MCP Server Quality Scores

Independent quality analysis of 46593 public MCP servers

46593
Discovered
29552
Scored
2112
Verified
16952
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6001
agentify-sh
Cursor Proxmox MCP Claim
A Python-based Model Context Protocol server that enables managing Proxmox virt…
B 72 55 60 70 46 81 100
6002
ryaker
day-planner-mcp Claim 1
An MCP App that renders an interactive dashboard in Claude conversations to uni…
B 72 55 84 60 30 82 90
6003
KaranThink41
Enables interaction with HubSpot CRM to create, update, delete, and fetch summa…
B 72 55 72 66 42 81 91
6004
KrishnaPapana
A Python-based MCP server implementation that can be easily installed via pip o…
B 72 55 54 82 N/A 22 95 97
6005
mordechaipotash
brain-mcp Claim 1
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, …
B 72 54 84 20 N/A 76 92 93
6006
Lokiec752
Enables automatic discovery and fast searching of translation files in projects…
B 72 54 78 58 N/A 30 92 94
6007
dili414
ControlAPI-MCP Claim 2
An MCP server that dynamically converts any OpenAPI or REST API into MCP tools,…
B 72 55 77 55 48 82 95
6008
rock913
An MCP server that enables large language models to interact directly with Mong…
B 72 55 75 58 43 81 98
6009
pipethedev
Connects AI assistants to Supabase projects, enabling them to manage tables, qu…
B 72 55 84 65 44 81 79
6010
GongRzhe
Quickchart-MCP-Server Claim 2
An MCP server for generating customizable data visualizations using QuickChart.…
B 72 55 79 63 47 80 84
6011
GuoChen-thlg
iconfont-mcp Claim
Enables searching, downloading, and managing SVG icons from iconfont.cn, China'…
B 72 55 72 72 38 80 89
6012
serranom
My MCP Server Claim 1
An extensible TypeScript-based MCP server designed for Claude Code with a modul…
B 72 54 78 66 N/A 29 87 86
6013
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
6014
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
6015
Phenomenai-org
Phenomenai Claim 1
Look up, search, cite, and contribute to Phenomenai — a living glossary of AI p…
B 72 54 76 33 66 90 98
6016
rishipradeep-think41
This MCP server integrates with Google Drive to allow listing, reading, and sea…
B 72 55 78 66 36 80 92
6017
robbhimself-1337
claude-army Claim
Orchestrate multiple Claude Code agents in parallel from chat
B 72 55 90 75 N/A 32 95 48
6018
lostspace003
Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural lang…
B 72 55 88 62 25 77 94
6019
therealcoiffeur
Exposes the Acunetix Scanner API as a streamable HTTP MCP server, allowing clie…
B 72 55 86 73 29 81 78
6020
csrts
Metaso MCP Server Claim
Provides AI-powered web search, full-page content extraction, and search-enhanc…
B 72 55 78 75 21 81 90
6021
tuanpham197
Enables LLMs to search and read files in local and GitHub repositories, analyze…
B 72 55 84 100 29 81 45
6022
satinath-nit
AI assistant application that integrates FastMCP server with MongoDB Atlas know…
B 72 54 72 60 N/A 21 95 99
6023
MiguelAlvRed
Store Scraper MCP Claim 1
Enables querying and retrieving data from App Store and Google Play Store, incl…
B 72 55 84 100 35 81 41
6024
tko85
Enables conversational processing of Daily Status Reports (DSR) by extracting, …
B 72 55 92 56 32 81 89
6025
baking-bread
Provides access to real-time and historical water conditions of the Aare river …
B 72 55 84 53 41 81 96
6026
reuvenaor
MCP server that provides programmatic access to the Israeli Central Bureau of S…
B 72 55 80 58 45 81 89
6027
ArchimedesCrypto
Fusion 360 MCP Server Claim 1
A Model Context Protocol server that enables Cline to translate natural languag…
B 72 54 63 68 N/A 42 90 92
6028
PranshuSrivastava
inspect-logs-mcp Claim
Enables LLMs to explore and analyze UK Government BEIS inspect_ai evaluation lo…
B 72 55 68 74 N/A 24 95 90
6029
t4nm4ymittal
Provides access to Google Sheets, Gmail, and Google Calendar through 13 tools t…
B 72 54 84 48 N/A 22 95 98
6030
vinnividivicci
Integrates Claude with Wave Accounting to automate expense tracking and income …
B 72 54 86 40 N/A 34 95 94
6031
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
6032
agenticledger
Provides tools for AI assistants to query the Canton Network for data on contra…
B 72 55 84 66 26 84 84
6033
RSS3-Network
RSS3 MCP Server Claim 2
An MCP server implementation that integrates the RSS3 API, allowing users to qu…
B 72 55 65 100 60 81 47
6034
benedictdebrah
The Materials Project MCP Server is server that provides programmatic access to…
B 72 55 72 66 49 81 90
6035
mbailey
voicemode Claim
Natural voice conversations with Claude Code
B 72 55 84 20 N/A 85 81 97
6036
kitan23
Enables AI-powered querying and management of documentation through markdown fi…
B 72 55 60 74 47 81 94
6037
arslanmanzoorr
A production-ready reasoning engine that integrates Claude AI with specialized …
B 72 55 84 62 24 78 97
6038
realpeterz
Mask Editor Claim
Allows users to upload images and paint selections with a brush tool to generat…
B 72 54 74 57 N/A 35 92 94
6039
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
6040
QuentinCody
Enables querying the Drug Gene Interaction Database (DGIdb) through natural lan…
B 72 55 78 71 35 80 83
6041
firetix
A Model Context Protocol server providing security vulnerability intelligence t…
B 72 55 75 55 48 82 98
6042
Anika536
MCP Test Server Claim
A comprehensive testing server for validating MCP scanner tools and implementat…
B 72 55 84 45 46 81 99
6043
vulnersCom
vulners-mcp Claim 1
MCP server for the Vulners.com API
B 72 54 57 68 N/A 51 95 89
6044
Janus-06
An MCP server implementation for interacting with self-hosted Confluence Data C…
B 72 54 71 66 27 95 91
6045
sangreal-007
Generates witty, citation-backed responses to health myths and misinformation w…
B 72 55 90 56 24 81 97
6046
sandriaas
Provides comprehensive access to Google Search Console data with enhanced analy…
B 72 55 88 58 27 81 96
6047
NabiaTech
Enables querying and analyzing code relationships by building a lightweight gra…
B 72 54 74 61 N/A 38 95 86
6048
Augmented-Nature
Unofficial Model Context Protocol server for accessing Open Targets platform da…
B 72 55 88 100 31 81 40
6049
f2c-ai
f2c-mcp-server Claim
f2c-mcp-server
B 72 55 56 71 70 81 84
6050
OvertliDS
mcp-searxng-enhanced Claim 1
Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and d…
B 72 55 79 62 N/A 43 81 89
Showing 6001–6050 of 46593 servers
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