MCP Server Quality Scores

Independent quality analysis of 60956 public MCP servers

60956
Discovered
29977
Scored
2112
Verified
16953
Complete

Last updated 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27601
DarkAngel-agents
MISP MCP Server Claim 1
A Model Context Protocol server that connects AI assistants to MISP threat inte…
D 52 34 45 25 81
27602
k1xme
schwab-mcp Claim 1
An MCP server that connects to the Charles Schwab brokerage API to enable accou…
D 52 34 45 27 81
27603
prmail
FixPayment Claim 1
An MCP server for FixPayment creditors that simplifies account management, stat…
D 52 34 45 24 81
27604
GAKUGO
Provides real-time and historical exchange rate data for JPY against major curr…
D 52 34 48 22 81
27605
FloB95
QRcodly Claim
Create, manage, and share QR codes and short URLs
D 52 45 56 0 78 81
27606
jamesmurdza
An MCP server that enables users to control a full Chrome browser running in a …
D 52 34 45 27 81
27607
minio
Official MCP server for AIStor
D 52 34 50 16 81
27608
lofibrainwav
BANANA-MCP Claim
An All-in-One Model Context Protocol Server Package that integrates 14 MCP serv…
D 52 34 48 19 81
27609
Aditya24023022
A lightweight TypeScript-based MCP server that demonstrates how to build custom…
D 52 34 36 42 81
27610
adweave-ai
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insi…
D 52 34 36 39 81
27611
nusagates
This MCP server provides a web-ready SSE bridge for Microsoft's Power BI Modeli…
D 52 34 42 32 81
27612
endorhq
cli Claim
Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached…
D 51 34 48 17 81
27613
Siddharth-Basale
An MCP server that diagnoses GitHub Actions workflow failures and automatically…
D 51 34 41 28 81
27614
karthikeyanramu
This MCP server enables intelligent API testing automation by combining RAG kno…
D 51 34 42 28 81
27615
ekaibide
An HTTP server that exposes Last.app's MCP as a remote endpoint for Claude Desk…
D 51 34 42 27 81
27616
W-Abel-jia
YAPI MCP Server Claim 2
An MCP server for the YAPI interface management platform that enables users to …
D 51 34 39 30 81
27617
miguel1603
MCP SQL Server Claim 1
An MCP server that connects LLMs to SQL databases for development assistance, e…
D 51 34 39 33 81
27618
econ-watch
Exposes provider-specific tools and relays HTTP requests to configured provider…
D 51 34 42 27 81
27619
thao12345310
Automates research workflows by collecting, summarizing, and categorizing AI te…
D 51 34 42 25 81
27620
rootio-avr
root Claim
MCP server that provides container image vulnerability scanning and remediation…
D 51 34 36 31 86
27621
anhtuanluu
A FastMCP-based server designed for the banking and fintech domains, providing …
D 51 34 42 25 81
27622
dhks77
Enables secure SSH access to servers through a gateway with Kerberos authentica…
D 51 34 42 27 81
27623
brianxiadong
A Spring AI MCP-based service for retrieving ONES Waiki content and converting …
D 51 34 50 14 81
27624
gloryfham
MCP server for querying Glory trust products and corporate secretarial services…
D 51 34 39 32 81
27625
SuryaNangunuri31
A FastAPI-based server that enables executing SQL queries, managing database co…
D 51 34 42 25 81
27626
Bobby-cell-commits
Open Brain Claim
Graph-structured MCP memory server. 37.2% LongMemEval. Auto dedup, themes, deca…
D 50 45 64 0 53 81
27627
gleanwork
Remote MCP Server that securely connects Glean Enterprise Knowledge with your I…
D 50 45 52 0 73 81
27628
dodou
Enables Brave Search via MCP, deployed on Railway for seamless integration with…
D 50 34 40 27 81
27629
abstracta
This project implements a customizable MCP server to execute RTE protocol. The…
D 50 34 36 33 81
27630
euclidtools
Euclid Claim
AI agents hallucinate math. Euclid fixes that. Connect once and give your agent…
D 50 34 42 24 81
27631
justinmclean
Podlings MCP Claim 1
An MCP server for accessing and analyzing Apache Software Foundation Incubator …
D 50 34 33 37 81
27632
srotzin
Trust & settlement for AI agents: DID, ZK reputation, audit, USDC/USDCx/USAD/AL…
D 50 45 60 0 61 81
27633
url-shortener Claim 1
Zero-auth URL shortener for AI agents. Deterministic: same URL always returns t…
D 50 25 32 67
27634
CloudMediaServices
Supabase MCP Server Claim 1
Enables AI assistants to perform CRUD operations on Supabase databases through …
D 49 34 42 18 81
27635
traffiycom-ui
PaidSync.ai Claim
Manage Google Ads, Meta Ads, and LinkedIn Ads through AI. 200+ tools, full read…
D 49 45 64 0 47 81
27636
robcqm-bot
depscan-api Claim
Dependency health checker for AI agent skills. Analyzes external endpoints for …
D 49 34 42 18 81
27637
tgosoul2019
Multi-LLM Gateway MCP Claim 1
An MCP server that functions as an intelligent gateway for multiple LLM backend…
D 49 34 39 25 81
27638
tymonTe
SaaS database MCP
D 49 34 44 13 81
27639
lovelts
lark-mcp Claim 1
An MCP server that enables AI assistants to search, read, create, and update Fe…
D 49 34 33 32 81
27640
Deep-Identity-Inc
agent-skill Claim 1
An MCP Server that provides identity verification and anti-fraud tools for AI a…
D 49 34 29 41 81
27641
ahopo
json-promptor-mcp Claim 1
An MCP server that converts raw text prompts into structured JSON prompts using…
D 49 34 33 35 81
27642
vbhasker
weaviate-mcp Claim 2
An MCP server and document upload API designed for RAG workflows with Weaviate …
D 48 34 33 30 81
27643
samcolon
Enables natural-language management of Kubernetes clusters via kubectl-ai and G…
D 48 34 42 15 81
27644
nicoletterankin
wordorb Claim
Word Orb is a language enrichment MCP server. 50,000+ words with IPA, definitio…
D 48 34 36 24 81
27645
alexcz-a11y
A minimal Model Context Protocol server template demonstrating basic implementa…
D 48 23 N/A 0 95
27646
sapientpants
A Model Context Protocol (MCP) server that integrates with SonarQube to provide…
D 48 34 26 39 81
27647
solution9th
visitbeijing Claim
visitbeijing
D 48 34 42 16 81
27648
centminmod
Bridges Google's Gemini CLI with MCP-compatible clients and integrates OpenRout…
D 48 34 36 25 81
27649
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
27650
fluidattacks
fluidattacks-mcp Claim
fluidattacks-mcp
D 47 34 40 12 81
Showing 27601–27650 of 60956 servers
« Prev 1 551 552 553 554 555 1220 Next »