MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54101
shawlzs
screen-mcp Claim 1
An MCP server that enables AI agents like Claude to capture screen screenshots …
N/A N/A 95
54102
ko-syun
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
81
54103
FunplayAI
stdio bridge for the local Unreal Editor MCP server from FunplayAI/funplay-unre…
N/A N/A
54104
DoughyJoeyD
Marketplace-seller tools: listing audits, PPC kits, pricing, compliance. Paid v…
54105
devliegerwout
workspace Claim
Floreal Holidays Belgium: live prices and availability; staff sign in for group…
54106
seaser0
An open-source Model Context Protocol (MCP) server for the Open Telekom Cloud (…
54107
cryptoyoginya
Enables querying a local health knowledge base with hybrid RAG (vector + FTS5) …
N/A N/A
54108
abenassi
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA p…
54109
nightwhite
sight-mcp Claim
A powerful MCP server that brings AI vision capabilities to Claude Desktop. Ana…
N/A N/A
54110
joshuabryson
MCP server for searching, browsing, solving, and interpolating engineering equa…
N/A N/A
54111
jianzhichun
Enables natural language control of SolidWorks 2024 through MCP, providing 87 t…
N/A N/A
54112
opastorello
Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
54113
valentin-harrang
MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…
N/A N/A
54114
panda-studio-dev
Enables AI assistants to perform Japanese business calendar calculations includ…
N/A N/A
54115
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
N/A N/A 69
54116
mariusmmmmm
Search, compare & filter 102,191 European car variants — 180 specs, 19 language…
67
54117
QVerisAI
mcp Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
N/A N/A
54118
Hassan-Butt4356
MCP server that provides 8 local RAG tools using LlamaIndex and Ollama, enablin…
N/A N/A
54119
catalystedgepro-wq
Audited SEC catalyst signals for agents — ranked filing intel with a public tra…
54120
Sakhir786
A production-grade MCP server that integrates Polygon.io market data with an 18…
54121
xarielah
Enables Claude to analyze a player's public FACEIT CS2 data, diagnose strengths…
54122 N/A N/A 95
54123
softcery
MCP server that connects AI agents to Homerun, an applicant tracking system. En…
54124
kloudle
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
81
54125
thiagogbeier
Enables AI assistants and automation tools to manage Microsoft 365, Entra ID, a…
54126
memorymesh Claim 1
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool por…
N/A N/A 81
54127
leejaew
Enables AI agents to search and retrieve information about KTO-certified medica…
54128
CSOAI-ORG
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…
N/A N/A
54129
lustre Claim 1
Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light…
N/A N/A 81
54130
jinikeai
Connects Claude to email, calendar, and tasks via Jinike AI, enabling inbox rea…
N/A N/A
54131
not-sure-w
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
N/A N/A 83
54132
StefanMaron
Provides AI assistants with complete visibility into AL dependencies and symbol…
N/A N/A
54133
jashwanth0712
An MCP server that gives Claude Code and Cursor the ability to generate and edi…
54134
parajuliminiyan
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
N/A N/A
54135
MRUK31
A demonstration MCP server that simulates server management actions for Contabo…
81
54136
meabs
Enables users to explore and manage banking card features including product dis…
N/A N/A
54137
mona
ultrahuman Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
N/A N/A 95
54138
attebury
Remogram Claim
SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab,…
N/A N/A
54139
Amalgix-io
Amalgix Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
54140
Sarakael78
MCP Memory Claim
Enables AI assistants to remember and retrieve user information across conversa…
81
54141
chernistry
bernstein Claim
Declarative agent orchestration for engineering teams
N/A N/A 95
54142
hiroshic9-png
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
N/A N/A
54143
gitcookman
Local stdio MCP server for Open-Elevation single, batch, and profile lookups.
N/A N/A
54144
patrickfreyer
Enables LLMs to directly query and interact with Snowflake databases, supportin…
54145
lazymac2x
Cloudflare Workers MCP server: ai-provider-status
54146
Monasterolo21
Enables fetching health and fitness metrics from the Ultrahuman API, including …
54147
polud
Deterministic Canadian CCPC rate stack: small business deduction and grinds, Pa…
54148
rongcloud
Enables AI assistants to manage RongCloud instant messaging services, including…
54149
thehzuo
web-gui-mcp Claim
A Python MCP server that allows your agent to outsource HTML generation and ren…
N/A N/A
54150
avilashsaha035
An MCP server that reads any codebase (GitHub repo or local folder) and explain…
N/A N/A
Showing 54101–54150 of 67226 servers