MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51251
ppspps824
MCP server for accessing Claude Code plugins. Enables retrieving plugin lists a…
N/A N/A
51252
svnstfns
A Model Context Protocol (MCP) server that enables AI assistants to manage True…
51253
jorgeper
A simple demonstration server for the Model Context Protocol that provides tool…
N/A N/A 95
51254 N/A N/A 95
51255
xue20010808
testlocal Claim
N/A N/A 95
51256
surendranb
Transforms raw Google Search Console signals into actionable marketing insights…
51257
danielnguyenfinhub
Video MCP Claim
A local MCP server that gives Claude Desktop full video editing capabilities vi…
N/A N/A
51258
hkopenai
Enables querying Hong Kong private storage statistics such as completions, stoc…
51259
pipeworx-io
Enables access to federal regulatory dockets, documents, and public comments fr…
51260
ibidathoillah
Serve Indodax Public market data: server time, pairs, ticker, all tickers, summ…
51261
RavennaHQ
Allows LLMs to create, update, and retrieve tickets directly from the Ravenna h…
51262
adeeljames
A lightweight MCP server that provides Claude Desktop with persistent memory ac…
N/A N/A
51263
iamserge
Enables AI assistants to interact with Nexus projects, allowing management of p…
81
51264
cosimo
aidentity Claim
N/A N/A 95
51265 N/A N/A 95
51266
top
TopYappers Claim
# TopYappers Social media intelligence for AI agents. Access viral content dis…
81
51267
mycelia1
Enables AI assistants to generate Autodesk Fusion 360 Python scripts through na…
N/A N/A
51268
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
81
51269
caiuschrom-a11y
mcp-patent Claim
MCP server for USPTO patent prior-art search, enabling keyword search, ranking,…
51270
jrenaldi79
Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Doc…
51271
EmptyRabbit
基于Model Context Protocol (MCP) 的测试用例生成服务,让AI助手根据上下文自动生成Markdown格式的测试用例,并可导出为Xmi…
51272
gwizards
Enables AI assistants to generate 3D models, textures, and images via the Meshy…
51273
chexma
vibeMK Claim
Enables complete management of CheckMK monitoring environments through natural …
51274
pipeworx-io
Provides access to AlphaFold predicted protein 3D structures from EBI, enabling…
51275
gomission
Mission MCP Claim
Trust Graduation gate for AI agents: visible approval ceremonies and receipt-ba…
51276
v-clinic
Enables AI agents to manage virtual clinic data including patients, visits, dia…
N/A N/A
51277
the-firmament
claude-sync Claim
Local-first MCP server that enables multiple Claude agents to coordinate throug…
N/A N/A
51278
TCMPP-Team
Enables AI assistants to manage TCSAS miniprogram development tasks such as lau…
N/A N/A
51279
echoes-io
Enables AI integration with the Echoes storytelling platform, providing narrati…
N/A N/A
51280
geondongkim
Local-first shared memory and coordination layer for AI coding agents: reposito…
51281
alexpriest
swarm-mcp Claim
An MCP server that provides access to Foursquare Swarm check-in data, enabling …
51282
vaibhavpandeyvpz
wappmcp Claim
A WhatsApp Web MCP server that enables reading chats, contacts, and messages, a…
N/A N/A
51283
PublicDotCom
This MCP server connects AI assistants to a Public.com brokerage account, enabl…
51284
emercoin
Identity + memory layer for AI agents on the Emercoin blockchain — read open, w…
51285
iamrichardD
AI-optimized MCP server for PineScript v6 development, providing comprehensive …
N/A N/A
51286
bucketeer-io
Enables AI assistants to search and retrieve content from Bucketeer's feature f…
N/A N/A
51287
shreyyzsh
Integrates the US National Weather Service API with Claude Desktop to provide r…
81
51288
Edge-Explorer
Enables AI-powered GitHub interactions including repository analysis, code sear…
N/A N/A
51289
GrafeoDB
grafeo-mcp Claim
Enables AI agents to interact with an embedded graph database (GrafeoDB) via th…
51290
codingstark-dev
Enables users to check domain name availability across 877 TLDs, generate intel…
81
51291
fdslk
Enables crawling WeChat Official Account articles via the mp.weixin.qq.com sear…
N/A N/A
51292
bitsbound
mcp-server Claim
N/A N/A 95
51293
FuturixAI-and-Quantum-Works
A Model Context Protocol (MCP) server for ZeroDrive file management. It enables…
51294
xsg22
Enables querying and editing configuration items in Apollo Config Center using …
51295
koki-socialgist
decixa-mcp Claim
MCP server for Decixa that helps AI agents find and resolve APIs for tasks usin…
51296
agatho
Enterprise-grade MCP server with 107 tools for TrinityCore bot development, gam…
N/A N/A
51297
guinacio
Enables AI assistants to manage Google Calendar events, check availability, and…
N/A N/A
51298
codelev
An MCP server that enables AI to manage parties (companies and individuals) in …
51299
sameerbattoo
Bridges AI IDEs with AWS Bedrock AgentCore Gateway using Cognito OAuth and hard…
N/A N/A
51300
mohllal
Provides semantic search over markdown documentation using RAG, allowing natura…
N/A N/A
Showing 51251–51300 of 56925 servers