MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51101
MiChaelinzo
MediLinkAI Claim
Clinical decision-support MCP server that lets AI agents reason over live FHIR …
51102
bdbrown4
Enables AI agents to query a GitHub user's public profile, repositories, langua…
N/A N/A
51103
YardenPorat
Enables sending Telegram notifications from an MCP client using a bot token and…
N/A N/A
51104
vlados
nous Claim
Provides a persistent project memory for AI assistants via MCP tools, enabling …
N/A N/A
51105
TrivCodez
Enables AI assistants to manage Docker containers and Kubernetes resources thro…
51106
scottyphillips
Provides accurate system time to LLM applications with multi-timezone support v…
N/A N/A
51107
SANDEEP-KR-MAHTO
A local MCP server providing text utilities, math functions, and a persistent t…
N/A N/A
51108
wearesage
A collection of tools that enable AI assistants to interact with Apple applicat…
N/A N/A 95
51109
seraved
mcp-ssh Claim
Enables AI assistants to run commands on remote SSH-accessible devices via pers…
51110
lyumeng
A general MCP server providing web search capabilities using DeepSeek's native …
51111
dev-tahir
An intelligent MCP server that searches for images, labels them, combines them …
N/A N/A
51112
lanchuske
local-mcp Claim
Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
95
51113
tools-mcp
Read-only vessel identity lookup, AIS-style positions, tracks, port calls, carr…
51114
datdtpl-maker
Enables AI agents to automate product listing on Shopee via the Shopee Open Pla…
51115
xiaobenyang-com
Analyze code to surface issues and improvements, and receive concise developer …
N/A N/A 95
51116
luckyxpw
Enables access to the CSMAR financial database via MCP, providing tools for que…
51117
Menami-AI
menami Claim
Personalized restaurant recommendations, table bookings, and delivery via MCP, …
N/A N/A
51118
malci6464
A remote MCP server deployed on Cloudflare Workers that provides Cloudflare obs…
N/A N/A
51119
co-browser
browser-use packaged as an MCP server with SSE transport. includes a dockerfile…
N/A N/A 95
51120
inliner-ai
Enables AI coding agents to manage image projects, generate and edit images, an…
51121
lucasilverentand
MCP server for controlling Apple Music on macOS using JXA (JavaScript for Autom…
N/A N/A
51122
01ai-Admin
Enables creation, verification, and evolution of cryptographically verifiable A…
N/A N/A
51123
joshuabryson
MCP server for searching, browsing, solving, and interpolating engineering equa…
N/A N/A
51124
Shloimy15e
Connect Claude Desktop to WhatsApp. Send & receive messages, manage groups, sha…
N/A N/A
51125
orhanveli
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
N/A N/A 95
51126
srotzin
HiveAttest Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
51127
coregentdevspace
Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performan…
N/A N/A 75
51128
Geyo33
Enables LLMs to generate visual summary reports from CSV datasets using MCP Res…
N/A N/A
51129
HEPData
hepdata-mcp Claim
Enables discovery of HEPData records, tables, and data access with read-only op…
51130
mreider
better-bear Claim 1
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
N/A N/A 95
51131
baominh5xx2
MCP server providing tools to chat with an AI agent, fetch weather data, and mo…
N/A N/A
51132
mithun4elp
Generate engineer-grade SaaS specifications — design systems, database schemas,…
N/A N/A
51133
doazvjettu
Static-analyzes Python code for lookahead bias and data leakage, preventing inv…
N/A N/A
51134
HyperBDR
beacon-mcp Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
51135 N/A N/A 95
51136
manfredas370
Enables finding the best-sounding pressing of an album and mood- and taste-base…
51137
md-ammar-97
Enables appending formatted content to Google Docs and creating styled Gmail dr…
51138
CSOAI-ORG
cqc-compliance-mcp for domiciliary opticians
N/A N/A
51139
jasondsmith72
Enables direct SSH connections with IP, username, and password without any conf…
N/A N/A
51140
sani-savaliya
cortex-brain Claim
An MCP server that enables AI agents to search, read, and contribute to a struc…
N/A N/A
51141
townofnolan
Enables Claude to read, write, search, and manage Obsidian vault notes with Git…
81
51142
AbiyuLingga
ltagent-mcp Claim
Generates, simulates, and inspects LTspice circuits via MCP tools and resources…
N/A N/A
51143
olivier-mj
Enables AI assistants to monitor and manage Proxmox VE infrastructure, includin…
N/A N/A
51144
VVikingsson
Enables users to retrieve and structure shipment tracking information from DB S…
N/A N/A
51145
mal0ware
Exposes a JEPA latent world model for planning in a 2D point-mass environment v…
N/A N/A
51146
kevin0195
Enables award flight search across 20+ airline programs using PointsYeah, with …
N/A N/A
51147
Rumblingb
Provides local image analysis tools using Pillow for dimensions, colors, metada…
N/A N/A
51148
pipeworx-io
Owid Claim
OWID MCP — Our World in Data chart/indicator access (free, no auth)
51149
briandconnelly
Call OpenAI Codex from Claude Code for independent second opinions, structured …
N/A N/A
51150
ebiyu
crossref-mcp Claim
Enables retrieval of academic literature metadata via DOI or search using the C…
Showing 51101–51150 of 57160 servers