MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
25201
beomsu317
notion Claim
N/A N/A 95
25202
NamedIdentity
A Cloudflare Workers-based server that implements the Model Context Protocol (M…
81
25203
jck411
MCP Platform Claim
High-performance Model Context Protocol server supporting multiple LLM provider…
81
25204
benborla29
MySQL Server Claim 1
A Model Context Protocol server that provides read-only access to MySQL databas…
N/A N/A 95
25205
yyordanov-tradu
Stock and crypto market data — 49 tools for quotes, technicals, options, SEC fi…
N/A N/A
25206
Kallows
A Python-based server allowing seamless integration with JIRA for managing and …
N/A N/A 95
25207
sarptandoven
Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-fr…
81
25208
altary-app
Enables Claude to integrate with Altary error management service for retrieving…
81
25209
latiftplgu
Astro Charts Claim
Generate astrology charts from a date, time, and location. Explore planetary po…
N/A N/A 95
25210
CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (…
N/A N/A
25211
rog0x
database Claim
SQL formatting, schema visualization, migration generation
N/A N/A
25212
anvx Claim
Track and optimize AI API spending across 16 providers with live pricing.
N/A N/A
25213
swesmith-repos
MiniMax MCP Claim
Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, vid…
81
25214
rankiteo
Rankiteo Claim
Access real-time cybersecurity intelligence for any company. Rankiteo's MCP let…
25215
signalfuse Claim
Fused crypto trading signals — sentiment, macro regime, and market structure in…
N/A N/A
25216
zapperedge-prabhu
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
N/A N/A 95
25217 N/A N/A 95
25218
wj-yuta-imai
A Model Context Protocol server with GitHub API integration that enables intera…
N/A N/A 95
25219 N/A N/A 95
25220
McSheaD
MCP server for SendaMeal.com enabling AI assistants to search gift meal product…
25221
Aman-Amith-Shastry
Create and manage tensors to perform linear algebra, matrix decompositions, and…
N/A N/A 95
25222
verify-mcp Claim
Offline Ed25519 verification of signed receipts, bundles, and trust artifacts.
N/A N/A
25223
guardvibe Claim
Security MCP for vibe coding. 313 rules, 26 tools for AI-generated code.
N/A N/A
25224
olane-labs
cosync-local Claim
Local encryption and project setup plugin for CoSync. Keys never leave your mac…
N/A N/A 95
25225
VERMAXVR
A collection of MCP servers for Kali Linux that empower AI Agents in reverse en…
N/A N/A 95
25226 N/A N/A 95
25227
williamvd4
A MCP server that provides browser automation tools, allowing users to navigate…
N/A N/A 95
25228
Michibiku
Enables Claude to interact with Google Workspace services including Gmail, Driv…
81
25229 N/A N/A 95
25230
david-choi-querypie
Say Hello Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
N/A N/A 95
25231
proof Claim
# Proof Code-validated pattern intelligence from pydantic-ai's actual sou…
25232
zueai
A lightweight MCP server that interacts with the Neon REST API, deployable on C…
81
25233
daedalus
mcp-pyright Claim
MCP server that exposes Pyright language server functionality
N/A N/A
25234
bangbang93
An MCP server that integrates the MathJS library to provide AI models with adva…
25235
kirha-ai
Kirha Crypto Claim
Connect your LLM to real-time crypto data. Track Ethereum wallet portfolios and…
N/A N/A 95
25236
mediar-ai
screenpipe Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
N/A N/A 95
25237
SKalinin909
Crypto futures math: PnL, liquidation, position sizing, carry trade. 19 tools. …
25238
vbarreiratt
MaestroMCP Claim
Enables AI assistants to control MIDI devices and synthesizers through WebMidi.…
N/A N/A 95
25239
harshit-stas
browserbase Claim
N/A N/A 95
25240
Solar estimates, provider comparison, energy prices and blog for Italy
N/A N/A
25241
GongRzhe
Gmail MCP server with auto authentication support for managing Gmail via AI ass…
N/A N/A 95
25242
cbuntingde
An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum t…
81
25243
sayand
growwmcp Claim
N/A N/A 95
25244
mcp-stl Claim
MCP server for editing STL 3D model files
N/A N/A
25245
https://kese.online — WhatsApp ve Telegram üzerinden fiş/fatura fotoğrafı gönde…
25246
Razz Games Claim
Play provably fair games with real SOL wagering from any AI agent
N/A N/A
25247
timmyzinin
Real-time salary data, job market trends, resume review, interview prep, and ca…
N/A N/A 95
25248
hosseinzahed
Enables users to access, search, and get recommendations from AWS documentation…
81
25249
rahulvramesh
Enables AI assistants to interact with Rytnow project management platform, supp…
81
25250
mcp-shodan Claim
MCP server exposing all Shodan API functionality
N/A N/A
Showing 25201–25250 of 30006 servers
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