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
23901
DeniseLewis200081
Provide a simple API interface to search and filter 12306 train tickets, includ…
F 30 35 10 0 81
23902
unmarkdown
Unmarkdown Claim
Convert markdown to beautifully formatted documents for Google Docs, Word, Slac…
F 30 35 10 0 81
23903
mikesol
autodock Claim
Launch and manage on-demand cloud development environments with preserved stora…
F 30 35 10 0 81
23904
panchanga
The most complete and accurate Vedic astrology (Jyotish) MCP server. 16 special…
F 30 35 10 0 81
23905
useorgx
Agent orchestration + org memory via MCP. Manage initiatives and decisions from…
F 30 35 10 0 81
23906
dp-pcs
An MCP server that analyzes Trilogy AI Center of Excellence Substack publicatio…
F 29 34 3 4 81
23907
Claude-powered AI tools: research, write, code, analyze, translate, debate, pit…
F 28 25 0 55
23908
Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+…
F 28 25 0 55
23909
zeroheight Claim 1
Connect AI assistants to zeroheight styleguides using the Model Context Protocol
F 28 25 0 55
23910
pozymasika
Connects to PleaseRemind.com to allow read and write access to all your reminde…
F 27 35 0 0 81
23911
traderhc123
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
F 27 35 0 0 81
23912
generalintelligencecapital
Private credit intelligence: company search, credit models, IC memos, and live …
F 27 35 0 0 81
23913
Taru0208
Query US Census Bureau data: demographics, economics, and housing statistics.
F 27 35 0 0 81
23914
vitality82
Convert any URL to clean, LLM-ready Markdown
F 27 35 0 0 81
23915
sachin-shetty
Secure integration between AI tools and Egnyte content with search, analysis, a…
F 27 35 0 0 81
23916
scoutexchange
Classification service to seamlessly retrieve SOC codes for job titles and desc…
F 27 35 0 0 81
23917
markchiang
agent-press Claim
Agent Press: news MCP server streaming company headlines
F 27 35 0 0 81
23918
lightbrushproject
162 AI agents for Solana crypto intelligence, wallets, and x402 micropayments.
F 27 35 0 0 81
23919
auteng
Publish markdown documents as public share links with mermaid diagrams. Built b…
F 27 35 0 0 81
23920
cpretzinger
Updated 9-16-25 Fixed EV issues Connections should be solid! v3.1.0 GREAT NEWS:…
F 27 35 0 0 81
23921
onkernel
Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAu…
F 27 35 0 0 81
23922
XianDAO-Labs
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
F 27 35 0 0 81
23923
isakskogstad
OECD economic and statistical data via SDMX API. Access 5,000+ datasets across …
F 27 35 0 0 81
23924
cloud101.kr
키워드 기반으로 한국어 IT/클라우드 뉴스, 기술 블로그 포스팅 및 국내외 세미나·웨비나·컨퍼런스 일정을 수집하여 제공합니다. 한국어 사용자 …
F 27 35 0 0 81
23925
kitxor
Registry of Python AI/ML libraries: correct imports, quickstart code, and known…
F 27 35 0 0 81
23926
Taru0208
Search FDA safety data: drug adverse events, recalls, and device events.
F 27 35 0 0 81
23927
Taru0208
Search 36M+ PubMed biomedical articles and ClinicalTrials.gov studies.
F 27 35 0 0 81
23928
KISOpenAPI
한국투자 코딩도우미 MCP (KIS Code Assistant MCP) 한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
F 27 35 0 0 81
23929
Monitor websites, APIs and services with 44 tools across 22 protocols
F 27 25 0 53
23930
firasmosbehi
City hiring-compliance MCP server with regulation search and full audit risk sc…
F 27 35 0 0 81
23931
suprraz
Turn LLM conversations into live, hosted websites. AI generation or bring-your-…
F 27 35 0 0 81
23932 F 27 35 0 0 81
23933
Taru0208
Access World Bank development indicators for 200+ countries.
F 27 35 0 0 81
23934
FINTRX-Inc
fintrx-mcp Claim
Bring FINTRX's family office and RIA intelligence into Claude.
F 27 35 0 0 81
23935
myAI_BDC
AI content creation for autonomous agents. Generate video scripts, images, an…
F 27 35 0 0 81
23936
b33-steve
mcp-server Claim
AI-powered product management: backlog optimization, scheduling, forecasting, a…
F 27 35 0 0 81
23937
garfield-bb
FlowSheets Claim
Trigger workflows, manage worksheets, and collaborate on record discussions. Cr…
F 27 35 0 0 81
23938
asmaaziry19
priceapi_mcp Claim
F 27 35 0 0 81
23939
a0985344368-glitch
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
F 27 35 0 0 81
23940
mefta.sadat2
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
F 27 35 0 0 81
23941
partstable
partsiq Claim
Parts research for IT hardware brokers: PN normalization, validation, and prici…
F 27 35 0 0 81
23942
willform-ai
Deploy containers on Kubernetes with x402 billing. 9 workload types and source …
F 27 35 0 0 81
23943
elevation-ai
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
F 27 35 0 0 81
23944
PhoenixFeuer32
Share context and questions between Claude instances — VS Code, claude.ai web, …
F 27 35 0 0 81
23945
cbolgiano
MochiPDF Claim
Remote MCP server for HTML-to-PDF and screenshots with OAuth and API-key auth.
F 27 35 0 0 81
23946
wywy-llc
Search and discover Google Apps Script libraries with AI-generated summaries
F 27 35 0 0 81
23947
example
Provides metadata information to AI agents through the search API.
F 27 35 0 0 81
23948
vinaybhosle
agentstamp Claim
Identity certificates, public registry, and wishing well for AI agents — x402 m…
F 27 35 0 0 81
23949
rftsngl
Track breaking news worldwide with granular filters for keywords, sources, coun…
F 27 35 0 0 81
23950
webalys-hq
The Streamline MCP Server allow users to search, and download assets in PNG or …
F 27 35 0 0 81
Showing 23901–23950 of 30006 servers
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