MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61551
mkprevo
An MCP server for managing, editing, and running Stata .do files, integrating w…
N/A N/A
61552
thana0623
Automatically generates and manages a prompts system for software projects, ena…
N/A N/A
61553
maThiaslI152
Turn any MCP-aware IDE into an agentic coding system backed by tree-sitter, a l…
N/A N/A
61554
JamsusMaximus
A Model Context Protocol (MCP) server that connects AI assistants to your MyFit…
N/A N/A
61555
Ai-assistant-KIRA
Exposes Shopify Admin API as typed MCP tools for inventory, orders, revenue, an…
61556
devops-autotools
MCP Gateway Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
61557
james-julius
Connects Claude to a Markdrop knowledge base, allowing it to search and retriev…
N/A N/A
61558
rithvik318
Validates biological sample metadata against ENA checklists, recommends appropr…
N/A N/A
61559
wty0512
An MCP server that provides tools for interacting with Git repositories, enabli…
N/A N/A
61560
alejandro-ao
Example MCP server built with FastMCP, demonstrating tools, resources, and prom…
61561
timncox
Automates parking ticket detection, evidence gathering, and dispute preparation…
N/A N/A
61562
EveryInc
Provides secure file access and clipboard history management for Claude AI and …
N/A N/A
61563
aimuzov
kaiten-mcp Claim
MCP-сервер для полного управления Kaiten из любого MCP-клиента. Предоставляет 3…
61564
jclement
Multi-user wrapper around Microsoft's Azure DevOps MCP server, enabling AI agen…
61565
alfonsogober
Contex Claim
Converts any OpenAPI 3.x specification into a fully functional MCP server with …
61566
writerslogic
cogmem Claim
Self-improving, verifiable memory for AI coding agents. Learns how you work, s…
N/A N/A
61567
DeepBlueCoding
FastMCP server for Dota 2 match analysis using replay files and OpenDota API, w…
61568
IndustryLensOp
Browse IndustryLens's published competitive-intelligence reports and head-to-he…
61569
CSOAI-ORG
Translation Ai automation via MCP. Includes translate text, detect language, ch…
N/A N/A
61570
DataAssistIO
Query your org's data in natural language — read-only MCP access to SQL, NoSQL,…
61571
TonyWang-hub
Read-only merchant data from 8 Chinese e-commerce platforms: orders, products, …
N/A N/A
61572
longcreat
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
61573
CDiT-dev
MCP server for Watermelon.ai that exposes all 13 public API endpoints as tools,…
N/A N/A
61574
YaBoom
An experimental MCP server that enables Claude Code to execute DevOps tasks suc…
N/A N/A
61575
hniska
Provides real-time access to Swedish road weather, traffic cameras, road condit…
N/A N/A
61576
ejsinfuego
A local MCP server for AI assistants to store and retrieve personal memories on…
N/A N/A
61577
amithkumark1982
An enterprise-grade AI processing platform that provides advanced code analysis…
81
61578
LayUp-Sport
Search bookable London courts, pitches, lanes and pickup games across every maj…
61579
zensation-ai
Seven-layer agent memory: episodic, semantic, procedural and core. Local SQLite…
N/A N/A
61580
lyumeng
A general MCP server providing web search capabilities using DeepSeek's native …
61581
aesopfrom0
devglow Claim
Start, stop, and inspect local dev servers in a desktop app instead of the agen…
N/A N/A
61582
chdb-io
chdb-mcp Claim
An MCP server for chDB, the in-process SQL OLAP engine powered by ClickHouse. L…
N/A N/A
61583
NickFlach
Enables AI agents to execute quantum circuits, generate true quantum random bit…
61584
chirag127
Provides AI agents with precise, locale-aware date and time data across multipl…
81
61585
Prompeteer
server Claim
N/A N/A 95
61586
redirhub
Control every redirect from your AI assistant. Create, update, test, and monito…
61587
joaomj
A deep web search MCP server using LinkUp API that provides a deep_search tool …
61588
GarphenGate
moltline-mcp Claim
Zero-dependency stdio bridge to Moltline Studio's 22 hosted MCP servers (160 to…
61589
SEKeener
airtreks-mcp Claim
Multi-city flight routing intelligence — plan RTW trips, validate alliances, ge…
N/A N/A
61590
NicolasAEV
Multi-stack scaffolding engine for generating production-ready module structure…
N/A N/A
61591
Genealogy-MCP
wikitree-mcp Claim
Enables querying WikiTree genealogy data including profiles, ancestors, descend…
61592
anastasiakrause
Provides intelligent weekly schedule analysis from Google Calendar, including d…
N/A N/A
61593
alanse-inc
Provides comprehensive programmatic control over Google Workspace applications …
61594
eothL
Read-only MCP server for querying a running Obsidian vault from agentic runtime…
N/A N/A
61595
coozgan
Enables secure, read-only monitoring of Cisco Meraki networks, allowing AI agen…
61596
covenai-dev
coven-mcp Claim
MCP server for website auditing and AI visibility measurement using the COVEN v…
N/A N/A
61597
frogeye-ai
Zero-config MCP security scanner for AI-generated apps. 25K+ vulnerability patt…
61598
JinYuKiKK0
CSMAR MCP Claim
Provides CSMAR metadata discovery, query feasibility probing, and local materia…
61599
Synlake-ai
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…
61600
OrgLance
Enables querying and browsing SNOMED CT medical terminology concepts, including…
Showing 61551–61600 of 67291 servers