MCP Server Quality Scores

Independent quality analysis of 60387 public MCP servers

60387
Discovered
29945
Scored
2112
Verified
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60251
swarmclawai
swarmskills Claim
A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 to…
N/A N/A
60252
saveomargaya2015
voxpact Claim
MCP server exposing 10 tools for interacting with the Voxpact AI agent marketpl…
81
60253 N/A N/A 95
60254
aliboIly
Tripwire Claim
MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and rev…
N/A N/A
60255
nokia
Enables AI agents to manage infrastructure through natural language queries to …
60256
larasrinath
A read-only MCP server for Anaplan that exposes 5 tools for business users to e…
60257
PascaleBeier
HitKeep Claim
Read-only MCP server for aggregate HitKeep analytics and official documentation…
60258
block
Enables AI agents to interact with Jupyter notebooks via MCP tools for querying…
60259
Anirudhx7
suitecrm-mcp Claim
Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-en…
N/A N/A
60260
storybookjs
addon-mcp Claim
Help agents automatically write and test stories for your UI components.
N/A N/A 95
60261
Zleub
A standalone MCP server for read-only encyclopedia search and retrieval of Leek…
N/A N/A
60262
VasiHemanth
Live X (Twitter) and web search for any coding agent through your existing Grok…
N/A N/A
60263
maximbilan
Enables Claude to search and retrieve articles from the Sneaky Sasquatch game w…
N/A N/A
60264
takafu
repl-mcp Claim
Enables creation and management of persistent REPL sessions for various languag…
N/A N/A
60265
et-do
Myelin Claim
Myelin provides persistent, brain-inspired memory for AI agents, enabling cross…
N/A N/A
60266
brunonuzzi
Acts as a gateway to interface with the Evolution API, exposing an MCP server v…
60267
MCP server providing personalized greetings with AI-powered tools using Spring …
N/A N/A 81
60268
donald-ada
clickhouse Claim
Enables AI assistants to query and manage ClickHouse databases, supporting SELE…
60269
printyourduck
Find and submit local 3D print files for manual PrintYourDuck quote review.
60270
Artoxem
A full-featured Model Context Protocol server that gives AI assistants real-tim…
N/A N/A
60271
jung-jin-lee
paldo-mcp Claim
MCP server providing access to 1M synthetic Korean personas based on KOSIS stat…
N/A N/A
60272
IamRamgarhia
memorybridge Claim
Cross-tool AI memory MCP server for Claude Code, Cursor, Antigravity, Windsurf,…
N/A N/A
60273
jsamuel1
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
N/A N/A
60274
nahisaho
MCP server for information collection, text analysis, and content generation, e…
N/A N/A
60275
simon-archer
Forwards messages to the Designsystemet assistant endpoint, enabling access thr…
60276
FedericoSRT
clickup Claim
N/A N/A 95
60277
xodn348
ClawPay Claim
Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…
N/A N/A
60278
Lone-Star-AI
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
N/A N/A 95
60279
iamfaham
Provide seamless access to investor data through a dedicated MCP server. Enable…
N/A N/A 95
60280 81
60281
zhongwencool
Enables AI assistants to manage TickTick/Dida365 tasks, projects, and tags thro…
60282
dzunglaviet
Shopify MCP Claim
Enables natural language management of Shopify stores, including orders, custom…
60283
xhaiben
test-mcp Claim
N/A N/A 95
60284
cbuntingde
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
81
60285
Rexi-sh
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
81
60286
yusukebe
A TODO management MCP server using Cloudflare Workers and D1 database, enabling…
60287
sandraschi
openbci-mcp Claim
MCP server for OpenBCI hardware via BrainFlow, enabling board connection, strea…
N/A N/A
60288
brownjl01
Turns your UniFi Network Controller into programmable tools for querying and mo…
N/A N/A
60289
Alex-eng-ux
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
N/A N/A
60290
wyre-technology
A legacy MCP server for Avanan cloud email security, providing tools to manage …
60291
Roxanne299
MCP server that proxies GPT API calls for Claude Code, supporting multiple GPT …
60292
appmashop
MaShop MCP Claim
Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any …
60293
TOOEASY-crew
Enables querying Shopify store data (products, customers, orders) via GraphQL A…
60294
bartolli
codanna Claim
Local code intelligence MCP server and CLI for AI coding agents
N/A N/A
60295
UnbearableDev
Security audit for docker-compose.yml — 25 checks: secrets, privileges, network…
60296
ncsound919
VibeServe Claim
A production-grade MCP server that turns natural language intent into fully-arc…
60297
camoran89
mcp-commits Claim
MCP server providing commit rules with SemVer and conventional commits format f…
60298
BACH-AI-Tools
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
81
60299
danntking
A Model Context Protocol (MCP) server that enables AI assistants to perform com…
N/A N/A
60300
nitram509
Enhanced Model Context Protocol (MCP) server for Odoo ERP with advanced tools f…
Showing 60251–60300 of 60387 servers