MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35951
henryperkins
Enables AI assistants to manage Azure AI Search services, including indexes, do…
N/A N/A
35952
plugrail
Japanese holiday and business-day calculations using official Japan Cabinet Off…
35953
djsamseng
blpapi-mcp Claim
Enables access to Bloomberg financial data via MCP, requiring a Bloomberg Termi…
N/A N/A
35954
holger1411
A powerful MCP server that enables AI assistants like Claude to access, analyze…
35955
DanWahlin
Transforms code repositories into interactive, themed adventures for exploratio…
N/A N/A
35956
ragmha
Enables AI clients to read and write local Apple Books library, collections, an…
N/A N/A
35957
jyou-syo
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
N/A N/A
35958
acekapila
A Model Context Protocol (MCP) server that provides integration with Things 3 a…
N/A N/A
35959
angelkurten
ppa-mcp Claim
Anti-procrastination MCP server using ClickUp for task management. Enables capt…
35960
edutacara
MCP server for network operations that lets AI assistants interact with Cisco/J…
N/A N/A
35961
asgard-ai-platform
mcp-uof Claim
Wraps UOF (U-Office Force) SOAP/ASMX WebServices as MCP tools, enabling AI agen…
N/A N/A
35962
RobertoDure
Enables scanning IP addresses for vulnerabilities using Nmap and API-based chec…
35963
BlueprintAIx
Enables AI assistants to discover, evaluate, and execute DeFi yield strategies …
N/A N/A
35964
seabearDEV
Reverie Claim
CLI + MCP server that bootstraps persistent project context for any AI agent, s…
N/A N/A
35965
42Research
Enables crash dump analysis and kernel debugging by integrating the real crash …
N/A N/A
35966
snapspecter
Transforms mitmproxy into a toolset for AI agents to inspect, modify, and repla…
N/A N/A
35967
urbanmorph
Description: Query India's open geo data in natural language. 8 tools: list lay…
35968
Tobewont
An MCP server that provides complete Kubernetes API operations, enabling cluste…
N/A N/A
35969
apiclaw
Real-time Amazon data API built for AI agents. 200M+ products, 1B+ reviews, liv…
81
35970
thomasblc
skillsindex Claim
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
N/A N/A 95
35971
gandli
Yanyue MCP Claim
Enables searching and retrieving cigarette product information from Yanyue.cn, …
81
35972
PDBeurope
Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…
35973
LemmeBuyIt
Search 86 US retailers — 260M+ products with real-time pricing, stock, and pric…
35974
Spacetime-Technology
safehold Claim
Local, encrypted MCP vault for passports, IDs, visas and photos. You control ac…
N/A N/A
35975
gigimento
Enables AI assistants to interact with SQL Server databases through tools for c…
N/A N/A
35976
YiyangLi
Enables Claude to manage Okta organizations, including users, groups, and appli…
35977
meshy-dev
Enables AI agents to create, manage, and download 3D models, textures, images, …
N/A N/A
35978
skyttedk
email-mcp Claim
Enables Claude to read, search, draft, send, flag, and move email across multip…
N/A N/A
35979
sampritidas
A minimal MCP server with sample tools, resources, and prompts, plus an aggrega…
N/A N/A
35980
swayammaheshwari
docstar-mcp Claim
Automates documentation updates by analyzing git changes and using an LLM to ge…
N/A N/A
35981
edvardlindelof
notes-mcp Claim
A simple MCP server for chatbot/human collaborative management of text content …
N/A N/A
35982
balakumardev
Unlimited, session-authenticated web search and fetch for AI tools using your o…
N/A N/A
35983
buYoung
personal-mcp Claim
MCP server that bridges coding agents (Claude Code, Codex, Gemini CLI) via ACP …
N/A N/A
35984
Odybook
Enables AI assistants to search tours, check availability, and manage bookings …
N/A N/A
35985
developer2013
bricks-mcp Claim
Comprehensive MCP server for Bricks Builder with 100+ tools to manage pages, te…
N/A N/A
35986
Chrisvlj
qaLabMcp Claim
A local MCP server providing 7 QA testing tools for client validation, test cas…
N/A N/A
35987
RafaelC457ro
MCP server for semantic code search and dependency graph analysis. Indexes code…
N/A N/A
35988
alfi-j
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
N/A N/A 95
35989
mi60dev
Eyes for AI coding agents: deterministic MCP server that tells the LLM which CS…
N/A N/A
35990
Therealratoshen
Combines Band AI platform control with ShortcutSistem digital marketing tools f…
35991
First-Cast-Solutions-LLC
Enables AI assistants to interact with the full Mistral AI API, including chat …
35992
SterlingChin
Enables Claude to access real-time weather data and alerts, including forecasts…
35993
dcpurnell
Enables AI assistants to manage Microsoft 365 and Outlook calendars through the…
81
35994
elimyliu
Wraps HyperFrames CLI as MCP tools, enabling AI agents to create, preview, and …
N/A N/A
35995
greg0r1
Enables Claude Desktop to manage your LinkedIn profile and company pages, inclu…
N/A N/A
35996
XiaYeAI
Provides a Model Context Protocol server to integrate Vercel API for managing p…
35997
kentaroajisaka
Provides access to Japanese corporate-led childcare regulations, laws, guidelin…
35998
m2ai-mcp-servers
MCP server for clinical charting with Claude (codename: Ratchet) - Enables Clau…
35999
artokun
comfyui-mcp Claim
MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, ma…
N/A N/A
36000
Subaru486desuwa
Wraps the Micu image API as an MCP server for generating, editing, batch proces…
Showing 35951–36000 of 66549 servers
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