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 | ||||||||||
| 23801 |
xpoz
Claim
Social intelligence for AI agents - Twitter/X, Instagram, TikTok data access an…
|
F 30 3⁄5 | ||||||||
| 23802 |
0pi
Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
|
F 30 3⁄5 | ||||||||
| 23803 |
Mifactory
Claim
Transform documents into machine-readable specifications optimized for automate…
|
F 30 3⁄5 | ||||||||
| 23804 |
Tracking Time MCP
Claim
Query time entries, projects, tasks, and team productivity data from any AI ass…
|
F 30 3⁄5 | ||||||||
| 23805 |
easynode-x402
Claim
🖥️ Let AI Agents Buy & Manage Cloud Infrastructure with x402 protocol.
…
|
F 30 3⁄5 | ||||||||
| 23806 |
MCP server for Notion API — manage pages, blocks, databases, data sources, comm…
|
F 30 3⁄5 | ||||||||
| 23807 |
Prompt Refiner
Claim
Transforms vague prompts into detailed, structured, and actionable instructions…
|
F 30 3⁄5 | ||||||||
| 23808 |
Stock Catalyst
Claim
Analyze significant price movements in US stocks to provide clear explanations …
|
F 30 3⁄5 | ||||||||
| 23809 |
supabase-godmode
Claim
Manage projects, databases, and Edge Functions across your Supabase organizatio…
|
F 30 3⁄5 | ||||||||
| 23810 |
United States Weather
Claim
Provide real-time and forecast weather information for locations in the United …
|
F 30 3⁄5 | ||||||||
| 23811 |
The most comprehensive data center intelligence platform available via MCP. Sea…
|
F 30 3⁄5 | ||||||||
| 23812 |
Context7
Claim
Access up-to-date documentation and code examples for any programming library o…
|
F 30 3⁄5 | ||||||||
| 23813 |
Search millions of public GitHub repositories for real-world code patterns and …
|
F 30 3⁄5 | ||||||||
| 23814 |
MCP server for YouTube Data API v3 with OAuth 2.0 authentication. …
|
F 30 3⁄5 | ||||||||
| 23815 |
Well
Claim
Connect your AI to your Well financial data - invoices, companies, contacts.
|
F 30 3⁄5 | ||||||||
| 23816 |
Shipi
Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
|
F 30 3⁄5 | ||||||||
| 23817 |
Developer Utilities
Claim
Simplify common data manipulation tasks like encoding, hashing, and formatting …
|
F 30 3⁄5 | ||||||||
| 23818 |
Padel Analyst
Claim
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
|
F 30 3⁄5 | ||||||||
| 23819 |
eSIM
Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
|
F 30 3⁄5 | ||||||||
| 23820 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 23821 |
SecurityScan
Claim
Scans GitHub repositories and skills for vulnerabilities like prompt injection,…
|
F 30 3⁄5 | ||||||||
| 23822 |
Site Scorer
Claim
Analyze websites to determine how effectively they are structured for automated…
|
F 30 3⁄5 | ||||||||
| 23823 |
Inkeep Zod v4
Claim
Search Zod v4 documentation and public references. Ask targeted questions about…
|
F 30 3⁄5 | ||||||||
| 23824 |
Echo
Claim
A simple echo MCP server for testing - updated 1773323437
|
F 30 3⁄5 | ||||||||
| 23825 |
Code Sentinel
Claim
Expose security vulnerabilities, deceptive constructs, and unfinished code befo…
|
F 30 3⁄5 | ||||||||
| 23826 |
SEC Intelligence
Claim
Monitor real-time SEC filings and insider trading activity to stay ahead of mar…
|
F 30 3⁄5 | ||||||||
| 23827 |
capture
Claim
capture is a memory layer that ingests emails, Slack threads, web pages, Linked…
|
F 30 3⁄5 | ||||||||
| 23828 |
Turn any language model into a multimodal powerhouse that can generate images, …
|
F 30 3⁄5 | ||||||||
| 23829 |
browserbasemcp
Claim
|
F 30 3⁄5 | ||||||||
| 23830 |
loop-gate
Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
|
F 30 3⁄5 | ||||||||
| 23831 |
MCP server for Bitkub — Thailand's leading cryptocurrency exchange.
## Feature…
|
F 30 3⁄5 | ||||||||
| 23832 |
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
|
F 30 3⁄5 | ||||||||
| 23833 |
Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API k…
|
F 30 3⁄5 | ||||||||
| 23834 |
🥩 MeatLayer
Claim
Give your AI agent a body.
Post real-world tasks such as deliveries, photogra…
|
F 30 3⁄5 | ||||||||
| 23835 |
Access 60+ paid API services through a single API key with sub-cent micropaymen…
|
F 30 3⁄5 | ||||||||
| 23836 |
Athenic
Claim
Transform Your AI Assistant into a True Business Automation Platform
Athenic i…
|
F 30 3⁄5 | ||||||||
| 23837 |
US Weather
Claim
Get U.S. weather alerts, forecasts, and observations, including aviation produc…
|
F 30 3⁄5 | ||||||||
| 23838 |
Verify
Claim
Discover and evaluate technical resources by searching based on capabilities, s…
|
F 30 3⁄5 | ||||||||
| 23839 |
FontFreezer
Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
|
F 30 3⁄5 | ||||||||
| 23840 |
Agent Safe Message MCP
Claim
A suite of MCP tools that scan every message, image, and video your AI agent ha…
|
F 30 3⁄5 | ||||||||
| 23841 |
Vist
Claim
A shared Second Brain for you and your LLMs. Notes, tasks, and project context—…
|
F 30 3⁄5 | ||||||||
| 23842 |
Temporal Cortex MCP
Claim
Temporal Cortex is a Model Context Protocol server that gives AI agents determi…
|
F 30 3⁄5 | ||||||||
| 23843 |
Shibui Finance
Claim
## Server Description
Screen 5,200 US stocks across 64 years of daily prices, …
|
F 30 3⁄5 | ||||||||
| 23844 |
Prompt2db
Claim
|
F 30 3⁄5 | ||||||||
| 23845 |
MCP server for Supabase — 31 tools for database
CRUD, storage, auth admin, p…
|
F 30 3⁄5 | ||||||||
| 23846 |
PixelLab
Claim
Generate animated pixel art characters, tilesets, and object directly from your…
|
F 30 3⁄5 | ||||||||
| 23847 |
MachFive Cold Email
Claim
Generate hyper-personalized cold email sequences. List campaigns, generate emai…
|
F 30 3⁄5 | ||||||||
| 23848 |
BankSync
Claim
Connect AI agents to real bank accounts — transactions, balances, investments, …
|
F 30 3⁄5 | ||||||||
| 23849 |
MCP server for Google Docs : create, read, edit, format, and manage documents t…
|
F 30 3⁄5 | ||||||||
| 23850 |
Channel99
Claim
Access and analyze marketing performance data directly from the Channel99 platf…
|
F 30 3⁄5 | ||||||||