MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41301
Brhiza
mingyu Claim
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 s…
N/A N/A
41302
SystemCraftsman
Command Line Interface for the Strimzi Kafka Operator
N/A N/A
41303
mrocker
cardzero-mcp Claim
Gives AI agents a smart-contract wallet on Base (USDC) with 10 stdio tools: cre…
41304
octolens
Octolens Claim
Stop context-switching between work and social platforms. Monitor brand mention…
N/A N/A 95
41305
Pritrj
A production-ready Model Context Protocol server built with FastAPI, featuring …
81
41306
Wide-Moat
MCP server that gives any LLM its own computer — managed Docker workspaces with…
N/A N/A
41307
High-Impact-Athletes
Twenty MCP Claim
A remote MCP server that connects Claude to a Twenty CRM workspace, enabling us…
81
41308
vwww-droid
Mira Claim
🔬 Mobile runtime detection workbench for AI (iOS and Android)
N/A N/A C
41309
xuanlinAI
overmind Claim
玄霖超脑 · 无量网络 v4 重构版— 66 模块6通道 AI 认知神经系统 · 装一次,你所有的 AI 工具从此共享一个永远不失忆的大脑。跨会话记忆 · 多…
N/A N/A
41310
dot-RealityTest
Local-first Obsidian vault MCP server for Codex, Claude Desktop, and other MCP …
N/A N/A
41311
DomDemetz
claude-soul Claim
Self-improving learning engine for Claude Code. Extracts signals from every ses…
N/A N/A
41312
Panelica
panelica-mcp Claim
Enables natural language interaction with a Panelica hosting panel to manage do…
41313
Xquik-dev
tweetclaw Claim
OpenClaw plugin to search tweets, search replies, post tweets, export followers…
N/A N/A
41314
leandrosflora
MCP server for orchestrating the consignado loan journey via WhatsApp agent, ce…
41315
leadbay
LeadClaw Claim
MCP server that enables AI agents to discover and qualify B2B leads from Leadba…
41316
cosimo
aidentity Claim
N/A N/A 95
41317
naivedhya27-cmyk
An MCP server that exposes SOC2 and HIPAA compliance remediation logic as struc…
41318
lukasz
poppy Claim
N/A N/A 95
41319
ThinkneoAI
mcp-server Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
81
41320
IBM
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, o…
N/A N/A
41321
bgauryy
octocode Claim
MCP server for semantic code research and context generation on real-time using…
N/A N/A
41322
annas-tracksuit
Enables remote MCP client connections with WorkOS AuthKit authentication, suppo…
81
41323
MarceloCaporale
Portable, auditable, local-first MCP memory for MCP-compatible AI agents and co…
N/A N/A
41324
qasper
Qasper Claim
Search, get info, check availability, get price quotes, send inquiries, and boo…
81
41325
chris
jules-orc Claim
N/A N/A 95
41326 N/A N/A 95
41327
mirelia
# Mirelia AI-Ready Patent Intelligence (MCP Server) A fully autonomous, machin…
81
41328
unravel-team
MCP Analyst Claim
Enables Claude to analyze local CSV or Parquet files, handling larger datasets …
N/A N/A
41329
IvanYangYangXi
让 DCC 工具通过 MCP 协议接入 AI Agent 的桥接框架 | Bridge DCC tools to AI Agents via MCP prot…
N/A N/A
41330
nima
axint Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
81
41331
Vitalini
ebb-ai Claim
Carbon-aware MCP scheduler that defers "do it later" / "by tomorrow" / "overnig…
N/A N/A
41332
AboJad2026
Enables AI assistants to interact with Unity Editor through the Model Context P…
N/A N/A 95
41333
KatoMato65
time-mcp Claim
Simple MCP server that tells the time
N/A N/A 95
41334
ratph6
mc-mod-mcp Claim
Provides grounded answers for writing Minecraft mods, targeting 1.8.9 and 1.21.…
N/A N/A
41335
constripacity
Session checkpoint & recovery for Claude Code: resume, search, tag, and export …
N/A N/A 95
41336
egroup-labs
kept Claim
Search, archive, and recall your AI conversations. ChatGPT, Claude, Gemini, Gro…
N/A N/A
41337
ruchit
mcpgsc Claim
N/A N/A 95
41338
posimyth
sproutos Claim
AI-powered WordPress MCP plugin | Give AI agents full access to your pages, the…
N/A N/A
41339
RoscoNL
intodns-mcp Claim
MCP server for IntoDNS.ai providing 36 free tools for DNS, DMARC, SPF, DKIM, BI…
41340
claude-dev-suite
Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code…
N/A N/A
41341
ggui-ai
ggui Claim
The universal interface layer between AI agents and humans. Generate rich UIs o…
N/A N/A
41342
beautyfree
mcp-telegram Claim
Telegram MCP server (MTProto). Connect Claude, Cursor, Claude Code, VS Code, Co…
N/A N/A
41343
zeroentropy-ai
mcp-zeroentropy Claim 1
MCP Server for ZeroEntropy collections, top documents and rerankers
N/A N/A 95
41344
bischoff99
Enables comprehensive shipping and order management through EasyPost and Veeqo …
81
41345
twhid
first-dibs Claim
N/A N/A 95
41346
wya5217799
simulink-mcp Claim
Give AI agents structured access to Simulink models via the MATLAB Engine for P…
N/A N/A
41347 N/A N/A 95
41348
tuanknguyen
Enables interacting with Amazon Redshift databases through SQL queries, schema …
41349
shaanmajid
Unified access to prediction market data from Kalshi and Polymarket, enabling n…
41350
context-engineering
sutra Claim
N/A N/A 95
Showing 41301–41350 of 43459 servers
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