MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55351
aurekai
aurekai-mcp Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
N/A N/A
55352
asvarnon
mcp-homelab Claim
An MCP server that gives AI assistants real-time access to your homelab infrast…
55353
avg-ape
An MCP server that provides operational tooling over the GitHub API — issue tri…
55354
Create and manage forms, collect submissions — a headless form builder powered …
N/A N/A 81
55355
nqs
images-mcp Claim
Provides image generation tools powered by OpenRouter, running on Cloudflare Wo…
55356
twilize5
PBIFORGE Claim
PBIForge — Power BI .pbix generator MCP server generate .pbix files from dashbo…
55357
sashakang
Enables Claude to create and edit Google Docs, Sheets, and Slides via MCP, runn…
N/A N/A
55358
burnham
Custom MCP server for n8n automation, providing 27 tools to manage workflows, e…
55359
MaoBui2907
Provides tools to access Vietnam stock market data, including stock prices, fin…
55360
peakacom
Model Context Protocol (MCP) server that provides access to Peaka's API endpoin…
N/A N/A
55361
TheSameAbramovych
mcp-server Claim
AI agents read & send email, manage mailboxes, domains and webhooks via the QMa…
55362
Eduvent
This MCP server connects Claude with Anki, allowing users to create flashcards …
N/A N/A
55363
KiritaniAyaka
test Claim
N/A N/A 95
55364
pedralcg
arcmap-mcp Claim
MCP server that allows AI agents to control a live ArcMap session via arcpy, in…
55365
salfatigroup
Intelligent code search MCP server with AST analysis, call graphs, dependency t…
N/A N/A
55366
Sato-Isolated
MCP server for MongoDB-powered memory bank management with multi-project isolat…
55367
LorenzoLombardi111
MCPVet Claim
Vets MCP servers, Claude Code skills, or plugins for unsafe behavior like shell…
N/A N/A
55368
alejandro-cedeno-10
Enables AI agents to efficiently retrieve relevant code context via PageRank-op…
N/A N/A
55369
cyanheads
Passive external attack-surface mapping: CT subdomains, DNS, TLS, HTTP posture,…
N/A N/A
55370
williamyun7
Local MCP server for checking council bin collection dates from a residential a…
55371
Gonzapepe
Enables creating and managing UML diagrams in Sparx Systems Enterprise Architec…
N/A N/A
55372
metamesh-uga
MetaMesh-UGA Claim
Serverless edge control plane to discover, route and monetize 14,982+ MCP tools.
55373
Eyalm321
zernio-mcp Claim
A Model Context Protocol (MCP) server that gives Claude full access to the Zern…
55374
404kidwiz
Real-time AI-assisted music production, advanced composition, mixing, and VST c…
81
55375
geekgod382
Provides file system access and operations, enabling AI assistants to read, wri…
N/A N/A
55376
filhocf
Enables AI assistants to operate Huawei Cloud resources (ECS, OBS, GaussDB, etc…
55377
burnworks
Guides users to official WCAG and W3C resources for learning web accessibility,…
N/A N/A
55378
SsangG77
Analyzes public Instagram post URLs, returning captions and photos as image con…
N/A N/A
55379
henry0hai
agent-eyes Claim
MCP server that wraps Playwright to give AI agents eyes on the web, enabling br…
N/A N/A
55380
AQuietRiver
Persistent local semantic memory for MCP tools, enabling storing and searching …
N/A N/A
55381
kalmma
MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…
N/A N/A
55382
CSOAI-ORG
Enables AI assistants to perform web searches using Brave Search with EU AI Act…
N/A N/A
55383
MetaThreads
Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publi…
55384
jsdf
A proxy MCP server that summarizes Playwright accessibility snapshots using Cla…
N/A N/A
55385
rouse2617
Provides arXiv paper search, download, Chinese translation, and WeChat article …
N/A N/A
55386
rithikanupam-hub
Production-grade MCP server for autonomous web automation with stealth features…
N/A N/A
55387
hamada-minoro
A centralized MCP server for internal technical documentation that integrates w…
N/A N/A
55388
arunkumars-mf
An MCP server that provides persistent memory capabilities for AI agents using …
N/A N/A
55389
mhue26
Enables reading Figma files via REST API and writing to the Figma canvas via a …
55390 N/A N/A 95
55391
zgmurder
An MCP-based intelligent video generation system that automatically adds subtit…
N/A N/A
55392
Tharun-Varshan-S
Enables LLMs to interact with YouTube videos by fetching transcripts, summarizi…
N/A N/A
55393
peroperogames
Enables SSH connection management with remote command execution and file transf…
81
55394
andy5090
central-mcp Claim
A centralized MCP hub for managing multiple coding agents across projects, enab…
N/A N/A
55395
fbalzan20-07mz
Mila Claim
Mila MCP — Create, read, update docs, spreadsheets, and presentations via AI. C…
81
55396
sydasif
An MCP server that integrates Nornir with NAPALM and Netmiko, enabling LLMs to …
N/A N/A
55397
jazz-max
Provides remote project access via MCP, enabling file operations, code search, …
55398
deveshagarwal
docverity Claim
MCP server that enables coding agents to check documentation claims against sou…
N/A N/A
55399
neil-ac
Enables searching and filtering real estate properties in France through the Me…
81
55400
dk-niwamoto
Enables Git and GitHub pull request operations through Claude AI, including rep…
N/A N/A 95
Showing 55351–55400 of 66495 servers