MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6001
ValentinTarnovsky
This MCP server assists Minecraft Java plugin developers by providing dependenc…
B 72 55 90 58 27 80 89
6002
lundgrenalex
Provides access to FishBase marine biology data including species information, …
B 72 55 86 100 23 81 46
6003
thesammykins
notify_me_mcp Claim
Enables sending rich notifications to Discord and/or Slack webhooks with automa…
B 72 55 66 82 41 81 82
6004
hrz8
Enables booking flow operations through a DSP (Demand-Side Platform) API with O…
B 72 55 72 72 29 81 94
6005
yravinderkumar33
Integrates with Clockify time tracking API to retrieve user information, manage…
B 72 55 72 100 39 81 57
6006
MartinSchlott
A redesigned Model Context Protocol server that enables AI models to access fil…
B 72 55 72 65 41 80 96
6007
Huan-zhaojun
mcp-safe-proxy Claim
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
B 72 54 84 30 N/A 54 89 100
6008
slzatz
Vimango MCP Server Claim
Enables Claude to create and organize markdown research notes directly in your …
B 72 54 78 58 N/A 25 95 90
6009
stefanskiasan
Enables the generation of images using Together AI's models through an MCP serv…
B 72 55 78 68 38 78 91
6010
mohemohe
An MCP server that enables text-to-speech generation and phonetic kana conversi…
B 72 54 69 70 N/A 21 90 100
6011
richard0913
ADB MCP Server Claim 2
A Model Context Protocol server that provides Android Debug Bridge functionalit…
B 72 54 75 56 N/A 34 87 99
6012
hemanth
Paws-on-MCP Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
B 72 55 96 43 27 80 100
6013
raghavendraprakash
A comprehensive Model Context Protocol implementation for the Swagger Petstore …
B 72 55 90 61 18 81 96
6014
Rudra-ravi
MCP TaskManager Claim 2
A Model Context Protocol server that allows Claude Desktop to manage and execut…
B 72 55 73 60 N/A 44 82 96
6015
Cleversoft-IT
This TypeScript-based MCP server implements a simple notes system, allowing the…
B 72 55 94 58 20 80 94
6016
date-fns
date-fns MCP Claim
Provides access to date-fns documentation and utilities through MCP. Enables us…
B 72 55 62 87 19 81 97
6017
nazroll
A physics-aware inline skating combo generator that models moves as state trans…
B 72 54 66 42 N/A 73 92 94
6018
pathakkhhimanshu
AI Dev Assistant Claim 1
Bridges Claude Desktop to local Windows 10 development environments to enable r…
B 72 54 72 66 N/A 30 90 91
6019
iris-alights
reddit-mcp Claim 2
An MCP server that provides both read-only and authenticated access to Reddit c…
B 72 55 69 66 48 80 93
6020
donthemannn
A Model Context Protocol server that provides persistent memory and conversatio…
B 72 54 75 53 N/A 34 95 95
6021
Echoxiawan
Figma MCP Tool Claim 1
Enables interaction with Figma designs through the Figma API, allowing users to…
B 72 55 78 68 40 82 81
6022
alpermdr
A production-ready MCP server that enables Claude to interact with local codeba…
B 72 54 96 31 N/A 40 88 99
6023
vamsikiran353-gif
Enables interaction with Google Slides presentations through OAuth2 authenticat…
B 72 55 78 63 26 81 99
6024
minte-app
mcp-untun Claim 1
mcp-untun
B 72 55 68 100 N/A 31 88 59
6025
Bankless
onchain-mcp Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
B 72 55 80 60 37 82 92
6026
sudenurozturkk
Provides real-time weather data from Open-Meteo API, mathematical calculations,…
B 72 55 78 73 24 81 89
6027
scooby359
Enables GitHub Copilot to query local ChromaDB instances to retrieve relevant d…
B 72 54 66 72 N/A 32 92 91
6028
mr-wolf-gb
Cross-platform command execution server that intelligently adapts shell command…
B 72 55 78 82 N/A 55 95 40
6029
awee1453
RSS-MCP Claim
Professional RSS/Atom feed management system with AI-powered analytics includin…
B 72 55 66 60 64 81 88
6030
srigi
MCP server for searching images with Google
B 72 55 57 73 58 81 90
6031
asklokesh
Zoho Crm Claim 3
MCP server for Zoho CRM API integration
B 72 55 75 91 N/A 62 83 39
6032
photoxpedia
bolor-brain-mcp Claim 2
Cognitive architecture MCP server with memory, learning, and contextual underst…
B 72 55 78 91 N/A 61 88 30
6033
pgzhang
MCP Google Server Claim 2
A Model Context Protocol server that provides web search capabilities using Goo…
B 72 55 63 68 45 80 100
6034
pkt-lab
mcp-svd Claim 2
An MCP server that provides AI coding assistants with access to official ARM CM…
B 72 54 71 58 N/A 30 91 100
6035
Sauravmehto
Provides a suite of stock analysis tools for Claude, enabling real-time price t…
B 72 55 66 76 35 80 96
6036
yamaton
mcp-dice Claim 2
A MCP server enabling LLMs to roll dice
B 72 54 71 55 N/A 41 95 92
6037
windoze95
Enables authenticated interaction with ServiceNow via its REST API using per-us…
B 72 55 70 72 33 81 94
6038
djm81
Chroma MCP Server Claim 1
A Model Context Protocol server integration that creates a persistent, searchab…
B 72 55 81 58 49 80 86
6039
Yoon-jongho
Enables Claude to use Google Gemini as a secondary AI through MCP for large-sca…
B 72 55 78 58 45 81 92
6040
LumabyteCo
clarifyprompt Claim
AI prompt optimization for 58+ platforms across 7 categories with custom platfo…
B 72 54 60 58 N/A 76 81 94
6041
semioz
bluesky-mcp Claim 1
mcp server for bluesky. featured in offical mcp server repo.
B 72 54 69 71 N/A 25 90 97
6042
sangreal-007
Generates witty, citation-backed responses to health myths and misinformation w…
B 72 55 90 56 24 81 97
6043
hnmr293
GDB-MCP Claim 1
An MCP server that provides programmatic access to the GNU Debugger (GDB), enab…
B 72 55 75 91 N/A 47 95 39
6044
aidancorrell
Spark SQL Claim 1
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, I…
B 72 54 76 47 N/A 80 67 98
6045
tianpeijun
Email MCP Server Claim
Enables AI to send, read, search, delete and reply to emails through SMTP or Gm…
B 72 55 72 72 26 81 100
6046
vyente-ruffin
Enables interaction with Microsoft Planner tasks through natural language using…
B 72 54 84 62 N/A 25 80 99
6047
j0hanz
Todokit MCP Server Claim
A task management and productivity tool that enables creating, updating, filter…
B 72 54 66 67 N/A 33 95 93
6048
0x1abin
matter-controller-mcp Claim 1
An MCP server for Matter Controller, enabling AI agents to control and interact…
B 72 54 63 72 N/A 46 95 77
6049
solomonneas
cortex-mcp Claim 1
An MCP server for the Cortex observable analysis and active response engine. It…
B 72 55 63 62 53 82 100
6050
whiteprompt
Eraser MCP Server Claim
Creates, validates, and fixes diagrams on Eraser.io using their API. Supports s…
B 72 55 78 66 29 81 94
Showing 6001–6050 of 33332 servers
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