MCP Server Quality Scores

Independent quality analysis of 43634 public MCP servers

43634
Discovered
29477
Scored
2111
Verified
16952
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35451
depurecoindustrialvacuums-boop
Industrial vacuum configurator: 150+ products, 24 sectors, ATEX certifications,…
35452
stayce
Enables lookup, search, browsing, and explanation of WHO's International Classi…
35453
AjvoGod
powerbi-mcp Claim
MCP server for Power BI — local PBIX file analysis, cloud API operations, repor…
35454
lazymac2x
Cloudflare Workers MCP server: interactive-api-playground
35455
xiaobenyang-com
temp-notes Claim
Capture quick notes in a single workspace. Read, write, and append ideas effort…
N/A N/A 95
35456
kyo504
krx-cli Claim
Enables AI agents to query real-time and historical Korean stock market data fr…
35457
gyrationtechs
Enables sending emails and managing webhooks through the SendLayer API. Support…
81
35458
cybeleri
Database admin MCP: schema inspection, query optimization for PostgreSQL and My…
N/A N/A 81
35459
BabyManisha
mdnlookup Claim
Enables searching and summarizing MDN Web Docs documentation directly from MCP-…
35460
mathisto
Context-aware web fetching for LLMs, providing 7 tools to check page size, fetc…
35461
ryaker
A Model Context Protocol server that enables Claude to interact with MongoDB da…
35462
hslee16
archy Claim
Architectural sensor for Python codebases.
N/A N/A
35463
clauxel
Paid remote MCP for schema drift checks, approvals, receipts, and release audit…
35464
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…
35465
teradata-labs
An MCP server that provides comprehensive monitoring and management capabilitie…
35466
harshitAgr
codabench-mcp Claim 1
MCP server for the Codabench REST API — drives a full ML-benchmark participant …
N/A N/A 83
35467
fastmcp-me
A simple MCP server that exposes datetime information to agentic systems and ch…
35468
jrenaldi79
Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Doc…
35469
12211725-star
A real security scanning MCP server for medical information systems, supporting…
35470
schwarztim
This MCP server enables AI assistants to control Ligolo-ng operations on a remo…
35471
himanshusaleria
events-mcp Claim
Discover tech events, startup meetups, AI events across 8 cities — including hi…
35472
kunwar-shah
claudex Claim
Persistent memory + FTS5 full-text search for Claude Code conversation history.…
N/A N/A
35473
rev2ret
Model Context Protocol (MCP) server for static C/C++ memory-safety scanning and…
N/A N/A
35474
Zman504
Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold …
35475
obra
Enables direct browser control via Chrome DevTools Protocol, supporting navigat…
N/A N/A
35476
s9hn
Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM t…
N/A N/A
35477
alraico
fffinstill Claim
MCP server for fffinstill — A Research Lab for Your Investment Ideas
35478
wlkr73
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
81
35479
bojanrajkovic
mcp-paprika Claim
MCP server for Paprika recipe manager enabling search, CRUD operations, grocery…
35480
olane-labs
cosync-local Claim
Local encryption and project setup plugin for CoSync. Keys never leave your mac…
N/A N/A 95
35481
ChanceFlow
godot-mcp Claim
Enables AI assistants to interact with the Godot game engine, including launchi…
N/A N/A
35482
fieldcure
outbox Claim
Multi-channel messaging MCP server for Slack, Telegram, Email, KakaoTalk, and D…
N/A N/A
35483
iceleaf916
An MCP server that enables language models to query and manage Gerrit code revi…
N/A N/A
35484
nerdydata
mcp Claim
Search websites by source code, technology stack, analyze domains, and download…
N/A N/A 83
35485
a2cr
A2CR Claim
Save WorkBaton checkpoints and WorkStash notes for AI agent handoffs.
N/A N/A
35486
cesarliws
dext Claim
Dext - Modern Full Stack Framework for Delphi
N/A N/A PA
35487 81
35488
hurryupmitch
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama…
81
35489
cyanheads
Real-time transit stops, routes, arrivals, vehicle positions, and schedules via…
35490
rikard2
lemonado-mcp Claim
N/A N/A 95
35491
czabriskie
mcp-server Claim
An MCP server that provides weather and time tools, enabling users to get curre…
35492
Bowenwin
MCP server for crawling social media platforms (e.g., Bilibili) by keywords, vi…
N/A N/A
35493
code-pumpkin
Enables persistent SSH sessions and SFTP file transfers with native GUI credent…
N/A N/A 95
35494
kcbdev
Provides unified access to Moroccan government data, financial markets, geograp…
35495
joegra2003
metamodel Claim
AI-callable calculators and engineering models with real formulas. No hallucina…
N/A N/A 95
35496
SatyamSingh8306
mcp_arena Claim
A production-ready Python library for building MCP servers with agent orchestra…
N/A N/A
35497
saluca-labs
tartarus-mcp Claim
A local-first MCP memory server providing persistent, searchable memory for AI …
N/A N/A
35498
axel-belfort
DEX swap quote API for AI agents. Best swap quotes across Uniswap V2/V3, SushiS…
81
35499
dejo1307
enola Claim
enola - MCP Architectural Snapshot Server and Knowledge Graph
N/A N/A
35500
universal-mcp
Provides a standardized interface for interacting with Coda's tools and service…
Showing 35451–35500 of 43634 servers
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