MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48351
luminarylane
Connects Claude Desktop and other MCP clients to the Instagram Graph API for re…
48352
influqa
Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, an…
48353
yuaotian
sanshu Claim
An AI-assisted programming enhancement system that integrates decision-making, …
N/A N/A
48354
mafzal786
A quickstart template to build and deploy a remote MCP server on Azure Function…
48355
selfagency
Enables AI agents to interact with TeamDynamix ITSM operations including ticket…
48356
JonasKeil
Provides up-to-date AI model names and pricing from models.dev, solving model h…
48357
moyohussein
Enables AI models to interact with YouTube content through 18 MCP tools for vid…
48358
pauling-ai
Enables natural language interaction with LinkedIn, including profile retrieval…
N/A N/A
48359
easyweek-fvmn
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
N/A N/A 95
48360
hjongc
A server for Korean lease and moving safety guidance using official public data…
48361
gaowanlong
A TypeScript-based MCP server that automatically generates structured technical…
N/A N/A
48362
Qusto
vk-ads-mcp Claim
Read-only MCP server for analyzing VK Ads campaigns, listing ad structures, ret…
48363
SVerITG
Metis Claim
A private, local research "second brain" for Claude: project-aware memory, cite…
N/A N/A
48364
Kynlos
Enables taking screenshots of the entire desktop or specific windows, with auto…
N/A N/A
48365
Samagra001
graphdb Claim
Indexes Ruby on Rails codebases into a queryable graph of associations, routes,…
N/A N/A
48366
blw10210
Enables sending emails via the Resend API from Claude, with tools for sending, …
48367
FernandoSFT
MCP server for travel program search, comparison, and booking via Yourttoo API,…
N/A N/A
48368
ACAne0320
基于高德地图API的中国城市天气查询MCP服务,支持实时天气和未来几天天气预报查询。
48369
NcrMancer
Concisr Claim
Token compression for AI contexts, reducing token consumption by compressing co…
48370
Alby2007
PLTM-Claude Claim
An MCP server that gives Claude Desktop persistent memory, self-awareness, epis…
N/A N/A
48371
CKINGKEIZER
An MCP server that automates extraction of structured financial data from inves…
N/A N/A 95
48372
adambrand
Enables secure file transfer operations with remote Linux and Windows systems v…
81
48373
Flexberry
MCP server for converting various file formats (PDF, DOCX, images, audio, etc.)…
N/A N/A
48374
ovokpus
An MCP server with LangGraph agent integration that enables AI agents to use cu…
48375
capwitf
Connects Baidu Netdisk to MCP-compatible AI clients, enabling AI to safely read…
N/A N/A
48376
jeevestheagent
MCP server for RevenueCat that lets AI agents query subscriber data, check enti…
N/A N/A
48377
upa
Enables LLMs to interact with network devices via SSH (netmiko), allowing comma…
48378
TronLink
Enables AI agents to interact with the TRON blockchain through browser automati…
N/A N/A
48379
NumericalPie
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
N/A N/A
48380
freyzo
npc Claim
A browser automation MCP server that lets your IDE control your real browser (C…
N/A N/A 95
48381
zenitsu0509
A custom MCP server that enables AI assistants to perform comprehensive researc…
N/A N/A
48382
oujiafan
mcp-mijia Claim
Enables AI assistants to control Xiaomi Mi Home smart devices through natural l…
N/A N/A
48383
seanshin0214
Persona MCP Claim
Enables AI to switch between 26+ expert personas on-demand with smart context d…
N/A N/A 95
48384
albertlieyingadrian
Provide a fast and easy-to-build MCP server implementation to integrate LLMs wi…
N/A N/A 95
48385
ekakit
Production-ready MCP server implementations for creative applications, enabling…
N/A N/A
48386
Sbharadwaj05
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
48387
tech4lifeatepisode
Enables AI assistants to check tour availability, book tours via HubSpot Schedu…
48388
ictahmadreza-source
ahmad Claim
N/A N/A 95
48389
CohenD
A Model Context Protocol server providing free financial market data across 13 …
48390
guzus
Enables real-time search of X.com (Twitter) posts, users, threads, and trends v…
48391
zombat
S.C.R.U.B. Claim
A code quality MCP server with 22 tools for deterministic linting, formatting, …
N/A N/A
48392
Raffaele86
Enables SEO analysis via Ahrefs API v3, providing tools for domain rating, back…
48393
tools-for-agents
agent-hq Claim
An MCP server that provides shared memory, kanban board, and agent registry for…
N/A N/A
48394
junter1989k-ai
Norway payments for AI agents — cards / Klarna via Stripe. Never holds funds.
48395
pkidwell22
A powerful Model Context Protocol (MCP) server that provides comprehensive Goog…
N/A N/A
48396
uwmyuan
Enables LLM clients to access scheduling data, KPIs, routes, and trigger optimi…
N/A N/A
48397
mcp Claim 2
Wontopos (WOS) long-term memory (beta) - one memory across Claude Code, Cursor,…
N/A N/A 69
48398
asaotomo
FofaMap Claim
A MCP-enabled asset mapping and vulnerability scanning agent with AI self-refle…
N/A N/A
48399
MCPmed
geo-mcp Claim
Enables searching and downloading Gene Expression Omnibus (GEO) data from NCBI,…
81
48400
markswendsen-code
mcp-geico Claim
An MCP server that enables AI agents to interact with GEICO insurance services,…
N/A N/A
Showing 48351–48400 of 66518 servers
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