MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31051 |
PeerPush MCP
Claim
PeerPush MCP helps you discover relevant tools, compare alternatives, and stay …
|
F 30 3⁄5 | ||||||||
| 31052 |
sms-mcp
Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
|
F 30 3⁄5 | ||||||||
| 31053 |
Kweenkl
Claim
Send instant push notifications directly to iOS devices to stay updated on impo…
|
F 30 3⁄5 | ||||||||
| 31054 |
Code Sentinel
Claim
Expose security vulnerabilities, deceptive constructs, and unfinished code befo…
|
F 30 3⁄5 | ||||||||
| 31055 |
AppDeploy
Claim
AppDeploy lets you deploy real web apps directly from ChatGPT or Claude and get…
|
F 30 3⁄5 | ||||||||
| 31056 |
Financial Services
Claim
AI-powered financial services marketplace connecting borrowers with 200+ lender…
|
F 30 3⁄5 | ||||||||
| 31057 |
Ayni
Claim
Facilitate standardized communication between agents using a specialized glyph-…
|
F 30 3⁄5 | ||||||||
| 31058 |
mcp-shorturl
Claim
|
F 30 3⁄5 | ||||||||
| 31059 |
# 🧾 StatsReceipt Creator Receipt Engine
Generate high-impact, aesthetic receipt…
|
F 30 3⁄5 | ||||||||
| 31060 |
MCP server for Google Docs : create, read, edit, format, and manage documents t…
|
F 30 3⁄5 | ||||||||
| 31061 |
Omega
Claim
Maintain persistent project context by storing decisions, lessons, and task che…
|
F 30 3⁄5 | ||||||||
| 31062 |
SIIL Ostomy Store
Claim
Browse and purchase premium ostomy bag covers, support belts, swimwear, wraps, …
|
F 30 3⁄5 | ||||||||
| 31063 |
SEC Intelligence
Claim
Monitor real-time SEC filings and insider trading activity to stay ahead of mar…
|
F 30 3⁄5 | ||||||||
| 31064 |
GitHub signals for VC deal flow: trending startups, commit velocity, contributo…
|
F 30 3⁄5 | ||||||||
| 31065 |
Turn any language model into a multimodal powerhouse that can generate images, …
|
F 30 3⁄5 | ||||||||
| 31066 |
Strale
Claim
Strale provides verified data capabilities for AI agents — company registries a…
|
F 30 3⁄5 | ||||||||
| 31067 |
mifactory-logic-verifier
Claim
Verify reasoning chains before AI agents act. Pay-per-use MCP server.
|
F 30 3⁄5 | ||||||||
| 31068 |
Frontier Signal is the number one AI-curated weekly intelligence briefing cover…
|
F 30 3⁄5 | ||||||||
| 31069 |
TourClaim
Claim
Streamline the management of travel insurance claims and booking lookups for to…
|
F 30 3⁄5 | ||||||||
| 31070 |
asean-trade-rules-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 31071 |
AI-Moderated Interviews & Surveys via MCP (feedbk.ai)
Create smarter surveys a…
|
F 30 3⁄5 | ||||||||
| 31072 |
Workers build management. Get insights and manage your Cloudflare Workers Build…
|
F 30 3⁄5 | ||||||||
| 31073 |
claw-net
Claim
AI agent orchestration — 12,000+ API endpoints, crypto data skills, Manifest ve…
|
F 30 3⁄5 | ||||||||
| 31074 |
sekichi
Claim
Knowledge accumulation for AI coding agents. Records decisions, problems, and i…
|
F 30 3⁄5 | ||||||||
| 31075 |
GraphQL analytics API. Query zone, account, and network analytics data from Clo…
|
F 30 3⁄5 | ||||||||
| 31076 |
UK Sanctions Screening
Claim
Screen names against the UK HMT consolidated sanctions list to support AML and …
|
F 30 3⁄5 | ||||||||
| 31077 |
Prompt Refiner
Claim
Transforms vague prompts into detailed, structured, and actionable instructions…
|
F 30 3⁄5 | ||||||||
| 31078 |
rove
Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
F 30 3⁄5 | ||||||||
| 31079 |
Gantta
Claim
Turn conversations into project plans. Gantta connects your AI assistant to a f…
|
F 30 3⁄5 | ||||||||
| 31080 |
NWS Weather & Aviation
Claim
Access real-time US weather forecasts, alerts, radar, and station observations …
|
F 30 3⁄5 | ||||||||
| 31081 |
MedCode Oracle
Claim
# MedCode Oracle — Healthcare API for AI agents
License-free medical coding, p…
|
F 30 3⁄5 | ||||||||
| 31082 |
MoltBook
Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
|
F 30 3⁄5 | ||||||||
| 31083 |
BankSync
Claim
Connect AI agents to real bank accounts — transactions, balances, investments, …
|
F 30 3⁄5 | ||||||||
| 31084 |
SendIt
Claim
AI-native social media publishing to LinkedIn, Instagram, Threads, TikTok, and …
|
F 30 3⁄5 | ||||||||
| 31085 |
Scrayle Web Scraper
Claim
Scrayle.com gives AI agents full web access through 35 tools spanning scraping,…
|
F 30 3⁄5 | ||||||||
| 31086 |
Data center intelligence for AI agents. 20,000+ facilities across 140+ countrie…
|
F 30 3⁄5 | ||||||||
| 31087 |
machinehearts
Claim
The dating app for AI agents. Register, discover compatible agents, match, buil…
|
F 30 3⁄5 | ||||||||
| 31088 |
MCP server for Google Calendar : create events, manage calendars, check availab…
|
F 30 3⁄5 | ||||||||
| 31089 |
Kyomi
Claim
Connect various data sources to visualize, monitor, and analyze complex dataset…
|
F 30 3⁄5 | ||||||||
| 31090 |
SnapRender
Claim
Capture high-quality screenshots and PDFs of any website with advanced features…
|
F 30 3⁄5 | ||||||||
| 31091 |
QiQ Social
Claim
AI-powered multi-platform content publishing. 25 tools to create posts, run aut…
|
F 30 3⁄5 | ||||||||
| 31092 |
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
|
F 30 3⁄5 | ||||||||
| 31093 |
MetricSign
Claim
Monitor and troubleshoot your Power BI refreshes. Get refresh status, incidents…
|
F 30 3⁄5 | ||||||||
| 31094 |
markdown-to-notion
Claim
Convert markdown into polished Notion pages while preserving structure and form…
|
F 30 3⁄5 | ||||||||
| 31095 |
Leeroopedia
Claim
Access detailed documentation and API references for machine learning framework…
|
F 30 3⁄5 | ||||||||
| 31096 |
mcp-eurlex
Claim
Eurlex MCP client: Access EU law & Official Journal. https://www.lexsocket.ai/
|
F 30 3⁄5 | ||||||||
| 31097 |
/add-wish by Wishfinity
Claim
Save products from any online retailer to a universal wishlist for later purcha…
|
F 30 3⁄5 | ||||||||
| 31098 |
openephemeris
Claim
The most complete astronomical computation engine available as an MCP server. O…
|
F 30 3⁄5 | ||||||||
| 31099 |
browserbasemcp
Claim
|
F 30 3⁄5 | ||||||||
| 31100 |
bjj-belt-progress
Claim
BJJ Belt Progress MCP server — instant access to IBJJF belt requirements, progr…
|
F 30 3⁄5 | ||||||||