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
23801
net-service
xpoz Claim
Social intelligence for AI agents - Twitter/X, Instagram, TikTok data access an…
F 30 35 10 0 81
23802
dizzydes
0pi Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
F 30 35 10 0 81
23803
mifactory-bot
Mifactory Claim
Transform documents into machine-readable specifications optimized for automate…
F 30 35 10 0 81
23804
trackingtime
Query time entries, projects, tasks, and team productivity data from any AI ass…
F 30 35 10 0 81
23805
easynode
🖥️ Let AI Agents Buy & Manage Cloud Infrastructure with x402 protocol. …
F 30 35 10 0 81
23806
node2flow
Notion Claim 1
MCP server for Notion API — manage pages, blocks, databases, data sources, comm…
F 30 35 10 0 81
23807
waleed-2002
Transforms vague prompts into detailed, structured, and actionable instructions…
F 30 35 10 0 81
23808
wtf-just-happened
Analyze significant price movements in US stocks to provide clear explanations …
F 30 35 10 0 81
23809
ubiq
Manage projects, databases, and Edge Functions across your Supabase organizatio…
F 30 35 10 0 81
23810
smithery-ai
Provide real-time and forecast weather information for locations in the United …
F 30 35 10 0 81
23811
azmartone67
The most comprehensive data center intelligence platform available via MCP. Sea…
F 30 35 10 0 81
23812
Composio
Context7 Claim
Access up-to-date documentation and code examples for any programming library o…
F 30 35 10 0 81
23813
vercel
Vercel Grep Claim
Search millions of public GitHub repositories for real-world code patterns and …
F 30 35 10 0 81
23814
node2flow
Youtube Claim 1
MCP server for YouTube Data API v3 with OAuth 2.0 authentication. …
F 30 35 10 0 81
23815
WellApp-ai
Well Claim
Connect your AI to your Well financial data - invoices, companies, contacts.
F 30 35 10 0 81
23816
shipi
Shipi Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
F 30 35 10 0 81
23817
aparajithn
Simplify common data manipulation tasks like encoding, hashing, and formatting …
F 30 35 10 0 81
23818
ferranfg
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
F 30 35 10 0 81
23819
secondsim
eSIM Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
F 30 35 10 0 81
23820
kishvisamadd
vsf-club Claim
F 30 35 10 0 81
23821
securityscan-api
SecurityScan Claim
Scans GitHub repositories and skills for vulnerabilities like prompt injection,…
F 30 35 10 0 81
23822
minglesai
Site Scorer Claim
Analyze websites to determine how effectively they are structured for automated…
F 30 35 10 0 81
23823
kongyo2
Search Zod v4 documentation and public references. Ask targeted questions about…
F 30 35 10 0 81
23824
arjunkmrm
Echo Claim
A simple echo MCP server for testing - updated 1773323437
F 30 35 10 0 81
23825
salrad
Expose security vulnerabilities, deceptive constructs, and unfinished code befo…
F 30 35 10 0 81
23826
edgartools
Monitor real-time SEC filings and insider trading activity to stay ahead of mar…
F 30 35 10 0 81
23827
captureai
capture Claim
capture is a memory layer that ingests emails, Slack threads, web pages, Linked…
F 30 35 10 0 81
23828
francis-ros
Turn any language model into a multimodal powerhouse that can generate images, …
F 30 35 10 0 81
23829 F 30 35 10 0 81
23830
found402
loop-gate Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
F 30 35 10 0 81
23831
node2flow
Bitkub Claim 1
MCP server for Bitkub — Thailand's leading cryptocurrency exchange. ## Feature…
F 30 35 10 0 81
23832
browserous
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
F 30 35 10 0 81
23833
nichochar
Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API k…
F 30 35 10 0 81
23834
jamesmorgs14
Give your AI agent a body. Post real-world tasks such as deliveries, photogra…
F 30 35 10 0 81
23835
agentclear-ai
Access 60+ paid API services through a single API key with sub-cent micropaymen…
F 30 35 10 0 81
23836
maxbeech
Athenic Claim
Transform Your AI Assistant into a True Business Automation Platform Athenic i…
F 30 35 10 0 81
23837
emmanuel
US Weather Claim
Get U.S. weather alerts, forecasts, and observations, including aviation produc…
F 30 35 10 0 81
23838
sentinelsignal
Verify Claim
Discover and evaluate technical resources by searching based on capabilities, s…
F 30 35 10 0 81
23839
fontfreezer
FontFreezer Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
F 30 35 10 0 81
23840
agent-safe-email
A suite of MCP tools that scan every message, image, and video your AI agent ha…
F 30 35 10 0 81
23841
vist
Vist Claim
A shared Second Brain for you and your LLMs. Notes, tasks, and project context—…
F 30 35 10 0 81
23842
temporal-cortex
Temporal Cortex is a Model Context Protocol server that gives AI agents determi…
F 30 35 10 0 81
23843
shibui
## Server Description Screen 5,200 US stocks across 64 years of daily prices, …
F 30 35 10 0 81
23844
Prompt2db
Prompt2db Claim
F 30 35 10 0 81
23845
node2flow
Supabase Claim 1
MCP server for Supabase — 31 tools for database CRUD, storage, auth admin, p…
F 30 35 10 0 81
23846
samedii
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
F 30 35 10 0 81
23847
machfive
Generate hyper-personalized cold email sequences. List campaigns, generate emai…
F 30 35 10 0 81
23848
banksync
BankSync Claim
Connect AI agents to real bank accounts — transactions, balances, investments, …
F 30 35 10 0 81
23849
node2flow
Google Docs Claim 1
MCP server for Google Docs : create, read, edit, format, and manage documents t…
F 30 35 10 0 81
23850
channel99
Channel99 Claim
Access and analyze marketing performance data directly from the Channel99 platf…
F 30 35 10 0 81
Showing 23801–23850 of 30006 servers
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