MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53151
govind
govind_1234 Claim
N/A N/A 95
53152
chrischall
zola-mcp Claim
Zola wedding planning for Claude — vendors, budget, guests, seating, registry, …
N/A N/A
53153
gifro10
Provides 15 geospatial utility tools for AI agents, covering coordinate transfo…
53154
Crsuraj1
btdiag Claim
Enables AI agents to control Bluetooth audio devices via MCP tools, including b…
N/A N/A
53155
DekryptLabs
DLBrowser Claim
Self-healing web access for AI agents — recovers through bot blocks, captchas a…
N/A N/A
53156
bosch-buderus-wp
Enables LLM applications to query and visualize data from Bosch/Buderus heat pu…
N/A N/A 95
53157
kingithegreat
yt-dlp-mcp Claim
Wraps yt-dlp to enable MCP-compatible clients to look up video metadata and dow…
N/A N/A
53158
EddJesus
Enables searching and retrieving free photos and videos from Pexels using natur…
N/A N/A
53159
Anirudhx7
suitecrm-mcp Claim
Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-en…
N/A N/A
53160
Xavierfok
Browse the web and run Google search through real Singapore mobile carrier IPs.
53161
ShunkiOgino
ask-ogino Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
53162
tboome33
Routes Claude MCP tool calls to multiple Obsidian vaults (local or remote) via …
53163
AjithJS99
solana-mcp Claim
Enables AI agents to interact with the Solana blockchain for DeFi, NFTs, and We…
N/A N/A
53164
Xevos117
mcp-zotero Claim
A Model Context Protocol server for Zotero integration that gives any LLM full …
N/A N/A
53165
BlueBridge-E
MCP server for managing Tencent Cloud Lighthouse servers, enabling natural lang…
53166
robertredbox
Empowers users to search and analyze mobile apps via the AppTweak API, providin…
N/A N/A 95
53167
ptriato
vallt Claim
API credential manager for Claude Code. Connect services, store keys in keychai…
N/A N/A 95
53168
drjerryrelth
GoHighLevel (GHL) MCP server. 212 tools across 43 modules including the only pr…
N/A N/A
53169
j-sulliman
hopgraph Claim
Verify Australian and New Zealand businesses against government registers via a…
N/A N/A 95
53170
ShellyDeng08
MCP server enabling AI assistants to search, analyze, and generate content for …
N/A N/A
53171
aistripes
Read-only airport delay, weather, and 24h forecast tools for AI assistants. Air…
53172
morais
00Widget Claim
Publish status cards and Live Activities to iOS widgets, the Lock Screen, and t…
53173
huikku
Enables LLMs to interact with Kitsu production tracker via its Zou API, providi…
53174
axnet
swap Claim
Axnet Swap: An atomic, Request-First Solana execution layer for AI agents using…
81
53175
AbdeeBuilds
github-mcp Claim
GitHub MCP server for Claude Code, Cursor, Cline, Windsurf, and any MCP-compati…
53176
Mart1M
Enables AI assistants to access and retrieve Penpot boards and design tokens.
53177
lovieco
Form companies, manage bank accounts, cards, invoices and more — directly from …
53178
phoenix581228
An intelligent AI assistant routing and management platform that integrates 107…
N/A N/A 95
53179
hc0061365
A simple MCP server that provides greeting tools such as hello and greet_multip…
N/A N/A
53180
tori-create-7991
transit-mcp Claim
MCP server for Japanese public transit journey planning with interactive map UI…
53181
CarlosMaroRuiz
MiAsistente Claim
A FastMCP server that provides mathematical tools (addition, multiplication, te…
N/A N/A
53182
JayantCBX
Enables querying Google Search Console and Google Analytics 4 data to retrieve …
81
53183
samsolomon
Provides AI coding agents real-time browser access to console logs, network req…
N/A N/A
53184
workspace
Ghost MCP Claim
An MCP server for interacting with Ghost CMS blogs through AI assistants, suppo…
53185
Dark-Night0
GhidraMCP Claim
ghidraMCP is an MCP server that allows LLMs to autonomously reverse engineer ap…
N/A N/A
53186
Anchal-Verma04
Provides tools to extract key facts from study notes, generate quizzes, and gra…
N/A N/A
53187
spreedly
Enables AI assistants to manage payments via Spreedly API, including gateways, …
53188
geraservicesuk
mcp-gerasure Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
N/A N/A 95
53189
aaronsb
Provides tools for interacting with Targetprocess, a project management and agi…
81
53190
AiAgentKarl
Enables AI agents to discover, register, and rate services in a decentralized a…
53191
rebelice
Validates schema files against customizable lint rules using Claude or Gemini A…
N/A N/A
53192
dubnium0
ffmpeg-mcp Claim
Enables comprehensive video/audio processing, analysis, and streaming via natur…
N/A N/A
53193
lildaddyo
Persistent knowledge-base MCP server. Semantic search with source citations ove…
53194
herotech101
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
N/A N/A
53195
jieyangxchen
Enables AI to query your personal package tracking information from Taobao, JD,…
53196
douglasgan
asktian Claim
Chinese metaphysics (bazi 八字, qimen 奇門, 5-element, daily 干支) as decision-suppor…
53197
Kubudak90
Enables an AI agent to act as a merchant, selling catalog items and issuing USD…
53198
brucehe3
Extracts content from Douyin, Bilibili, Xiaohongshu, and Zhihu, and generates i…
53199
zoharbabin
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
53200
artgas1
xmlriver-mcp Claim
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver X…
N/A N/A
Showing 53151–53200 of 67226 servers