MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29604
Scored
2112
Verified
16952
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47451
Heretek-RE
re-triton Claim
MCP server that exposes the Triton library for symbolic execution, taint analys…
N/A N/A
47452
Fascinax
Inspectra Claim
Enables hybrid code audits using MCP tools across 12 domains, producing structu…
N/A N/A
47453
bholzer
MCP server for the tastytrade brokerage API, providing tools for account manage…
47454
anthony-chaudhary
Verify what agents actually shipped, arbitrate file collisions, refuse with str…
N/A N/A
47455
blackukulele-esf6
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
N/A N/A 95
47456
Heretek-RE
MCP server for writing Markdown report fragments to files with path safety and …
N/A N/A
47457
advanced-security
Enables AI-assisted development of CodeQL queries for security analysis through…
N/A N/A
47458
shoumikdc
Say Hello Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
N/A N/A 95
47459
zjandrew
MCP proxy server for ThinkingEngine with automatic browser-based authentication…
N/A N/A
47460
bughide011
test111
N/A N/A 95
47461
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
47462
ishan-maheshwari
DicePDF Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
N/A N/A
47463
hnizdiljan
Integrates with EasyProject API to manage projects, tasks, users, time tracking…
47464
dasunmihiranga
An MCP server that automates code review by providing syntax checking, code exp…
47465
gooodbilling
mcp-server Claim
GooodBilling 公式 MCP Server — Claude Desktop / Cursor 等の MCP 対応クライアントから AI ファースト…
N/A N/A
47466
takiguchi-yu
An MCP server for Google Workspaces.
N/A N/A 95
47467
coreviz
CoreViz MCP Claim
Exposes a visual library with semantic search, tagging, editing, and management…
N/A N/A
47468
faizbawa
MCP server giving AI agents full SSH access with persistent sessions, structure…
47469
adithya1012
Provides access to NASA's public APIs including Astronomy Picture of the Day, M…
47470
legalfournier
spain-legal Claim
Spain immigration, residency, NIE/TIE, and tax MCP for agents from Legal Fourni…
81
47471
RicardoCA
Connects Claude Code to Apple Music using only your Apple ID, without needing a…
N/A N/A
47472
cargoffer
Freight marketplace MCP server for European road logistics. Search and manage f…
47473
Gonzih
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
47474
Kemperino
An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC…
47475
ploughran
A mock MCP server for small parcel operations, providing tools to track package…
47476
darkelf1004
myproject Claim
N/A N/A 95
47477
brendadeeznuts1111
Provides betting intelligence and analytics tools including exposure, CLV, shar…
N/A N/A
47478
glassBead-tc
A production-ready MCP server for Airtable that enables programmatic management…
N/A N/A
47479
emiliosalvadorp
gcal-mcp Claim
N/A N/A 95
47480
malkreide
MCP server connecting AI models to Swiss Federal Food Safety and Veterinary Off…
47481
tw-haiven
Connects AI tools to your organization's Haiven prompts, allowing seamless acce…
N/A N/A
47482
praveenc
Model Context Protocol (MCP) server for web content fetching and extraction. En…
47483
Dwsy
MCP server providing feedback-oriented development workflows with a Web UI and …
47484
nimbus21
Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…
N/A N/A
47485
tonycai
Provides a lightweight MySQL database interface via stdio, enabling query execu…
N/A N/A
47486
ertekinno
arena-mcp Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
47487
huangmy157
shopify Claim
N/A N/A 95
47488
MrWizardlyLoaf
solguard Claim
On-chain Solana token safety — screen for rugs/honeypots and execute MEV-protec…
47489
devops-autotools
MCP Gateway Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
47490
avac22
OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…
47491
BauplanLabs
Enables AI assistants to interact with Bauplan lakehouse operations, including …
47492
MCP server for querying PostgreSQL databases
N/A N/A 81
47493
arizen-dev
deepseek-mcp Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
47494
CooperCyberCoffee
This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…
N/A N/A
47495
CyprianFusi
A research assistant server that enables saving, organizing, and retrieving res…
N/A N/A
47496
civic
Give your AI agents a verified identity, scoped permissions, audit trails, and …
N/A N/A 95
47497
DionBenFernandes-Dev
Enables arithmetic operations (add, subtract, multiply, divide) through a custo…
47498
velt-js
Enable seamless interaction with the Velt API through a dedicated MCP server. I…
N/A N/A 95
47499
richashworth
tlaplus-mcp Claim
Exposes the TLA+ toolchain (TLC, SANY, PlusCal, TLATeX) as structured JSON tool…
N/A N/A
47500
AcuityScan
Enables AI clients to run comprehensive website scans for security, accessibili…
Showing 47451–47500 of 47628 servers