MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 22901 |
An All-in-One Model Context Protocol Server Package that integrates 14 MCP serv…
|
D 52 3⁄4 | ||||||||
| 22902 |
An MCP server designed for remote Linux kernel cross-compilation over Tailscale…
|
D 52 3⁄4 | ||||||||
| 22903 |
MCP Calculator Server
Claim
A lightweight TypeScript-based MCP server that demonstrates how to build custom…
|
D 52 3⁄4 | ||||||||
| 22904 |
Exposes provider-specific tools and relays HTTP requests to configured provider…
|
D 51 3⁄4 | ||||||||
| 22905 |
ones-wiki-mcp-server
Claim
A Spring AI MCP-based service for retrieving ONES Waiki content and converting …
|
D 51 3⁄4 | ||||||||
| 22906 |
An MCP server that diagnoses GitHub Actions workflow failures and automatically…
|
D 51 3⁄4 | ||||||||
| 22907 |
MCP server that provides container image vulnerability scanning and remediation…
|
D 51 3⁄4 | ||||||||
| 22908 |
A FastAPI-based server that enables executing SQL queries, managing database co…
|
D 51 3⁄4 | ||||||||
| 22909 |
cli
Claim
Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached…
|
D 51 3⁄4 | ||||||||
| 22910 |
This project implements a customizable MCP server to execute RTE protocol.
The…
|
D 50 3⁄4 | ||||||||
| 22911 |
Glean Remote MCP Server
Claim
Remote MCP Server that securely connects Glean Enterprise Knowledge with your I…
|
D 50 4⁄5 | ||||||||
| 22912 |
SaaS database MCP
Claim
SaaS database MCP
|
D 49 3⁄4 | ||||||||
| 22913 |
Enables AI assistants to perform CRUD operations on Supabase databases through …
|
D 49 3⁄4 | ||||||||
| 22914 |
visitbeijing
Claim
visitbeijing
|
D 48 3⁄4 | ||||||||
| 22915 |
Gemini CLI MCP Server
Claim
Bridges Google's Gemini CLI with MCP-compatible clients and integrates OpenRout…
|
D 48 3⁄4 | ||||||||
| 22916 |
缔零法则Lawgenesis
Claim
缔零法则MCP是基于LLM和RAG技术搭建的实现完全替代人力的全自动化风险识别的内容安全审查平台,致力于通过代理AI技术减少人力成本,高效高精度为用户提供分钟…
|
D 48 3⁄4 | ||||||||
| 22917 |
An MCP server and document upload API designed for RAG workflows with Weaviate …
|
D 48 3⁄4 | ||||||||
| 22918 |
Basic MCP Server
Claim
A minimal Model Context Protocol server template demonstrating basic implementa…
|
D 48 2⁄3 | ||||||||
| 22919 |
sonarqube-mcp-server
Claim
A Model Context Protocol (MCP) server that integrates with SonarQube to provide…
|
D 48 3⁄4 | ||||||||
| 22920 |
MCP server for web development with Khoros, Gainsight, and HigherLogic integrat…
|
D 48 2⁄5 | ||||||||
| 22921 |
fluidattacks-mcp
|
D 47 3⁄4 | ||||||||
| 22922 |
Search 13.7M+ USPTO trademarks. Clearance, phonetic matching, TTAB stats, analy…
|
D 46 2⁄5 | ||||||||
| 22923 |
Ssemble AI Clipping
Claim
Create AI-powered short-form video clips from YouTube videos using any AI assis…
|
D 45 2⁄4 | ||||||||
| 22924 |
short-form-data
Claim
Short-form video analytics, trend intelligence, and creator research across Tik…
|
D 45 2⁄4 | ||||||||
| 22925 |
meditation-recommender
Claim
|
D 45 2⁄4 | ||||||||
| 22926 |
PYTHIA THE ORACLE
Claim
An oracle for machines that need to think sideways. Feed it a creative problem;…
|
D 45 2⁄4 | ||||||||
| 22927 |
Voidly
Claim
Global censorship intelligence for AI agents. Real-time monitoring across 126 c…
|
D 45 2⁄4 | ||||||||
| 22928 |
price-sentinel
Claim
Short Summary:
Real-time financial auditor for the AI landscape. Resolves live…
|
D 45 2⁄4 | ||||||||
| 22929 |
MCP server for agent authentication, signed API requests, API key replacement, …
|
D 45 2⁄4 | ||||||||
| 22930 |
## Find Books You'll Actually Finish
You know what you like in a book,\
You ju…
|
D 45 2⁄4 | ||||||||
| 22931 |
Promptster
Claim
Test and compare prompts across any AI provider. Bring your own keys.
