MCP Server Quality Scores

Independent quality analysis of 43634 public MCP servers

43634
Discovered
29477
Scored
2111
Verified
16952
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35101
damieng
ZX84 Claim
An MCP server providing a ZX Spectrum emulator for AI testing, enabling loading…
35102
atoolz
flyte-mcp Claim
Exposes Flyte V2 knowledge, patterns, plugins, and runtime to AI coding assista…
35103
carlyou
A community-maintained MCP server for interacting with PagerDuty accounts, enab…
35104
jaakla
Merit MCP Claim
Connects to Merit bookkeeping software
35105
atikk-co-jp
An MCP server for Notion API with optimized token efficiency and full database …
35106
mirecekd
Provides tools to interact with the strava.cz meal ordering system, enabling us…
N/A N/A
35107
Firnschnee
Queries Claude Sonnet 4.6 and OpenAI GPT-5.5 in parallel via OpenRouter, return…
N/A N/A
35108
1145-am
Structured company & industry news for AI agents: typed, dated, source-linked e…
35109
rushikeshmore
Free, open-source MCP server that connects Claude to the Shopify Partner API. 2…
N/A N/A
35110
clauxel
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and …
35111
oguzc
Guides users through creating professional Playwright test suites with a step-b…
N/A N/A
35112
fda-samd-mcp Claim 1
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
N/A N/A 81
35113
govannes
Gleanit Claim
Search, read, and write highlights, notes, screenshots, collections, projects, …
35114
scutl-sysop
scutl-mcp Claim
Enables AI agents to interact with the scutl social platform, including posting…
N/A N/A
35115
MCPAgents
Facilitates interaction and context sharing between AI models using the standar…
N/A N/A 95
35116
langadventurellc
Trellis MCP Claim
A file-backed MCP server for hierarchical project management that enables AI as…
N/A N/A
35117
luutuankiet
Enables LLMs to interact with Python environments, execute code, manage files, …
N/A N/A
35118
ihatesea69
A Model Context Protocol server for enterprise-grade document automation, enabl…
N/A N/A
35119
rodaddy
Enables comprehensive management of Proxmox virtualization environments, includ…
35120
runapi-ai
mcp Claim
Unified AI model API for 130+ models across 18 providers. Browse models, check …
35121
googleads
MCP server that provides tools and resources for interacting with Google Ads AP…
35122
bmit20
timeline-mcp Claim
A deterministic MCP server that gives AI assistants a temporal memory layer by …
N/A N/A
35123
amovfx
MCP server for JIRA integration enabling issue management, search, comments, an…
35124
Selentar
Minimal MCP server for local speech recognition using faster-whisper. Runs on C…
N/A N/A
35125
hfujikawa77
Enables natural language control of ArduPilot drones via MAVLink, supporting ar…
N/A N/A
35126
malkreide
An MCP server for Swiss Federal Railways (SBB) open data, enabling AI models to…
35127
Suyash2013
omni-rag-mcp Claim
Enables token-efficient semantic search and analysis over any directory of file…
35128
grimlor
Enables AI agents to discover Azure DevOps repositories, manage pull requests, …
N/A N/A
35129
zekus
A Model Context Protocol server that enables interaction with Shortcut (formerl…
81
35130
portal-labs-infrastructure
A demo MCP server illustrating production patterns including OAuth 2.0 token va…
N/A N/A
35131
halflifezyf2680
Progressive group routing for 393 professional skills via Rust daemon stdio shi…
N/A N/A
35132
PierrunoYT
Enables high-quality text-to-image generation and image editing using FAL AI's …
81
35133 N/A N/A 95
35134
scottlz0310
Minimal MCP server for testing client support for resources/subscribe and notif…
35135
zoro
goals Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
81
35136
OjasKord
AI triage for quantum computing POC proposals. Screens before budget is allocat…
35137
Jing7ao
seedance-mcp Claim
Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频
N/A N/A
35138
gregcastro23
Converse with planetary-agent personas, council feeds & culinary debates from a…
N/A N/A
35139
PreistlyPython
Enables AI assistants to interact with Metasploit Framework through 28 comprehe…
N/A N/A 95
35140
Sisuthros
Persistent memory + decision tracking for Claude across sessions. Local SQLite,…
N/A N/A
35141
bookedsolidtech
discord-ops Claim
A Discord MCP server with multi-guild project routing, enabling messaging, mode…
35142
JXiuFen
A music MCP server that enables searching and playing songs with controls like …
N/A N/A
35143
Adriapt
Allows you to search for hiking routes on Wikiloc using geographic and textual …
35144
rlhf-loop
thumbgate Claim
81
35145
tonguyenducmanh
An MCP server that enables interaction with MySQL databases through the Model C…
N/A N/A 95
35146
vanmoose
Send transactional emails from AI agents via Truncus. Validate, track delivery,…
N/A N/A 83
35147
404F0X
colab-mcp Claim
Local-first MCP server for controlling Google Colab as a development, shell, fi…
N/A N/A
35148
local-filesystem
Explore and organize files and folders across your workspace. Read, write, move…
N/A N/A 95
35149
SimonBerg255
Provides real-time access to Italian legislation and administrative court rulin…
35150
falahgs
Enables high-quality image generation using Google's Imagen 3.0 model via the G…
N/A N/A
Showing 35101–35150 of 43634 servers
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