MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30646
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36451
Hiroto0706
Enables fetching Toggl Track v9 time entries for a single date with timezone aw…
N/A N/A
36452
aidalinfo
Relay MCP server enabling synchronous multi-turn communication between Hermes a…
36453
RepoMend-dev
Security scanning MCP server that connects Claude to RepoMend findings, enablin…
36454
unitycoder
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
N/A N/A
36455
migoVanDingo
Enables container orchestration on the local Docker daemon, allowing management…
N/A N/A
36456
lfylow
An MCP server that lets AI agents review code using language models, supporting…
N/A N/A
36457
mikeysrecipes
Enables interaction with Azure Data Lake Storage Gen2 through the Model Context…
N/A N/A
36458
jacob-dietle
An MCP server that enables AI agents to manage Smartlead campaigns, including c…
36459
konippi
A Model Context Protocol (MCP) server that enables searching AWS Black Belt Onl…
N/A N/A
36460
claymore666
debmatic-mcp Claim
Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and…
N/A N/A
36461
noelrim
Midnight MCP Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
N/A N/A
36462
shinypebble
MCP server for Microsoft Advertising (Bing Ads) REST API enabling agent-led cam…
36463
alexlivre
Enables image generation via MiniMax's API through MCP, supporting text-to-imag…
N/A N/A
36464
GleidsonFerSanP
MCP server for managing AI prompts with CRUD operations, categorization, and ta…
N/A N/A
36465
sjemmeh
zimage-mcp Claim
A local MCP server for generating web-dev images using the Z-Image Turbo model …
N/A N/A
36466
NanaGyamfiPrempeh30
Enables natural language queries about Ambient Weather personal weather station…
N/A N/A
36467
alexgenovese
Enables LLMs to directly query a Matomo analytics instance, execute reporting m…
36468
HITMANdark07
neatcode-mcp Claim
Provides deterministic AST graph queries and rule validation for AI coding agen…
N/A N/A
36469
rikuhn
A read-only MCP server that reports largest files, folder sizes, and disk usage…
N/A N/A
36470
kanopi
Exposes the full Campaign Monitor v3.3 API as 117 tools for managing campaigns,…
N/A N/A
36471
jihyerish
A FastMCP server that enables searching Korean legal documents and retrieving r…
36472
Leonfinn
Exposes Together AI's inference endpoints (chat, image generation, vision, embe…
N/A N/A
36473
de-cryptor
spike-mcp Claim
Connects Claude to Jira and Confluence for researching, designing spike docs wi…
36474
hahahahanb
mcp-vision Claim
An MCP server that adds image recognition to AI coding tools, enabling them to …
36475
markomanninen
mcp-debugpy Claim
MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Pro…
N/A N/A
36476
elkay182
Local-first MCP server for controlling a loopback ComfyUI instance from same-ma…
36477
saxyguy81
mcp-keap Claim
An MCP server for interacting with Keap CRM, enabling contact and tag managemen…
36478
blpancholi
A Multi-Domain Private Intelligence Hub that routes user queries to the best lo…
N/A N/A
36479
Homie4570
lso-mcp Claim
38 AI data tools for Claude and any MCP-compatible agent — crypto, DeFi, equiti…
36480
lanten-ai
Connects AI assistants to the Lanten property management API, allowing them to …
36481
Arsie-codes
Provides weather data including current conditions, forecasts, and summaries vi…
36482
quantumleeps
mcp-units Claim
An MCP server that provides deterministic unit conversions backed by Pint, enab…
36483
krVatsal
Enables AI agents to generate vector graphics in Adobe Illustrator using natura…
N/A N/A
36484
agentspan-ai
A Python MCP server with 65 deterministic tools across 8 groups, supporting std…
36485
namojo
Pinion Claim
AI-powered characterization test generator that reads Python functions or class…
N/A N/A
36486
Micro66
MCP server for fetching daily hot lists from 30+ sources with built-in caching …
N/A N/A
36487
ZWingett
AI-powered board deck generation and governance reporting for private equity fi…
36488
mogiyoon
Enables controlling a game character, drawing on a canvas, and running chemistr…
N/A N/A
36489
BobLiu1996
An MCP server that fetches remote logs from specified IP addresses via HTTP, wi…
N/A N/A
36490
opendatalab
Enables AI agents to search, deep-read, and build knowledge bases from Markdown…
N/A N/A
36491
ShigeruWakida
Enables AI assistants to send Windows toast notifications and dialog boxes, all…
N/A N/A
36492
iflow-mcp
Acts as a bridge between AI agents (Claude, Cursor) and 1C:Enterprise databases…
36493
burgebj
Undetectable browser automation for AI agents that bypasses Cloudflare, antibot…
N/A N/A
36494
print-yuhuan
A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling cl…
36495
styfinity
Enables running the entire LinkedIn sales motion inside Claude Code, including …
N/A N/A
36496
oscarjpicazo
spacedata Claim
Aggregated public space data — satellite orbits, catalogs and launches — as a s…
36497
artemu78
Enables file uploads to AWS S3 buckets with automatic MIME type detection.
N/A N/A
36498
pipeworx-io
mcp-stat-ee Claim
Access Statistics Estonia (andmed.stat.ee) PxWeb data without API key. Enables …
36499
Atabic
MCP server for Arbisoft's ERP system, enabling AI assistants to read and write …
N/A N/A
36500
djanmagno
Enables reading Discord messages and server information using your own account …
N/A N/A
Showing 36451–36500 of 64636 servers
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