MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30039
Scored
2112
Verified
16953
Complete

Last updated 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30901
AllNewsAPI
Enables LLMs to search for news articles, get top headlines, and access compreh…
30902
JTCHE
HoudiniMCP Claim
Connects SideFX Houdini to Claude via the Model Context Protocol, enabling cont…
N/A N/A
30903
Ai-assistant-KIRA
Exposes Shopify Admin API as typed MCP tools for inventory, orders, revenue, an…
30904
dgtalquantumleap-ai
Field operations agent API for task management, geo-tracking, and team coordina…
N/A N/A 95
30905 N/A N/A 95
30906
healthymind-tech
Integrates Taiwan health data and international medical standards, providing 28…
30907
kmandana
DevNarrate Claim
MCP server for developer workflow automation — smart commits, secret scanning, …
N/A N/A
30908
himanshusaleria
events-mcp Claim
Discover tech events, startup meetups, AI events across 8 cities — including hi…
30909 N/A N/A 95
30910
okareo-ai
Okareo Claim
Simulation, evaluation and monitoring for voice agents.
30911
redirhub
Control every redirect from your AI assistant. Create, update, test, and monito…
30912 N/A N/A 95
30913
weeebdev
beszel-mcp Claim
MCP server for Beszel system monitoring that provides tools to list systems, co…
30914
theepankaja
Provides AI-ready documentation for the PayHere payment gateway, enabling acces…
N/A N/A
30915
phuocdu
agentpay-vn Claim
VietQR payments for AI agents in Vietnam. Agents generate a VietQR code, send i…
30916
wjddusrb03
Combines Naver DataLab trends, blog/news search, translation, and Unsplash imag…
30917
bdog720
Oraclarr Claim
Read-only diagnostic MCP server for a self-hosted arr stack (Sonarr, Radarr, Pr…
N/A N/A
30918
dasein108
An MCP server that gives an LLM agent a typed, audited tool surface over quant …
N/A N/A
30919
AlexlaGuardia
Enables AI assistants to manage ActiveCampaign CRM, marketing automation, and c…
30920
edelciomolina
Postgres MCP Claim
PostgreSQL MCP wrapper with .env credential mapping, tool selection, and safe r…
N/A N/A
30921
geraservicesuk
Browse courses, enroll, track progress, find tutors. Education platform. 50+ co…
N/A N/A 95
30922
jacedomotz
Enables Claude to query and manage Domotz network monitoring through 133 API ac…
30923
meetbot
Meet.bot Claim
Manage scheduling pages and view real-time availability for meetings. Book new …
81
30924
emzimmer
Provides access to Anthropic's AI models through the Model Context Protocol, en…
30925
SCV-Consultants
selenium-mcp Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
N/A N/A
30926
sinagilassi
PyMemSim-MCP Claim
Exposes membrane simulation capabilities through an MCP server, enabling gas ho…
30927
ghidav
Enables searching and retrieving Wikipedia content across multiple languages, i…
30928
sunhye
Get real-time weather conditions and short-term forecasts across Korea. Check t…
N/A N/A 95
30929
bilal07karadeniz
Grafyx Claim
Enables AI coding assistants to understand codebase architecture in real time b…
N/A N/A
30930
yi-dong-z
An MCP server for autonomous AI agents to discover, pay for, and rate paid APIs…
30931
acrylicfiddle
x402tools Claim
9 pay-per-call utility tools (QR, screenshot, DNS, OCR, PDF, etc) paid in USDC …
30932
gigimento
Enables AI assistants to interact with SQL Server databases through tools for c…
N/A N/A
30933
haruhi2ux
An MCP server that enables AI agents to automate browser interactions using Pla…
30934
TradingViewBacktestAssistant
tv-pinescript-backtest-mcp exposes a remote MCP endpoint so agents can: run st…
N/A N/A 95
30935
Andrew-Nolan-owl
An unofficial MCP server that exposes public FedRAMP 20x documentation as deter…
30936
LOGANATHAN2008
Enables macOS control, web scraping, news fetching, and workspace automation th…
N/A N/A
30937
yangfeng20
An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
N/A N/A
30938
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
81
30939
surajinacademia
Enables AI assistants to perform cell segmentation through natural language com…
N/A N/A
30940
paivapiovesan
next-finance Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
N/A N/A
30941
ozzy-labs
suasor Claim
A local-first AI secretary that gathers your work context into private memory a…
30942
olaservo
Provides utilities to help maintain MCP repositories, including testing tools, …
30943
Klng79
minimax-mcp Claim
Provides web search, image understanding, text-to-speech, and image generation …
N/A N/A
30944
1clawAI
1Claw Vault Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
N/A N/A
30945
Goran-Arsov
Fresh Jots Claim
Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client.
30946
Auxin-io
miami_friend Claim
N/A N/A 95
30947
jaenster
Browser automation MCP server for Claude, powered by Puppeteer.
N/A N/A
30948
0xatrilla
Local macOS MCP server and setup app for Apple apps
N/A N/A
30949
markrz-0
Enables AI tools to access student profiles, course lists, grades, page content…
N/A N/A
30950
southglory
Database schema management MCP server for Claude Code, enabling natural languag…
N/A N/A
Showing 30901–30950 of 61340 servers
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