MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60701
ozgureyilmaz
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
N/A N/A 95
60702
jonathan.martinez
cfb Claim
N/A N/A 95
60703
vikram-agentic
Enables automated LinkedIn lead generation and outreach through profile search,…
81
60704
geo-pera
geopera-mcp Claim
MCP server for the Geopera geospatial data platform that enables AI agents to d…
60705
abhishekshankar
Automates Google Analytics 4 and Google Tag Manager setup, management, and heal…
60706
Sharmaz
Enables LLMs to manage a phoenixd Bitcoin Lightning wallet, including creating …
60707
ducnm9
MCP server enabling LLM clients without vision capability to process images by …
N/A N/A
60708
no-lodging-or-fresh-baked-cookies
mcp-server Claim
Passport visa, entry & transit requirements for any country pair, with official…
60709
Unagi-cq
cdp-bridge Claim
Connects MCP clients to real browser sessions via a Chromium plugin, enabling L…
60710
extend-marketing
A Model Context Protocol (MCP) server for the Rule marketing automation platfor…
60711
dmae97
Lets Claude Code route tasks, launch orchestrated runs, and retrieve evidence a…
60712
Eun-Y0ung
TeamTok MCP Claim
카톡 팀플방의 대화를 팀원별 역할, 마감, 미정 항목, 제출 체크리스트, 공지 메시지로 정리해주는 대학생용 MCP 서버.
N/A N/A
60713
BabyBlackEyes2023
Enables Claude and other MCP clients to access Oura Ring data, including daily …
60714
bratz121
Fonbet MCP Claim
MCP server for reading Fonbet sports events and odds, enabling search for event…
60715
flowerfvase
A unified MCP server integrating Feishu, Notion, and Yuque platforms with 73 to…
60716
mplogas
MCP server for BusPirate 6 hardware security testing. Exposes UART, SPI, I2C, 1…
N/A N/A
60717
alshurov13
Enables natural language interaction with Allure TestOps API for managing test …
60718
mmpyro
vcluster-mcp Claim
Provides tools for managing vcluster instances, enabling AI assistants to list,…
N/A N/A
60719
fangsylar-pixel
Enables web search via a real browser for any LLM, bypassing anti-bot measures …
N/A N/A
60720
praeceptor-thesis
Search the skill-builder registry and auto-install skills for Claude Code, Curs…
N/A N/A
60721
shivamrawat2002
An AI-powered MCP server that extracts structured data from Indian identity doc…
N/A N/A
60722
jasonkim8652
An MCP server that gives LLM agents access to computational protein design tool…
60723
Sam-Of-The-Arth
Enables Claude to create and manipulate SolidWorks CAD models through natural l…
N/A N/A
60724
victor-zanardo-wy1b
Consultor de IA e Vendedor Virtual especializado em soluções de tecnologia para…
81
60725
Raunak1571
moxfield-mcp Claim
Enables searching public decklists, fetching deck card lists and prices from Mo…
60726
steward-mxjb
Analyse SEO, PPC, E-Commerce from 30+ marketing sources. Connect to your marke…
N/A N/A 95
60727
RadhaKrishna0018
Enables triggering Jenkins release and patch pipelines through natural language…
60728
GumbyEnder
Wraps the Tailscale CLI to enable MCP-capable AI agents to manage devices, serv…
N/A N/A
60729
McSheaD
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
60730
sukirman1901
Enables browser automation and smoke testing via Playwright, with tools for nav…
N/A N/A
60731
Fridayxiao
Provides a comprehensive creative thinking tool with methods like structured pr…
N/A N/A
60732
superdwayne
Provides full programmatic control over Apple Keynote through the Model Context…
N/A N/A
60733
oyc0401
Enables natural language search of the MapleStory auction house through Claude,…
N/A N/A
60734
Nitin-Gupta1109
TalkDB Claim
Enables natural language querying of databases with multi-turn conversations, a…
N/A N/A
60735
mcp-servers-for-revit
Enables Large Language Models to access and manipulate Autodesk Revit models th…
N/A N/A
60736
iammohit1311
Generates viral wishes, shayari, and status packs in Indic languages using MCP …
N/A N/A
60737
sandraschi
openbci-mcp Claim
MCP server for OpenBCI hardware via BrainFlow, enabling board connection, strea…
N/A N/A
60738
gituser5525
Enables searching and retrieving documentation files from a local docs folder u…
N/A N/A
60739
ABindoff
repro-mcp Claim
An MCP server that logs AI-assisted scientific computing sessions, capturing pr…
N/A N/A
60740
ktocdev
Provides a local MCP server for Claude Code to retrieve relevant documentation …
N/A N/A
60741
beom-trading
Run and backtest quantitative trading strategies using natural language descrip…
N/A N/A 95
60742
adithyalabs-ind
An integration server that connects to gpt-image-1 and Gemini imagen4 models, a…
N/A N/A 95
60743
AishwaryShrivastav
Code-aware browser testing agent — 13 Playwright tools for AI code editors via …
N/A N/A
60744
jxnxts
mcp-brasil Claim 1
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
81
60745
jarekbird
An MCP server that talks directly to Jira Cloud REST API v3 using static creden…
60746
SShadowS
MCP server for AL Object ID management in Microsoft Dynamics 365 Business Centr…
N/A N/A
60747
marmillas
Reusable MCP server for Python backend development with FastAPI, MongoDB, and S…
N/A N/A
60748
Joel-hanson
Enables natural language interaction with Django REST Framework APIs by auto-di…
60749
m9810223
tldraw-mcp Claim
Minimal MCP server for editing tldraw .tldr files via JSON manipulation. Headle…
N/A N/A
60750
Sequesign
Sequesign Claim
Cryptographically verifiable receipts of an agent's delegated work, verified of…
N/A N/A
Showing 60701–60750 of 66475 servers