MCP Server Quality Scores

Independent quality analysis of 64210 public MCP servers

64210
Discovered
30393
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60301
aryanma
imessage-mcp Claim
Enables reading and sending iMessages on macOS through MCP, with tools for mana…
N/A N/A
60302
Prometheus-AGS
MCP server that provides tools to add to, search, and manage a wiki knowledge b…
N/A N/A
60303
het2576
Enables extracting action items from meeting transcripts and managing them in N…
60304
mailerlite
Enables customer feedback management by integrating with Canny.io, supporting b…
60305
Domush
Builds a searchable memory bank from persona-specific PDF content and exposes i…
N/A N/A
60306
mediiiiium
mcp-jp Claim
Japanese SMB SaaS connectors for MCP. Includes an L-Step (LINE marketing automa…
60307
barmanoff
Provides electrical pricing, cable sizing, and profitability analysis tools for…
60308
banjtheman
Enables AI assistants to create complete Ren'Py visual novel games with AI-gene…
N/A N/A
60309
davidfromkansas
Enables AI assistants to search and retrieve clinical trial data from ClinicalT…
60310
VikashLoomba
Run dynamic, multi-agent workflow scripts — agent(), parallel(), pipeline() — o…
N/A N/A
60311
unitycoder
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
N/A N/A
60312
Kerberos255
Enables ChatGPT to inspect and edit local projects through a secure MCP interfa…
N/A N/A
60313
willwillems
Enables AI agents to request human input through native macOS dialogs for clari…
N/A N/A
60314
k2spam
timeweb-mcp Claim
MCP server for Timeweb Cloud that enables AI assistants to manage cloud servers…
60315
lfylow
An MCP server that lets AI agents review code using language models, supporting…
N/A N/A
60316
mikeysrecipes
Enables interaction with Azure Data Lake Storage Gen2 through the Model Context…
N/A N/A
60317
JonasKlimt
ie-mcp Claim
An MCP server that guides Copilot to version-correct documentation and source c…
N/A N/A
60318
Vanszs
MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance…
N/A N/A
60319
Hiroto0706
Enables fetching Toggl Track v9 time entries for a single date with timezone aw…
N/A N/A
60320
aidalinfo
Relay MCP server enabling synchronous multi-turn communication between Hermes a…
60321
migoVanDingo
Enables container orchestration on the local Docker daemon, allowing management…
N/A N/A
60322
kanopi
Exposes the full Campaign Monitor v3.3 API as 117 tools for managing campaigns,…
N/A N/A
60323
alexgenovese
Enables LLMs to directly query a Matomo analytics instance, execute reporting m…
60324
alexlivre
Enables image generation via MiniMax's API through MCP, supporting text-to-imag…
N/A N/A
60325
jihyerish
A FastMCP server that enables searching Korean legal documents and retrieving r…
60326
GleidsonFerSanP
MCP server for managing AI prompts with CRUD operations, categorization, and ta…
N/A N/A
60327
shinypebble
MCP server for Microsoft Advertising (Bing Ads) REST API enabling agent-led cam…
60328
NanaGyamfiPrempeh30
Enables natural language queries about Ambient Weather personal weather station…
N/A N/A
60329
HITMANdark07
neatcode-mcp Claim
Provides deterministic AST graph queries and rule validation for AI coding agen…
N/A N/A
60330
jacob-dietle
An MCP server that enables AI agents to manage Smartlead campaigns, including c…
60331
rikuhn
A read-only MCP server that reports largest files, folder sizes, and disk usage…
N/A N/A
60332
sjemmeh
zimage-mcp Claim
A local MCP server for generating web-dev images using the Z-Image Turbo model …
N/A N/A
60333
claymore666
debmatic-mcp Claim
Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and…
N/A N/A
60334
konippi
A Model Context Protocol (MCP) server that enables searching AWS Black Belt Onl…
N/A N/A
60335
noelrim
Midnight MCP Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
N/A N/A
60336
hahahahanb
mcp-vision Claim
An MCP server that adds image recognition to AI coding tools, enabling them to …
60337
markomanninen
mcp-debugpy Claim
MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Pro…
N/A N/A
60338
elkay182
Local-first MCP server for controlling a loopback ComfyUI instance from same-ma…
60339
emminentt
Enables tracking and monitoring of Capillus Bluetooth caps for treatment sessio…
N/A N/A
60340
saxyguy81
mcp-keap Claim
An MCP server for interacting with Keap CRM, enabling contact and tag managemen…
60341
Universal MCP server for local filesystem skills with lazy loading and context-…
N/A N/A 81
60342
de-cryptor
spike-mcp Claim
Connects Claude to Jira and Confluence for researching, designing spike docs wi…
60343
sepfazeli
Provides AI agents safe, read-only access to a ClickHouse database, enabling ta…
60344
gyannetics
A beginner-friendly MCP server offering time, math, internet quotes, dad jokes,…
60345
quantumleeps
mcp-units Claim
An MCP server that provides deterministic unit conversions backed by Pint, enab…
60346
blpancholi
A Multi-Domain Private Intelligence Hub that routes user queries to the best lo…
N/A N/A
60347
technosheen
Enables generating a workday schedule and 8-hour timesheet from selected Jira, …
60348
lanten-ai
Connects AI assistants to the Lanten property management API, allowing them to …
60349
Ahmed-Chaudhry-ibm
A comprehensive MCP server that demonstrates Bob's capabilities through 9 speci…
N/A N/A
60350
Homie4570
lso-mcp Claim
38 AI data tools for Claude and any MCP-compatible agent — crypto, DeFi, equiti…
Showing 60301–60350 of 64210 servers