MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 23901 |
Provide a simple API interface to search and filter 12306 train tickets, includ…
|
F 30 3⁄5 | ||||||||
| 23902 |
Unmarkdown
Claim
Convert markdown to beautifully formatted documents for Google Docs, Word, Slac…
|
F 30 3⁄5 | ||||||||
| 23903 |
autodock
Claim
Launch and manage on-demand cloud development environments with preserved stora…
|
F 30 3⁄5 | ||||||||
| 23904 |
The most complete and accurate Vedic astrology (Jyotish) MCP server. 16 special…
|
F 30 3⁄5 | ||||||||
| 23905 |
Agent orchestration + org memory via MCP. Manage initiatives and decisions from…
|
F 30 3⁄5 | ||||||||
| 23906 |
An MCP server that analyzes Trilogy AI Center of Excellence Substack publicatio…
|
F 29 3⁄4 | ||||||||
| 23907 |
Claude-powered AI tools: research, write, code, analyze, translate, debate, pit…
|
F 28 2⁄5 | ||||||||
| 23908 |
Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+…
|
F 28 2⁄5 | ||||||||
| 23909 |
Connect AI assistants to zeroheight styleguides using the Model Context Protocol
|
F 28 2⁄5 | ||||||||
| 23910 |
Please Remind
Claim
Connects to PleaseRemind.com to allow read and write access to all your reminde…
|
F 27 3⁄5 | ||||||||
| 23911 |
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
|
F 27 3⁄5 | ||||||||
| 23912 |
Private credit intelligence: company search, credit models, IC memos, and live …
|
F 27 3⁄5 | ||||||||
| 23913 |
US Census Bureau Data
Claim
Query US Census Bureau data: demographics, economics, and housing statistics.
|
F 27 3⁄5 | ||||||||
| 23914 |
Plain Markdown
Claim
Convert any URL to clean, LLM-ready Markdown
|
F 27 3⁄5 | ||||||||
| 23915 |
egnyte-remote
Claim
Secure integration between AI tools and Egnyte content with search, analysis, a…
|
F 27 3⁄5 | ||||||||
| 23916 |
Classification service to seamlessly retrieve SOC codes for job titles and desc…
|
F 27 3⁄5 | ||||||||
| 23917 |
agent-press
Claim
Agent Press: news MCP server streaming company headlines
|
F 27 3⁄5 | ||||||||
| 23918 |
162 AI agents for Solana crypto intelligence, wallets, and x402 micropayments.
|
F 27 3⁄5 | ||||||||
| 23919 |
Publish markdown documents as public share links with mermaid diagrams. Built b…
|
F 27 3⁄5 | ||||||||
| 23920 |
Updated 9-16-25 Fixed EV issues Connections should be solid! v3.1.0
GREAT NEWS:…
|
F 27 3⁄5 | ||||||||
| 23921 |
kernel-mcp-server
Claim
Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAu…
|
F 27 3⁄5 | ||||||||
| 23922 |
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
|
F 27 3⁄5 | ||||||||
| 23923 |
OECD MCP Server
Claim
OECD economic and statistical data via SDMX API. Access 5,000+ datasets across …
|
F 27 3⁄5 | ||||||||
| 23924 |
Cloud101 Korea
Claim
키워드 기반으로 한국어 IT/클라우드 뉴스, 기술 블로그 포스팅 및 국내외 세미나·웨비나·컨퍼런스 일정을 수집하여 제공합니다. 한국어 사용자 …
|
F 27 3⁄5 | ||||||||
| 23925 |
checklist.day Registry
Claim
Registry of Python AI/ML libraries: correct imports, quickstart code, and known…
|
F 27 3⁄5 | ||||||||
| 23926 |
OpenFDA Safety Data
Claim
Search FDA safety data: drug adverse events, recalls, and device events.
|
F 27 3⁄5 | ||||||||
| 23927 |
PubMed Clinical Research
Claim
Search 36M+ PubMed biomedical articles and ClinicalTrials.gov studies.
|
F 27 3⁄5 | ||||||||
| 23928 |
한국투자 코딩도우미 MCP
Claim
한국투자 코딩도우미 MCP (KIS Code Assistant MCP)
한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
|
F 27 3⁄5 | ||||||||
| 23929 |
Monitor websites, APIs and services with 44 tools across 22 protocols
|
F 27 2⁄5 | ||||||||
| 23930 |
Compliance Auditor MCP
Claim
City hiring-compliance MCP server with regulation search and full audit risk sc…
|
F 27 3⁄5 | ||||||||
| 23931 |
Turn LLM conversations into live, hosted websites. AI generation or bring-your-…
|
F 27 3⁄5 | ||||||||
| 23932 | F 27 3⁄5 | |||||||||
| 23933 |
World Bank Indicators
Claim
Access World Bank development indicators for 200+ countries.
|
F 27 3⁄5 | ||||||||
| 23934 |
fintrx-mcp
Claim
Bring FINTRX's family office and RIA intelligence into Claude.
|
F 27 3⁄5 | ||||||||
| 23935 |
Content Engine
Claim
AI content creation for autonomous agents. Generate video scripts, images, an…
|
F 27 3⁄5 | ||||||||
| 23936 |
mcp-server
Claim
AI-powered product management: backlog optimization, scheduling, forecasting, a…
|
F 27 3⁄5 | ||||||||
| 23937 |
FlowSheets
Claim
Trigger workflows, manage worksheets, and collaborate on record discussions. Cr…
|
F 27 3⁄5 | ||||||||
| 23938 |
priceapi_mcp
Claim
|
F 27 3⁄5 | ||||||||
| 23939 |
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
|
F 27 3⁄5 | ||||||||
| 23940 |
Loblaw Grocery Search
Claim
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
|
F 27 3⁄5 | ||||||||
| 23941 |
partsiq
Claim
Parts research for IT hardware brokers: PN normalization, validation, and prici…
|
F 27 3⁄5 | ||||||||
| 23942 |
Willform Agent
Claim
Deploy containers on Kubernetes with x402 billing. 9 workload types and source …
|
F 27 3⁄5 | ||||||||
| 23943 |
Kiosk Builder
Claim
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
|
F 27 3⁄5 | ||||||||
| 23944 |
claude-context-bridge
Claim
Share context and questions between Claude instances — VS Code, claude.ai web, …
|
F 27 3⁄5 | ||||||||
| 23945 |
MochiPDF
Claim
Remote MCP server for HTML-to-PDF and screenshots with OAuth and API-key auth.
|
F 27 3⁄5 | ||||||||
| 23946 |
gas-library-hub
Claim
Search and discover Google Apps Script libraries with AI-generated summaries
|
F 27 3⁄5 | ||||||||
| 23947 |
cdgcsearchmetadata
Claim
Provides metadata information to AI agents through the search API.
|
F 27 3⁄5 | ||||||||
| 23948 |
agentstamp
Claim
Identity certificates, public registry, and wishing well for AI agents — x402 m…
|
F 27 3⁄5 | ||||||||
| 23949 |
Mediastack News
Claim
Track breaking news worldwide with granular filters for keywords, sources, coun…
|
F 27 3⁄5 | ||||||||
| 23950 |
Streamline MCP Server
Claim
The Streamline MCP Server allow users to search, and download assets in PNG or …
|
F 27 3⁄5 | ||||||||