MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6101
codester1000
Enables AI agents to access and manage Raindrop.io bookmarks, collections, tags…
B 72 55 84 43 52 81 95
6102
sekharmalla
Enables AI assistants to control the Affinity creative suite on macOS through n…
B 72 54 72 57 N/A 53 84 93
6103
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
6104
brainupgrade-in
Notes Manager Claim
A TypeScript-based MCP server that enables AI assistants to create, search, lis…
B 72 54 78 55 N/A 33 95 92
6105
vuvuvu
A Model Context Protocol server that enables AI assistants like Claude to manag…
B 72 55 75 91 67 81 41
6106
rafapra3008
Verify AI agent communication with session types and formal proofs
B 72 55 72 35 N/A 83 82 94
6107
ShenghaiWang
xcodebuild Claim
Build iOS Xcode workspace/project and feed back errors to llm.
B 72 54 78 52 N/A 48 87 92
6108
hemanth
Paws-on-MCP Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
B 72 55 96 43 27 80 100
6109
365903728-oss
✨ 为你的 AI 助手装上 B 站的眼睛:一键提取视频字幕与热门评论,助力高效信息总结 🚀 ✨ Equip your AI assistant with "B…
B 72 55 84 100 45 81 35
6110
microsoft
MCP Weather Server Claim
A simple Model Context Protocol server that provides real-time weather data to …
B 72 54 54 58 N/A 55 95 100
6111
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
6112
aitrados
A comprehensive, free MCP server designed specifically for financial analysis a…
B 72 54 78 60 N/A 36 95 83
6113
mimo-3
MCP Imagenate Claim 2
MCP server for image generation using multiple providers (Google Gemini, OpenAI…
B 72 44 51 N/A N/A 50 95 93
6114
matheusslg
Enables transcription of audio files using Google Gemini AI and creates a searc…
B 72 55 76 73 26 81 93
6115
scooby359
Enables GitHub Copilot to query local ChromaDB instances to retrieve relevant d…
B 72 54 66 72 N/A 32 92 91
6116
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
6117
imranbarbhuiya
Provides an interactive user interface for asking questions with support for te…
B 72 54 74 60 N/A 29 90 98
6118
Lokiec752
Enables automatic discovery and fast searching of translation files in projects…
B 72 54 78 58 N/A 30 92 94
6119
Cheffromspace
mcp-nextcloud-calendar
B 72 55 78 72 51 80 74
6120
Shawn5cents
agentskin Claim 2
The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-effic…
B 72 54 84 67 N/A 37 68 94
6121
GhoshSrinjoy
Enables access to Overleaf LaTeX projects through Git integration, allowing use…
B 72 55 78 58 47 81 90
6122
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
6123
vyente-ruffin
Enables interaction with Microsoft Planner tasks through natural language using…
B 72 54 84 62 N/A 25 80 99
6124
nazroll
A physics-aware inline skating combo generator that models moves as state trans…
B 72 54 66 42 N/A 73 92 94
6125
HeatherFlux
A TypeScript-based MCP server that enables users to manage text notes with feat…
B 72 54 78 68 N/A 17 90 92
6126
apeyroux
MCP XMind Server Claim 2
A Model Context Protocol server that allows intelligent analysis and querying o…
B 72 55 45 100 N/A 54 95 63
6127
awee1453
RSS-MCP Claim
Professional RSS/Atom feed management system with AI-powered analytics includin…
B 72 55 66 60 64 81 88
6128
srigi
MCP server for searching images with Google
B 72 55 57 73 58 81 90
6129
windoze95
Enables authenticated interaction with ServiceNow via its REST API using per-us…
B 72 55 70 72 33 81 94
6130
willem4130
UI/UX MCP Server Claim
Enables comprehensive UI/UX development workflows through integrated tools for …
B 72 55 100 82 N/A 23 95 35
6131
oculairmedia
A Model Context Protocol server that enables management of Ghost blog content (…
B 72 55 81 68 23 81 93
6132
mohemohe
An MCP server that enables text-to-speech generation and phonetic kana conversi…
B 72 54 69 70 N/A 21 90 100
6133
stefanoshea
RLM Tools Claim
Persistent Python sandbox for token-efficient codebase exploration in MCP clien…
B 72 54 66 60 N/A 53 88 92
6134
KaranThink41
Enables interaction with HubSpot CRM to create, update, delete, and fetch summa…
B 72 55 72 66 42 81 91
6135
dennypradipta
Enables date and time operations including formatting, arithmetic, comparisons,…
B 72 55 74 60 45 81 96
6136
SilasReinagel
Slack Notify MCP Claim 1
MCP server for posting messages to Slack channels via webhooks or bot API. Supp…
B 72 55 63 72 42 81 97
6137
promptingbox
Allows users to save, organize, and manage AI prompts, folders, and tags direct…
B 72 55 60 72 48 81 99
6138
jpwebb
A reliable server for extracting text from PDF documents using the poppler-util…
B 72 55 84 83 N/A 45 95 39
6139
datamann119
Splunk MCP Server Claim
Enables users to interact with Splunk instances to execute SPL queries, manage …
B 72 55 78 66 27 81 99
6140
elchika-inc
Intelligently detects package managers and provides unified access to documenta…
B 72 55 90 58 26 82 93
6141
kitan23
Enables AI-powered querying and management of documentation through markdown fi…
B 72 55 60 74 47 81 94
6142
SymbioticSec
mcp Claim
Symbiotic CLI MCP Server for security scanning and analysis
B 72 54 72 62 N/A 49 83 90
6143
conarti
mattermost-mcp Claim 2
MCP server for Mattermost API. List channels, read/post messages, manage thread…
B 72 55 75 68 31 80 98
6144
hetaoBackend
mcp-github-trending Claim 3
A MCP server that provides access to GitHub trending repositories and developer…
B 72 55 75 100 45 83 41
6145
alpacahq
alpaca-mcp-server Claim
alpaca-mcp-server
B 72 55 84 38 58 81 98
6146
yamaton
mcp-dice Claim 2
A MCP server enabling LLMs to roll dice
B 72 54 71 55 N/A 41 95 92
6147
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
6148
pranav-vijayananth
Enables Purdue University students to access their Brightspace academic data in…
B 72 54 94 20 N/A 45 95 100
6149
puravparab
Gitingest-MCP Claim 1
mcp server for gitingest
B 72 55 47 82 N/A 48 95 84
6150
tech-spoke
Provides Cursor-like code intelligence using tools like ripgrep, ctags, and tre…
B 72 54 92 51 N/A 27 90 84
Showing 6101–6150 of 33332 servers
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