MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35601
jmqcooper-ai
Klarefi Claim
Complete regulated intake work and retrieve cited case files without deciding t…
35602
xiaobenyang-com
atlas-docs Claim
Discover and browse docs across libraries and frameworks. Search topics, skim h…
N/A N/A 95
35603
norika1207-lab
mercury-mcp Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
N/A N/A
35604
TradingViewBacktestAssistant
tv-pinescript-backtest-mcp exposes a remote MCP endpoint so agents can: run st…
N/A N/A 95
35605
AndrewEstopinan
Enables AI agents to browse and extract data from any public website via Bright…
35606
rogiervdbrnk
Dutch real estate data with KRK Makelaars report generation.
N/A N/A 95
35607
Riffmax2030-hub
Enables natural language management of MetaTrader 5 accounts, including checkin…
N/A N/A
35608
pubspro
Search PubMed and summarize biomedical literature, designed for AI health agent…
35609
shafeequealipt-dotcom
Enables grounding AI responses in a local document corpus by exposing MCP tools…
N/A N/A
35610
1036007003-wq
Enables Twitter/X marketing automation, including tweet search, account analysi…
35611
RyanJamesStewart
prompt-time Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
N/A N/A
35612
liuwanwan1
CodeBrain Claim
Provides semantic code search and index status for codebases using RAG, enablin…
N/A N/A
35613
yujeongJeon
caniuse-mcp Claim 1
An MCP server that provides browser compatibility data and web API support info…
N/A N/A 95
35614
Marvisatron
everos-mcp Claim
Connects Claude Code to a local EverOS instance for searching and storing long-…
N/A N/A
35615
Raffaele86
Enables SEO analysis via Ahrefs API v3, providing tools for domain rating, back…
35616
bjan
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
N/A N/A
35617
mazamakasa
octo-mcp Claim
Controls Octo Browser antidetect profiles and automates browser tasks through n…
35618
Poorgramer-Zack
Integrates GitHub Copilot CLI with MCP clients to offer various coding assistan…
N/A N/A
35619
trustrails
Search and compare 26,000+ UK electronics products across multiple retailers i…
81
35620
Vaibhav-Kumar10
Provides an MCP tool to search the FreeCodeCamp news RSS feed by keyword, retur…
35621
0xHayd3n
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
35622
JKasteele
An MCP server that provides tools for deterministic EU AI Act risk classificati…
N/A N/A
35623
scoutos
A Deno implementation that enables AI models to interact with Linear issue trac…
81
35624
liyongshun
flow-mcp Claim
A minimal MCP server that provides business control primitives (finish, pause, …
N/A N/A
35625
kev-hu
zep-mcp Claim
MCP server for the Zep Cloud API — a context engineering platform for AI agent …
N/A N/A
35626
bnbhat
Read-only MCP server that exposes Launchpad bug-tracking data for a single proj…
35627
odirasamuel
Provides read-only access to sports data, odds intelligence, and historical sta…
35628
ahernan2
buffer-mcp Claim
Enables managing Buffer social media posts via Claude, including creating, sche…
35629
gfsantos2
mcp_weather Claim
Provides real-time weather temperature queries for any city with an interactive…
35630
industrial-aiops
OT-AIops Claim
Provides AI agents with safe, governed read access to industrial control system…
35631
masayukick
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
81
35632
sam-shepp
A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …
35633
pipeworx-io
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
81
35634
deinai
SKILL-02 (not SKILL-01): AI influencer search on TikTok, Instagram & YouTube. s…
35635
928871247
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
81
35636
horizondatawave
Find and research people across LinkedIn, Instagram, and the open web. Search w…
N/A N/A 95
35637
fernforestgames
An MCP server that enables AI assistants to generate images using Black Forest …
35638
urbanmorph
Description: Query India's open geo data in natural language. 8 tools: list lay…
35639
First-Touch-Inc
FirstTouch Claim
Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-nati…
35640
mako10k
Adds async processing to any MCP server, with timeout, task management, and sub…
N/A N/A
35641
cyanheads
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
N/A N/A
35642
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
35643
lemondude21
Enables building and querying knowledge graphs by ingesting documents into Neo4…
35644
ethereumfollowprotocol
Provides read-only access to Google Drive meeting transcripts and Google Calend…
N/A N/A
35645
samson-ailabs
Klarova Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
35646
universal-mcp
Provides a standardized interface for interacting with GitHub's tools and servi…
35647
jcaiagent7143-ui
sendpage Claim
Publish an HTML document as a link anyone can open in one tap, plus PDF, image …
35648
estate-atlas
MCP server for querying the San Diego Municipal Code, bulletins, permits, parce…
35649
rilexus
MCP server that wraps the UMT media monitoring API, enabling search and retriev…
35650
SA-GIMA
Enables generating videos from images and text prompts using Jimeng Video 3.0 A…
N/A N/A
Showing 35601–35650 of 67181 servers
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