MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39501
wearesage
A collection of tools that enable AI assistants to interact with Apple applicat…
N/A N/A 95
39502
dudi07
Provide real-time weather information and forecasts to your applications. Enabl…
N/A N/A 95
39503
Soil911
atlaspi Claim
Historical geography for AI agents: polities, GeoJSON borders, chains & events,…
N/A N/A
39504
humanforai
Human For AI Claim
Hire a real human for real-world verification, product testing, AI output revie…
39505
elmuz
A security-first MCP server that gives AI assistants controlled, safe access to…
N/A N/A
39506
wolfe-jam
wolfe-jam Claim
One IANA-registered format. 3 MCP servers. Pick your lane. …
N/A N/A 95
39507
conversoriaecnae
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, R…
39508
homespunapps
Homespun Claim
Deploy a multi-user web app from your agent: hosting, auth, database, and permi…
39509
hlpun
Enables users to describe their LLM fine-tuning job once and get the cheapest, …
39510
junyuan-qi
Enables AI models to send messages to Lark users and manage calendar events (li…
N/A N/A
39511
geoffbelknap
A local MCP server for the LimaCharlie security platform that provides investig…
N/A N/A
39512
anirban1592
MCP-AWS Claim
Enables AI agents to provision and terminate AWS EC2 instances using natural la…
39513
noteboxd
Fragrance & perfume MCP: search fragrances, notes, accords, brands, perfumers, …
39514
pkovitan
MCP server for MikroTik RouterOS with multi-router support, environment-based a…
39515
attestifyagent
attestify-os Claim
Governed agent execution: x402 payments, budgets, receipts, verification, and a…
39516
longfin
Provides tools for searching Agent8 game development code examples and system p…
39517
FoundryNet
Weather data, forecast API, climate data, historical weather, alerts, agricultu…
39518
arjunprabhulal
MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microser…
39519
Lee-Becky
mcp_test Claim
N/A N/A 95
39520
julianoczkowski
Enables searching and fetching Claude and Anthropic documentation with intellig…
39521
drewrukin
dtrack-mcp Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
39522
luizrodrigues034
mcp-sing Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
N/A N/A
39523
CSOAI-ORG
EU Mobility Package compliance — EU 561/2006 drivers' hours, 4-week return-to-b…
N/A N/A
39524
XJTLUmedia
AI Answer Copier — Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, …
N/A N/A 95
39525
legalithm
Legalithm Claim
EU AI Act compliance in your editor.Classify risk, cite obligations, draft Arti…
N/A N/A
39526
chad-atexpedient
Enables deploying, managing, and monitoring OpenWebUI instances on the Railway …
N/A N/A
39527
yt010108
This MCP server helps users prepare for Korean public institution jobs by integ…
39528
junter1989k-ai
Thailand payments for AI agents — PromptPay QR, cards, TrueMoney via Opn (Omise…
39529
omnisignal-ai
OmniSignal Claim
Live market intelligence & AI content strategy: trends, competitor moves, conte…
39530
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
39531
gotalab
A novel game server supporting multi-branch visual novel scenarios in English a…
N/A N/A
39532
Apex-Foundation
copilot-mcp Claim
Web3 founder diligence: code audit, jurisdiction, fund matching, portfolio, sco…
N/A N/A
39533
Sakhir786
A production-grade MCP server that integrates Polygon.io market data with an 18…
39534
1999AZZAR
the-designer Claim
Enables generating UI design rules, fetching color palettes, and retrieving bra…
39535
ENtiemEN
Demonstration MCP server for Claude Team integration, enabling querying of samp…
39536
yusukebe
A TODO management MCP server using Cloudflare Workers and D1 database, enabling…
39537
zfdx123
HTTP Inspector MCP Server enables sending arbitrary HTTP requests, viewing hist…
N/A N/A
39538
0xJRP
A starter kit for creating a read-only MCP server that lets AI assistants acces…
N/A N/A 95
39539
alexgenovese
Spawn headless OpenCode workers on cheap models to delegate expensive tool-usin…
N/A N/A
39540
melvenac
A persistent, cross-session knowledge base for AI agents that indexes session h…
N/A N/A
39541
AEGISGOVDAO
Query SEC EDGAR for company filings, financial data, and executive disclosures.…
39542
kratsg
rucio-mcp Claim
A community-maintained MCP server for Rucio that provides secure OAuth-based ac…
N/A N/A
39543
dylan-gluck
Creates a local database of indexed technical documentation from web crawls and…
N/A N/A
39544
daunload
A TypeScript-based MCP server that provides weather information through resourc…
N/A N/A 95
39545
operasoftware
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
N/A N/A
39546
khill1269
ServalSheets Claim
Production-grade Google Sheets MCP server with 25 tools, 410 actions, safety ra…
N/A N/A
39547
csmoove530
CLAWD Wallet Claim
A unified MCP server providing x402 payments, TAP identity verification, referr…
N/A N/A
39548
Marcelle-Labs
Enterprise support memory agent that remembers customer context across sessions…
N/A N/A
39549
ryan-the-brodsky
TasteMaker Claim
Pull your TasteMaker brand kit + generated Agent Skill into your coding tool. R…
39550
partymola
ticktick-mcp Claim
MCP server for TickTick — create, update, complete, move, and filter tasks (plu…
Showing 39501–39550 of 66534 servers
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