MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48901
Ctrl-Creeper
Enables AI agents to control Android phones via MCP and HTTP. Supports screen c…
— ○ ⏳ — N/A N/A — — —
48902
Sparkient
Connects AI agents to Sparkient's Decision Intelligence API for sub-100ms struc…
— ○ ⏳ — — — — — —
48903
lazniak
Integrates the inFakt API with Claude AI, enabling management of invoices, clie…
— ○ ⏳ — — — — — —
48904
gwicho38
Enables Claude to write in your personal style by learning from your local docu…
— ○ ⏳ — N/A N/A — — —
48905
Suganthan-Mohanadasan
Lets you ask Claude questions about your Google Search Console data and get rea…
— ○ ⏳ — N/A N/A — — —
48906
Raymondycp
mcpserver Claim
— ○ ⏳ — N/A N/A — 95 —
48907
railsblueprint
An MCP server that enables AI assistants to control a real browser with your ex…
— ○ ⏳ — — — — — —
48908
zygou-31
Enables MCP-compatible clients to interact with an Immich photo management inst…
— ○ ⏳ — — — — — —
48909
paracetamol951
Enables exploration and search of local filesystems using glob pattern matching…
— ○ ⏳ — N/A N/A — 95 —
48910
LaunchpadAI
An open source toolkit that converts 280+ integrations into MCP servers for use…
— ○ ⏳ — N/A N/A — 95 —
48911
marian-craciunescu
A secured MCP server for safe remote server management via SSH with command fil…
— ○ ⏳ — — — — — —
48912
Moose Tracker Claim 1
Retro synth for AI assistants: sound effects, UI sounds and composed songs as W…
— ○ — — — — 67 —
48913
my13each
Enables free local image generation from Claude Desktop/Claude Code using the D…
— ○ ⏳ — N/A N/A — — —
48914
dowon-comsup
Evaluates employment status exemption for corporate directors, family workers, …
— ○ ⏳ — — — — — —
48915
romulorasec
MCP server that allows AI coding agents to search, download, and convert stock …
— ○ ⏳ — N/A N/A — — —
48916
nayagamez
Bridges OpenAI Codex CLI to any MCP client, allowing headless Codex sessions vi…
— ○ ⏳ — N/A N/A — — —
48917
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
— ○ ⏳ — — — — — —
48918
burnworks
Enables to access and manage content on microCMS through MCP, supporting listin…
— ○ ⏳ — — — — — —
48919
abhchoug
Exposes CHIM change-management workflows (changes, outages, retros, and change …
— ○ ⏳ — — — — — —
48920
abdulrahman-nabil99
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
— ○ ⏳ — — — — — —
48921
flix-pro
AI model call interface for Flix LAN file transfer app, enabling device discove…
— ○ ⏳ — N/A N/A — — —
48922
spider-rs
MCP server for the Spider web crawling and scraping API, enabling AI agents to …
— ○ ⏳ — — — — — —
48923
jcode-works
Mimir Claim
Local-first memory and retrieval for private project knowledge. Enables indexin…
— ○ ⏳ — N/A N/A — — —
48924
jtxmp
Gives AI assistants image generation and editing capabilities through OpenRoute…
— ○ ⏳ — — — — — —
48925
MauricePutinas
Enables Claude to control Unity Hub and Editor headlessly, allowing automated g…
— ○ ⏳ — N/A N/A — — —
48926
jmagar
swag-mcp Claim
MCP server for managing SWAG reverse-proxy configurations, including config gen…
— ○ ⏳ — — — — — —
48927
planetlabs
Planet MCP Claim
Enables AI agents to interact with the Planet API for satellite imagery orderin…
— ○ ⏳ — N/A N/A — — —
48928
aaqqjj
Enables AI assistants to maintain persistent conversations and context between …
— ○ ⏳ — N/A N/A — 95 —
48929
wangguoxi0814
MySQL datasource MCP server for AI clients like Cursor and Claude Desktop, enab…
— ○ ⏳ — — — — — —
48930
comeonzhj
Automatically extracts actionable methodologies from articles and URLs, stores …
— ○ ⏳ — N/A N/A — — —
48931
ronkoch2-code
A sandboxed MCP server for interacting with the Moltbook AI-agent social networ…
— ○ ⏳ — N/A N/A — — —
48932
pipeworx-io
Enables browsing and reading curated design and photography feeds, as well as f…
— ○ ⏳ — — — — — —
48933
brunofgmag
An MCP server for controlling LG webOS TVs via SSAP protocol, enabling AI clien…
— ○ ⏳ — N/A N/A — — —
48934
alexthotse
Enables intelligent task management, multi-agent workflows, and cross-IDE proje…
— ○ ⏳ — — — — — —
48935
liminjun813
zhanggui Claim
Enables AI agents to manage a phone screen protector store's inventory, orders,…
— ○ ⏳ — — — — — —
48936
blueif16
MCP server that indexes a knowledge base of past bugs and fixes, making them se…
— ○ ⏳ — N/A N/A — — —
48937
Simonsms
A Model Context Protocol server for reading TiDB RAG knowledge base, enabling b…
— ○ ⏳ — — — — — —
48938
fancyboi999
capcut-mcp Claim
Automates CapCut video editing through an HTTP/MCP API, enabling draft creation…
— ○ ⏳ — N/A N/A — — —
48939
renanpires-tech
Enables backend test quality analysis for GPA e-commerce, including coverage an…
— ○ ⏳ — — — — — —
48940
hypnwtykvmpr
Standalone TypeScript MCP server for filesystem operations with robust security…
— ○ ⏳ — N/A N/A — — —
48941
ai-zerolab
Access Figma's powerful API to manage files, comments, and components seamlessl…
— ○ ⏳ — N/A N/A — 95 —
48942
ant4g0nist
lldb-mcp Claim
Enables AI assistants to interact with LLDB debugging sessions through a standa…
— ○ ⏳ — N/A N/A — — —
48943
bz-bntyh-w
tk_mcp Claim
多多进定全平台 MCP 服务是一个基于 Model Context Protocol (MCP) 的服务,支持拼多多大电商平台的链接转换和商品推广功能,商品搜…
— ○ ⏳ — — — — — —
48944
janetsep
An intelligent agent that responds to financial queries about TreePod Glamping …
— ○ ⏳ — N/A N/A — 95 —
48945
kavipriya
mcp_123 Claim
— ○ ⏳ — N/A N/A — 95 —
48946
OSTechBase
Enables Claude Code to read and search Confluence pages, with support for image…
— ○ ⏳ — — — — — —
48947
EnrowAPI
Enables AI assistants to find and verify professional emails and phone numbers …
— ○ ⏳ — N/A N/A — — —
48948
center2055
discord-mcp Claim
Comprehensive Discord server management through MCP, enabling channel, role, pe…
— ○ ⏳ — — — — — —
48949
envisialearning
An MCP server that wraps the Basecamp 2 REST API, enabling Claude to create and…
— ○ ⏳ — — — — — —
48950
abrose1
Provides AI agents with structured access to the U.S. EIA Open Data API for ene…
— ○ ⏳ — — — — — —
Showing 48901–48950 of 69224 servers
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