MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25201 |
notion
Claim
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| 25202 |
Remote MCP Server
Claim
A Cloudflare Workers-based server that implements the Model Context Protocol (M…
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| 25203 |
MCP Platform
Claim
High-performance Model Context Protocol server supporting multiple LLM provider…
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| 25204 |
A Model Context Protocol server that provides read-only access to MySQL databas…
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| 25205 |
stock-scanner-mcp
Claim
Stock and crypto market data — 49 tools for quotes, technicals, options, SEC fi…
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| 25206 |
MCP-JIRA-Python Server
Claim
A Python-based server allowing seamless integration with JIRA for managing and …
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| 25207 |
Generalized MCP Server
Claim
Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-fr…
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| 25208 |
Altary MCP Server
Claim
Enables Claude to integrate with Altary error management service for retrieving…
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| 25209 |
Astro Charts
Claim
Generate astrology charts from a date, time, and location. Explore planetary po…
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| 25210 |
icon-composer-mcp
Claim
CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (…
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| 25211 |
database
Claim
SQL formatting, schema visualization, migration generation
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| 25212 |
anvx
Claim
Track and optimize AI API spending across 16 providers with live pricing.
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| 25213 |
MiniMax MCP
Claim
Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, vid…
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| 25214 |
Rankiteo
Claim
Access real-time cybersecurity intelligence for any company. Rankiteo's MCP let…
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| 25215 |
signalfuse
Claim
Fused crypto trading signals — sentiment, macro regime, and market structure in…
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| 25216 |
NPI MCP Server
Claim
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
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| 25217 |
selfhosted-supabase-mcp
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| 25218 |
A Model Context Protocol server with GitHub API integration that enables intera…
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| 25219 |
mcp-server-test
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| 25220 |
sendameal-mcp
Claim
MCP server for SendaMeal.com enabling AI assistants to search gift meal product…
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| 25221 |
Scientific Computing
Claim
Create and manage tensors to perform linear algebra, matrix decompositions, and…
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| 25222 |
verify-mcp
Claim
Offline Ed25519 verification of signed receipts, bundles, and trust artifacts.
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| 25223 |
guardvibe
Claim
Security MCP for vibe coding. 313 rules, 26 tools for AI-generated code.
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| 25224 |
cosync-local
Claim
Local encryption and project setup plugin for CoSync. Keys never leave your mac…
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| 25225 |
awsome_kali_MCPServers
Claim
A collection of MCP servers for Kali Linux that empower AI Agents in reverse en…
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| 25226 |
calculator-mcp-test
Claim
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| 25227 |
A MCP server that provides browser automation tools, allowing users to navigate…
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| 25228 |
Enables Claude to interact with Google Workspace services including Gmail, Driv…
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| 25229 |
mastra-ai-course
Claim
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| 25230 |
Say Hello
Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
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| 25231 |
proof
Claim
# Proof
Code-validated pattern intelligence from pydantic-ai's actual sou…
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| 25232 |
Neon MCP Server
Claim
A lightweight MCP server that interacts with the Neon REST API, deployable on C…
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| 25233 |
mcp-pyright
Claim
MCP server that exposes Pyright language server functionality
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| 25234 |
mcp-calculator
Claim
An MCP server that integrates the MathJS library to provide AI models with adva…
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| 25235 |
Kirha Crypto
Claim
Connect your LLM to real-time crypto data.
Track Ethereum wallet portfolios and…
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| 25236 |
screenpipe
Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
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| 25237 |
Crypto futures math: PnL, liquidation, position sizing, carry trade. 19 tools. …
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| 25238 |
MaestroMCP
Claim
Enables AI assistants to control MIDI devices and synthesizers through WebMidi.…
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| 25239 |
browserbase
Claim
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| 25240 |
Solematica MCP Server
Claim
Solar estimates, provider comparison, energy prices and blog for Italy
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| 25241 |
Gmail AutoAuth
Claim
Gmail MCP server with auto authentication support for managing Gmail via AI ass…
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| 25242 |
ralph-wiggum-mcp
Claim
An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum t…
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| 25243 |
growwmcp
Claim
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| 25244 |
mcp-stl
Claim
MCP server for editing STL 3D model files
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| 25245 |
kese_online_mcp
Claim
https://kese.online — WhatsApp ve Telegram üzerinden fiş/fatura fotoğrafı gönde…
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| 25246 |
Razz Games
Claim
Play provably fair games with real SOL wagering from any AI agent
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| 25247 |
Real-time salary data, job market trends, resume review, interview prep, and ca…
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| 25248 |
Enables users to access, search, and get recommendations from AWS documentation…
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| 25249 |
Rytnow MCP Server
Claim
Enables AI assistants to interact with Rytnow project management platform, supp…
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| 25250 |
mcp-shodan
Claim
MCP server exposing all Shodan API functionality
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