|
D 45 2⁄4 | ||||||||
| 22932 |
incwo
Claim
Connect incwo to your AI assistant to securely explore your CRM and business da…
|
D 45 2⁄4 | ||||||||
| 22933 |
data-connector
Claim
# Ask AI Data Connector
Connect 18+ e-commerce and business data sources to …
|
D 45 2⁄4 | ||||||||
| 22934 |
MCP Server for agents to onboard, pay, and provision services autonomously with…
|
D 45 2⁄4 | ||||||||
| 22935 |
# MCPHero Meta-MCP
Let your agent build its own tools. MCPHero Meta-MCP expose…
|
D 45 2⁄4 | ||||||||
| 22936 |
Rierino
Claim
Low-code MCP middleware development using microservices architecture for scalab…
|
D 45 3⁄4 | ||||||||
| 22937 |
ICME Preflight
Claim
Jailbreak-proof guardrails for AI agents. Policy enforcement powered by Automat…
|
D 45 2⁄4 | ||||||||
| 22938 |
Nimble MCP Server
Claim
The Nimble MCP Server gives AI agents the ability to search, extract, map, craw…
|
D 45 2⁄4 | ||||||||
| 22939 |
Your first AI Employee. Not suggestions. Not chat. Real work.
|
D 45 2⁄4 | ||||||||
| 22940 |
video-summarizer
Claim
BibiGPT is an AI-powered video and audio assistant that turns hours of conte…
|
D 45 2⁄4 | ||||||||
| 22941 |
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
|
D 45 2⁄4 | ||||||||
| 22942 |
反洗钱特别预防措施名单检索
Claim
反洗钱名单检索,在线检索反洗钱特殊预防措施名单。产品整合了联合国安理会制裁名单数据源,覆盖个人、实体、国家三类风险名单,提供快速、精准的洗钱风险筛查能力。
使…
|
D 45 2⁄4 | ||||||||
| 22943 |
The most comprehensive free MCP server for cosmetic regulatory intelligence. 12…
|
D 45 2⁄4 | ||||||||
| 22944 |
Analytics for business data: upload CSV or connect GA4/GSC, run ML/stats, get H…
|
D 45 4⁄5 | ||||||||
| 22945 |
test
|
D 45 2⁄4 | ||||||||
| 22946 |
Airtable
Claim
Connect AI tools to your Airtable bases. Search, create, and update records thr…
|
D 45 2⁄4 | ||||||||
| 22947 |
ThumbGate
Claim
MCP Memory Gateway captures explicit structured feedback from AI coding agents,…
|
D 45 2⁄4 | ||||||||
| 22948 |
### URL Shortener & Link Safety Scanner - MCP Server
The complete **URL manage…
|
D 45 2⁄4 | ||||||||
| 22949 |
options-analytics
Claim
Real-time options analytics MCP server. 23 tools covering gamma/delta/vanna/cha…
|
D 45 2⁄4 | ||||||||
| 22950 |
Kultur.dev
Claim
Cultural Intelligence Infrastructure for AI Agents. Analyze content for cultura…
|
D 45 2⁄4 | ||||||||