer for do…
N/A N/A
41017
signalclaude
outpost Claim
Enables interaction with Microsoft Outlook services (Tasks, Calendar, Email, Co…
41018
chiKeka
An MCP server delivering Alberta tax accounting and law expertise, with 47 tool…
N/A N/A
41019
tterrasson
mcp-searxng Claim
Integrates SearXNG API to give AI assistants web search and URL reading capabil…
41020
jstricklin
AI-powered static analysis for Unity projects, detecting common patterns, compo…
N/A N/A
41021
bsmi021
Enables querying U.S. legislative data from Congress.gov API using MCP resource…
41022
maywzh
A server that enables LLMs to interact with web pages through structured access…
81
41023
tsurutan
Enables AI assistants to access and manage accounting data through the freee ac…
81
41024
Reemedri
TokenEyez Claim
Track every AI token across Claude, ChatGPT, Gemini, Cursor, and Claude Code.
N/A N/A
41025
guangxiangdebizi
Calculates WorldQuant 101 Alpha factors using real-time Chinese stock market da…
41026
cloudflare
Cloudflare Radar Claim
Global Internet intelligence. Access traffic insights, trends, URL scans, and n…
81
41027
seekr-sh
Enables web search through Google and Wikipedia plus content extraction from an…
81
41028
jbonjour
Connects MCP-compatible AI clients to BMLT root servers, enabling natural langu…
41029
Kim-soung-won
hgefge Claim
N/A N/A 95
41030
Martin-Njeri-Clinica-Elgeadi
may-day Claim
N/A N/A 95
41031
Clubroom
Enables LLMs to manage Databricks clusters, jobs, and notebooks while providing…
81
41032
contextium-io
mcp-server Claim
Your team's knowledge, always in context. SOPs, coding standards, and workflows…
N/A N/A 95
41033
Abdur-Rahman-Palash
Access a 24/7 AI senior developer with 26 specialized tools for the full softwa…
81
41034
alex-kenny-lee-vfjv
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
81
41035
revelata
Fundamental data, including operating KPIs, you can't even find on Bloomberg — …
81
41036
rdcahalane
genome-map Claim
Access industrial fingerprint data for insight into supply chain and company pe…
41037
OITApps
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
41038
kongyo2
This is an MCP (Model Context Protocol) server for the EVE Online ESI API that …
81
41039
etairl
MCP server for parallel browser automation across multiple providers.
N/A N/A
41040
fantastic
breeze-mcp Claim
Residential proxy mcp for AI agents — fetch, search, and access geo-restricted …
81
41041
borderlessboy
Enables natural language search and analysis of arXiv academic papers with AI-p…
41042
LKCY23
A FastMCP server that provides weather-related tools using the QWeather API, en…
41043
mahir-mahir890
web-to-ai Claim
Web to AI is an MCP server that exposes a personal library of captured web UI t…
N/A N/A
41044
softvoyagers
PageDrop MCP Claim
Deploy and manage instant HTML sites with paste, upload, and ZIP deploy
N/A N/A 95
41045
InstantMCP
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
N/A N/A 95
41046
gucceed
Norric Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
41047
DevInder1
Local supply-chain CVE scanner via OSV/NVD. Scans deps and IDE extensions. No u…
N/A N/A
41048
cloudflare-mcp-apps
A skeleton template for building MCP servers with SEP-1865 interactive widget s…
81
41049
SolHunt
Solana wallet health analysis platform and top-notch dev tool. Helps people and…
N/A N/A 95
41050
Jing7ao
aihot-mcp Claim
AI HOT 资讯 MCP Server - 让 Claude Code 直接获取 AI 行业日报和动态
N/A N/A
Showing 41001–41050 of 43459 servers
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