MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49401
AliceLynxx
Provides secure access to local files from specified directories. Enables listi…
N/A N/A
49402 N/A N/A 95
49403
moorcheh-ai
Enables interaction with Moorcheh AI services including namespace management, d…
49404
ricardosouza.comercial
avaliabem Claim
N/A N/A 95
49405
thebrierfox
The Stall Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
49406
Joel-hanson
Enables natural language interaction with Django REST Framework APIs by auto-di…
49407
ccc0168
Provides comprehensive architectural expertise through specialized agents, reso…
49408
s3rgiosan
Read-only MCP server for exploring WordPress MySQL/MariaDB databases. Provides …
49409
alch3mistdev
vyos-mcp Claim
MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assista…
49410
facexiang
Active MCP Claim
A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…
49411
onori
Enables retrieval of historical stock data from Yahoo Finance through a simple …
49412
jojoprison
MCP server for downloading and processing audio from SoundCloud and other sourc…
49413
datafe
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
49414
tlemmons
junto-memory Claim
A shared memory and coordination server for multiple AI coding agents, built on…
49415
jackculpan
Search award flight availability, points pricing, and status matches from your …
49416
06ketan
substack-ops Claim 1
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
N/A N/A 83
49417
ihatesea69
Enables AI assistants to programmatically create, manipulate, and analyze Micro…
N/A N/A
49418
yukihito-jokyu
Provides read-only access to MySQL database schema and sample data, offering to…
49419
YothisisTroy
Filesys Claim
A Filesystem MCP server that allows an LLM to read and list files from a specif…
N/A N/A 95
49420
DiegoLopez0208
Model Context Protocol server for RPG Maker MV project management. Provides 102…
N/A N/A
49421
jmagar
Enables searching Overseerr media, retrieving TMDB-backed details, and submitti…
49422
senderkit
SenderKit Claim
Build and send email, SMS, and push straight from your AI agent.
49423
macuse-app
macuse Claim
Bridges AI assistants with native macOS functionality through the Model Context…
N/A N/A 95
49424
award-flight-daily
Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
81
49425
yetanother-alt
Generates customized, production-grade MCP servers for Rocket.Chat by selecting…
81
49426
PDBeurope
Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…
49427
OAuthBringer
Enables task, project, section, label, and comment management via Todoist's API…
49428
dsd
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
81
49429
oshvartz
MCP server for storing and retrieving context-specific agent rules, enabling AI…
N/A N/A
49430
brandu-mos
Supervised Meta Ads operating system for Claude Code with 57 campaign managemen…
N/A N/A 83
49431
cyanheads
Search 19.4M Smithsonian Open Access objects, get CC0 images, find cross-collec…
49432
Jamaluddin9
A simple program that helps you connect to many PostgreSQL databases at once, p…
N/A N/A
49433
anilreddykota
Bridges AI coding assistants with website codebases, local git repositories, an…
N/A N/A
49434
Roast-Labs
An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.
49435
NO-Product
A zero-database MCP knowledgebase template for Vercel that exposes static Markd…
49436
WenZhimo
Provides font subsetting and web-font generation tools (split_font, split_font_…
N/A N/A
49437
MCP-Mirror
Provides real-time financial data from Yahoo Finance, enabling stock price look…
81
49438
sandersouza
Enables MCP-compatible agents to interact with Grafana instances for searching,…
49439
Sunilk240
A weather service built using Model-Context-Protocol (MCP) that provides curren…
49440
kratos4ai
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
49441
JustDreameritis
A production-ready MCP server template with built-in tools for file search, web…
N/A N/A
49442
sauryadas
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
49443
nima-karami
Exposes Nima Karami's curated, public-safe career history. Allows AI to select …
49444
yazcaleb
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
49445
elizavetaRa
Provides access to CERN Indico public events, enabling search, retrieval of eve…
49446
tac0de
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
N/A N/A
49447
Sub-Bach
pronote-mcp Claim
A local MCP server that exposes Pronote (French school management system) data …
N/A N/A
49448
sirsjg
Enables AI agents to create, update, list, and delete tasks on a Kanban board v…
49449
dfridkin
clawops Claim
Deploy and manage self-hosted OpenClaw instances across clouds
N/A N/A
49450
sheikhBasit
A log analysis MCP server that enables tailing, searching, filtering, and summa…
N/A N/A
Showing 49401–49450 of 50103 servers
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