MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45401
xiaobenyang-com
review-code Claim
生成统一的代码评审提示,覆盖整体、单文件与差异审查场景。解析审查文本中的总分,输出标准化评分。帮助团队规范评审流程、提升代码质量与一致性。
N/A N/A 95
45402
CSOAI-ORG
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
45403
xiaobenyang-com
smart-search Claim
搜索GitHub、StackOverflow、NPM、官方文档与中文技术社区,快速定位权威答案。聚合跨站结果,直达React、Vue、Node.js、微信与云…
N/A N/A 95
45404
xyzdevvv
Nuvio-MCP Claim
A framework that helps developers quickly build AI Native IDE products.
N/A N/A 95
45405
zhouxiangjing
mcp-ssh Claim
MCP server for remote Linux/Unix server management via SSH, enabling command ex…
N/A N/A
45406
stevTresCloud
Enables spawning and managing multiple Claude Code agents in parallel with mode…
N/A N/A
45407
abhishek2024.design
habitify Claim
N/A N/A 95
45408
IvanKlymenko
keycrm-mcp Claim
A Model Context Protocol server that lets Claude manage keyCRM catalogue, stock…
N/A N/A
45409
estebanhiguitad
Enables interaction with Trello boards, lists, and cards using the Model Contex…
45410
ShyaM-SqS
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
N/A N/A 95
45411 N/A N/A 95
45412
nexus-financial Claim 1
Crypto signals, Kalshi prediction markets, wallet AML. x402 USDC on Base.
N/A N/A 81
45413
snaggle-ai
Connect any HTTP/REST API server using an Open API spec (v3)
N/A N/A 95
45414
yoelbassin
gnuradioMCP Claim 1
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
N/A N/A 95
45415
NikolaienkoIgor
Enables autonomous agents to validate, audit, and correct e-invoices against Eu…
45416
openascot
Enables AI assistants and CLI tools to explore and analyze datasets from 600+ g…
81
45417
jkmills
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
45418
thomasjerard
Enables natural language queries to PostgreSQL by converting questions to SQL u…
N/A N/A
45419
Wave-Engineering
A flight recorder for Claude Code that captures tool calls and observations int…
N/A N/A
45420 N/A N/A 95
45421
siddiquesahabaj
CoordMCP Claim
A coordination server that enables multiple AI coding agents to work together o…
N/A N/A
45422
codelev
An MCP server that enables AI to manage parties (companies and individuals) in …
45423
xiaobenyang-com
public_promo Claim
N/A N/A 95
45424
Vannelier
Validates email addresses and URLs in real time using actual DNS, HTTP, and DNS…
81
45425
kochava
## Kochava for Advertisers - Official MCP Server A comprehensive connector for…
81
45426
luanpdd
kit-mcp Claim
An opinionated brownfield planning workflow (PT-BR) with agents, slash-commands…
N/A N/A
45427
srotzin
Multi-jurisdictional AI compliance readiness scoring with sourced penalty math.
45428
SerifeusStudio
threlte-mcp Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
N/A N/A
45429
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
81
45430
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
45431
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
81
45432
atharv.sp
jaamun Claim
N/A N/A 95
45433
BradMorphsters
Enables AI assistants to query and analyze local personal finance data from Tus…
N/A N/A
45434
aaqqjj
Enables AI assistants to maintain persistent conversations and context between …
N/A N/A 95
45435
Peterl561
A read-only interface for querying InstantDB that dynamically loads schemas and…
81
45436
vmanoilov
think Claim
N/A N/A 95
45437
jordan-s648
Real-time Polymarket analytics for AI agents. Query live prediction market data…
81
45438 N/A N/A 95
45439
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
N/A N/A 95
45440
yigitkonur
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
N/A N/A 95
45441
Chrisp671
An Obsidian plugin that provides embedded AI agent terminals and an MCP server …
N/A N/A
45442
Odyssey365App
mcp-server Claim
Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리
N/A N/A 83
45443
Purv123
A specialized monitoring solution that enables users to create and manage synth…
N/A N/A 95
45444
myraffy
homelab-mcp Claim
Enables management of homelab infrastructure, including Docker/Podman container…
N/A N/A
45445
puran-water
Enables language-model agents to create, modify, analyze, and persist process-e…
N/A N/A
45446
GreenSheep01201
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
81
45447
irahulstomar
brain-mcp Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
N/A N/A
45448 N/A N/A 95
45449
xiaobenyang-com
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
N/A N/A 95
45450
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
Showing 45401–45450 of 45732 servers
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