MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
22901
lofibrainwav
BANANA-MCP Claim
An All-in-One Model Context Protocol Server Package that integrates 14 MCP serv…
D 52 34 48 19 81
22902
arttttt
kernel-build-mcp Claim 1
An MCP server designed for remote Linux kernel cross-compilation over Tailscale…
D 52 34 45 27 81
22903
Aditya24023022
A lightweight TypeScript-based MCP server that demonstrates how to build custom…
D 52 34 36 42 81
22904
econ-watch
Exposes provider-specific tools and relays HTTP requests to configured provider…
D 51 34 42 27 81
22905
brianxiadong
A Spring AI MCP-based service for retrieving ONES Waiki content and converting …
D 51 34 50 14 81
22906
Siddharth-Basale
An MCP server that diagnoses GitHub Actions workflow failures and automatically…
D 51 34 41 28 81
22907
rootio-avr
root Claim
MCP server that provides container image vulnerability scanning and remediation…
D 51 34 36 31 86
22908
SuryaNangunuri31
A FastAPI-based server that enables executing SQL queries, managing database co…
D 51 34 42 25 81
22909
endorhq
cli Claim
Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached…
D 51 34 48 17 81
22910
abstracta
This project implements a customizable MCP server to execute RTE protocol. The…
D 50 34 36 33 81
22911
gleanwork
Remote MCP Server that securely connects Glean Enterprise Knowledge with your I…
D 50 45 52 0 73 81
22912
tymonTe
SaaS database MCP
D 49 34 44 13 81
22913
CloudMediaServices
Supabase MCP Server Claim 1
Enables AI assistants to perform CRUD operations on Supabase databases through …
D 49 34 42 18 81
22914
solution9th
visitbeijing Claim
visitbeijing
D 48 34 42 16 81
22915
centminmod
Bridges Google's Gemini CLI with MCP-compatible clients and integrates OpenRout…
D 48 34 36 25 81
22916
lawgenesis
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 34 32 30 81
22917
vbhasker
weaviate-mcp Claim 2
An MCP server and document upload API designed for RAG workflows with Weaviate …
D 48 34 33 30 81
22918
alexcz-a11y
A minimal Model Context Protocol server template demonstrating basic implementa…
D 48 23 N/A 0 95
22919
sapientpants
A Model Context Protocol (MCP) server that integrates with SonarQube to provide…
D 48 34 26 39 81
22920
copilot-mcp Claim 2
MCP server for web development with Khoros, Gainsight, and HigherLogic integrat…
D 48 25 28 67
22921
fluidattacks
fluidattacks-mcp Claim
fluidattacks-mcp
D 47 34 40 12 81
22922
Search 13.7M+ USPTO trademarks. Clearance, phonetic matching, TTAB stats, analy…
D 46 25 24 67
22923
ssemble
Create AI-powered short-form video clips from YouTube videos using any AI assis…
D 45 24 10 81
22924
virlo
Short-form video analytics, trend intelligence, and creator research across Tik…
D 45 24 10 81
22925 D 45 24 10 81
22926
dexigo
An oracle for machines that need to think sideways. Feed it a creative problem;…
D 45 24 10 81
22927
voidly
Voidly Claim
Global censorship intelligence for AI agents. Real-time monitoring across 126 c…
D 45 24 10 81
22928
krugex
Short Summary: Real-time financial auditor for the AI landscape. Resolves live…
D 45 24 10 81
22929
authproof
Authproof Claim 1
MCP server for agent authentication, signed API requests, API key replacement, …
D 45 24 10 81
22930
catalo-ai
## Find Books You'll Actually Finish You know what you like in a book,\ You ju…
D 45 24 10 81
22931
promptsterhq
Promptster Claim
Test and compare prompts across any AI provider. Bring your own keys.
D 45 24 10 81
22932
incwo
incwo Claim
Connect incwo to your AI assistant to securely explore your CRM and business da…
D 45 24 10 81
22933
ask-ai
# Ask AI Data Connector Connect 18+ e-commerce and business data sources to …
D 45 24 10 81
22934
inflowpay
inflow Claim 1
MCP Server for agents to onboard, pay, and provision services autonomously with…
D 45 24 10 81
22935
mcphero
# MCPHero Meta-MCP Let your agent build its own tools. MCPHero Meta-MCP expose…
D 45 24 10 81
22936
rierino-open
Rierino Claim
Low-code MCP middleware development using microservices architecture for scalab…
D 45 34 36 12 81
22937
icme-labs
Jailbreak-proof guardrails for AI agents. Policy enforcement powered by Automat…
D 45 24 10 81
22938
nimble
The Nimble MCP Server gives AI agents the ability to search, extract, map, craw…
D 45 24 10 81
22939
wcsdproducer
Your first AI Employee. Not suggestions. Not chat. Real work.
D 45 24 10 81
22940
bibigpt
BibiGPT is an AI-powered video and audio assistant that turns hours of conte…
D 45 24 10 81
22941
stockfilm
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
D 45 24 10 81
22942
gsyu-mcp-server
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 24 10 81
22943
twohalves
The most comprehensive free MCP server for cosmetic regulatory intelligence. 12…
D 45 24 10 81
22944
embeddedlayers
analytics Claim
Analytics for business data: upload CSV or connect GA4/GSC, run ML/stats, get H…
D 45 45 52 0 48 81
22945 D 45 24 10 81
22946
arjunkmrm
Airtable Claim
Connect AI tools to your Airtable bases. Search, create, and update records thr…
D 45 24 10 81
22947
rlhf-loop
ThumbGate Claim
MCP Memory Gateway captures explicit structured feedback from AI coding agents,…
D 45 24 10 81
22948
clipi
### URL Shortener & Link Safety Scanner - MCP Server The complete **URL manage…
D 45 24 10 81
22949
FlashAlpha
Real-time options analytics MCP server. 23 tools covering gamma/delta/vanna/cha…
D 45 24 10 81
22950
kultur-dev
Kultur.dev Claim
Cultural Intelligence Infrastructure for AI Agents. Analyze content for cultura…
D 45 24 10 81
Showing 22901–22950 of 30006 servers
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