MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5301
tluyben
astllm-mcp Claim 1
An MCP server for efficient code indexing and symbol retrieval using tree-sitte…
B 73 54 79 51 N/A 53 89 91
5302
Kallows
A Python implementation of an MCP server that enables secure, local Bitbucket i…
B 73 54 86 58 N/A 22 89 99
5303
YobieBen
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …
B 73 55 96 51 36 81 88
5304
jesamkim
Converts HTML files or HTML content to PDF using Puppeteer's browser rendering …
B 73 55 80 100 N/A 26 95 44
5305
silkyland
Senior Consult MCP Claim
Enables AI agents to consult expert models (Claude, GPT, Gemini, DeepSeek, Z.ai…
B 73 55 78 57 48 81 99
5306
williamvd4
Enables free web searching using Google search results with no API keys require…
B 73 55 94 100 21 81 47
5307
AgentWong
A persistent memory implementation using a local knowledge graph that lets Clau…
B 73 55 78 71 36 80 92
5308
freefish1218
Enables users to download HuggingFace models through natural language requests …
B 73 55 86 38 71 82 88
5309
nguyenxtan
Enables real-time system monitoring and automation through MCP protocol with SS…
B 73 55 78 68 40 81 91
5310
darinkishore
Inbox MCP Claim
Transform your inbox into an intelligent, LLM-powered assistant that manages, o…
B 73 55 78 75 29 76 97
5311
marcopesani
think-mcp-server Claim
A minimal MCP Server that provides Claude AI models with the 'think' tool capab…
B 73 55 70 60 48 84 98
5312
alisaitteke
noun-mcp Claim 1
MCP server for The Noun Project - search and download icons directly in Cursor …
B 73 54 63 71 N/A 57 81 94
5313
MonsterOne1
memU MCP Server Claim
Enables AI applications to use advanced memory management capabilities through …
B 73 55 84 68 30 81 92
5314
ozten
cantrip Claim 1
MCP server for Cantrip — AI-powered GTM engine for solo founders
B 73 55 45 100 N/A 56 83 79
5315
olibuijr
Fetches latest news from 6 Icelandic sources via 60+ RSS feeds across categorie…
B 73 55 90 100 25 81 45
5316
mastanley13
Connects Claude Desktop to GoHighLevel CRM, providing 269+ tools across 19 cate…
B 73 55 84 68 29 81 91
5317
PV-Bhat
Professional Gemini API integration for Claude and MCP-compatible hosts with in…
B 73 55 100 43 47 81 86
5318
LetsCodeTheBrain
Enables Claude to interact with git repositories by providing real-time access …
B 73 54 90 48 N/A 19 95 100
5319
folderr-tech
Folderr Claim 2
A Model Context Protocol (MCP) server that provides tools to interact with Fold…
B 73 55 90 63 17 78 100
5320
masseater
Enables AI models to manage n8n workflow automation through a standardized inte…
B 73 55 78 68 55 81 75
5321
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 55 60 82 N/A 31 95 86
5322
sancovp
MCPify Claim
Provides instant access to MCP development documentation, best practices, produ…
B 73 55 84 87 N/A 24 95 58
5323
talknerdytome-labs
This MCP server searches Google's public ads database and uses AI to analyze ad…
B 73 55 72 71 37 81 94
5324
hechtcarmel
Vertica MCP Server Claim
Enables AI assistants to query and explore Vertica databases through natural la…
B 73 55 84 63 38 80 93
5325
zhenkai-dev
Provides real-time weather forecasts for locations across Malaysia by fetching …
B 73 54 72 67 N/A 27 92 95
5326
greatSumini
Crawls Korean stock market data from Naver Finance, providing real-time informa…
B 73 55 66 62 56 83 99
5327
yeahdongcn
A Model Context Protocol server that allows managing VMware Fusion virtual mach…
B 73 55 57 82 N/A 42 95 82
5328
thehesiod
psquare Claim 1
MCP server for ParentSquare school-parent communication platform
B 73 55 39 82 N/A 50 95 100
5329
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5330
markswendsen-code
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
B 73 54 75 62 N/A 32 89 100
5331
Artegy
Enables comprehensive codebase analysis using Google's Gemini AI through CLI in…
B 73 54 90 58 N/A 16 95 91
5332
Dhavaleswar
Explore MCP Claim
A demonstration MCP server that exposes basic arithmetic tools (add, subtract, …
B 73 54 72 62 N/A 29 95 100
5333
jerichosequitin
Metabase Claim
A high-performance Model Context Protocol server for AI integration with Metaba…
B 73 54 64 48 N/A 75 95 88
5334
fcggamou
autoicd-mcp Claim 1
MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM…
B 73 55 57 75 54 82 95
5335
jujumilk3
ezmcp Claim 1
Easy-to-use MCP server framework specialized for SSE.
B 73 54 96 42 N/A 41 90 84
5336
GetMystAdmin
urdb-mcp Claim
Search URDB for product integrity scores, enshittification events, and change t…
B 73 54 78 65 N/A 52 75 92
5337
Ramsi-K
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
B 73 54 78 56 N/A 24 95 100
5338
NehoraiHadad
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
B 73 55 94 82 51 81 44
5339
landicefu
Enables AI agents to break down complex tasks into manageable pieces using a st…
B 73 55 78 91 N/A 45 95 43
5340
mariano-cecowski
Store MCP Server Claim
Enables AI agents to store and retrieve information persistently using key-valu…
B 73 54 86 53 N/A 21 95 99
5341
kylegrahammatzen
Enables AI assistants to discover, fetch, and search through Tambo documentatio…
B 73 55 78 57 45 81 98
5342
nk900600
Gmail MCP Server Claim
Provides complete Gmail API integration for email management, including sending…
B 73 55 68 68 53 81 95
5343
j4sun
Garmin MCP Server Claim
Integrates with Garmin Connect to retrieve activity data, health metrics, and p…
B 73 55 84 68 21 81 97
5344
sscmfi
Enables AI assistants to perform high-precision Price and Yield calculations fo…
B 73 55 90 58 30 82 91
5345
mcp360
Unified MCP Gateway Platform, Marketplace & Custom MCPs
B 73 55 90 72 N/A 27 81 79
5346
dragosroua
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
B 73 55 90 100 29 81 44
5347
vibeforge1111
XMCP Claim
A comprehensive MCP server for X/Twitter featuring over 70 tools for research, …
B 73 55 86 43 53 78 100
5348
Cresium
Cresium MCP Server Claim
Enables AI tools to manage financial operations through the Cresium Partner API…
B 73 55 78 65 35 80 100
5349
nosolosoft
CCGLM MCP Server Claim
Enables Claude Code (Anthropic Sonnet) to invoke Z.AI's GLM-4.6 model through a…
B 73 55 84 68 21 80 96
5350
cruz-andr
otel-server Claim 2
MCP server for Docker container inspection and OpenTelemetry trace querying via…
B 73 66 85 80 31 69 81 96
Showing 5301–5350 of 46053 servers
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