MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29602
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8001
guangxiangdebizi
News MCP Server Claim
A smart news search server that automatically switches between multiple news AP…
C 69 55 78 100 29 81 40
8002
CalvinMagezi
MTS MCP Server Claim 1
A comprehensive suite of Model Context Protocol servers designed to extend AI a…
C 69 55 84 58 24 74 95
8003
MetehanYasar11
A Model Context Protocol compliant server that provides RESTful API access to U…
C 69 55 78 56 28 81 91
8004
Augmented-Nature
GTEx MCP Server Claim
Enables AI assistants to query and analyze genomics data from the GTEx Portal t…
C 69 55 84 91 31 81 37
8005
YangLiangwei
PersonalizationMCP Claim
Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibil…
C 69 55 82 43 46 76 93
8006
DyxBenjamin
MCP Starter Claim
An agent-ready TypeScript template for building Model Context Protocol (MCP) se…
C 69 54 62 67 N/A 55 92 64
8007
jneless
TOS MCP Server Claim 1
Enables interaction with Volcengine's TOS (Object Storage) service through MCP …
C 69 55 72 65 45 80 79
8008
Docswrite
Generated content to Google Docs to WordPress while preserving formatting and s…
C 69 55 68 66 26 80 95
8009
HaroldFinchIFT
A Model Context Protocol (MCP) server for querying NIST National Vulnerability …
C 69 55 80 36 45 87 92
8010
arjun1194
insta-mcp Claim 2
Instagram MCP server for analytics and insights. Get account overviews, posts, …
C 69 54 70 72 N/A 29 89 73
8011
lordbasilaiassistant-sudo
MCP server for Base wallet interactions: balances, gas, tokens, allowances, ENS.
C 69 54 51 62 N/A 33 95 100
8012
nkapila6
mcp-local-rag Claim
"primitive" RAG-like web search model context protocol (MCP) server that runs l…
C 69 54 64 31 N/A 77 91 88
8013
tryp0xy1us
A minimal Model Context Protocol server that provides a simple tool for adding …
C 69 44 50 N/A N/A 27 95 100
8014
bsmi021
A Model Context Protocol server implementation that provides a standardized int…
C 69 54 45 71 N/A 35 91 99
8015
Aki894
mcp-ClinicalTrial Claim 1
An MCP server that interacts with the ClinicalTrials.gov API v2 to perform drug…
C 69 55 63 63 37 83 92
8016
jwaldor
Puppeteer MCP Server Claim 1
Enables LLMs to perform web browsing tasks, take screenshots, and execute JavaS…
C 69 54 72 50 N/A 20 95 98
8017
tolutronics
Stem MCP Server Claim
Enables AI-powered audio processing including stem separation, vocal extraction…
C 69 54 84 43 N/A 22 95 91
8018
kwp-lab
MCP Fetch With Proxy Claim 1
mcp-fetch
C 69 55 78 82 49 78 48
8019
Tom-Semple
MCP Apple Notes Claim 2
A Model Context Protocol server that enables semantic search and RAG over your …
C 69 54 63 58 N/A 21 95 98
8020
vilasone455
API MCP Server Claim
A TypeScript-based MCP server that implements a simple notes system, providing …
C 69 55 82 82 N/A 29 95 37
8021
dmitry-melnishin
Provides weather forecasts and alerts for US locations using the National Weath…
C 69 55 60 72 29 82 97
8022
byPawel
tachibot-mcp Claim 2
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimiz…
C 69 54 96 31 N/A 70 64 84
8023
firejeff01
Provides a unified, read-only interface for executing SQL queries across multip…
C 69 54 54 62 N/A 35 92 99
8024
mxxfun
splid_mcp Claim
C 69 54 72 42 N/A 42 95 89
8025
zicez
MCP-PDF2MD Claim
Converts PDF files from local storage or URLs to structured Markdown format usi…
C 69 55 54 82 42 81 82
8026
jacebenson
A Model Context Protocol server that integrates with ServiceNow instances, allo…
C 69 54 51 57 N/A 40 95 100
8027
boldcommerce
Magento 2 MCP Server Claim 1
A Model Context Protocol server that connects to a Magento 2 REST API, allowing…
C 69 55 53 68 45 81 99
8028
RFingAdam
Provides instant access to EMC emission limits, frequency allocations, restrict…
C 69 55 90 47 26 81 89
8029
wubbyweb
MCP Demo Project Claim
A demonstration server implementing the Model Context Protocol (MCP) with both …
C 69 55 72 58 23 81 100
8030
Vaishnavi-Raykar
Provides file search functionality with tools for both partial keyword matching…
C 69 55 78 83 N/A 26 95 43
8031
jerroldneal
An MCP server that uses Puppeteer and headless Chrome to scrape YouTube transcr…
C 69 55 75 56 26 80 100
8032
shtansky-bikeleasing
Weather MCP Server Claim
Enables users to fetch current weather conditions for any city worldwide and di…
C 69 55 78 62 28 69 100
8033
Kamatalarajeev
Crypto MCP Server Claim
Provides real-time and historical cryptocurrency market data from 100+ exchange…
C 69 55 72 61 21 81 100
8034
fangmd
Time MCP Claim
Provides time-related tools for LLM applications, enabling retrieval of current…
C 69 55 72 58 24 81 100
8035
currentspace
A secure MCP server that enables querying PostgreSQL databases through an SSH t…
C 69 55 78 58 22 81 94
8036
pnilan
midi-mcp Claim 1
An MCP server that enables AI models to control electronic music instruments by…
C 69 55 39 82 N/A 30 92 98
8037
The-Focus-AI
Mastodon MCP Claim 1
A Model Context Protocol server that provides tools for interacting with Mastod…
C 69 55 53 72 50 78 93
8038
AndresGarciaSobrado91
A server that provides tools to interact with Databricks for cluster, job, note…
C 69 54 74 38 N/A 34 95 100
8039
Coder-RL
A production-ready MCP server ecosystem providing Claude AI with 150+ specializ…
C 69 54 90 36 N/A 31 87 93
8040
HamzaFarhan
Memory MCP Claim
A knowledge-graph-based memory system for AI agents that enables persistent inf…
C 69 54 60 60 N/A 25 95 100
8041
ECamposSoria
Leverages Google's Gemini AI with a 1M token context window for comprehensive c…
C 69 55 78 48 40 81 92
8042
ConstantineB6
comfy-pilot Claim 1
MCP server for ComfyUI that lets AI agents view, edit, and run node-based image…
C 69 54 75 31 N/A 68 90 82
8043
garimiddisuman
Connects Jira projects to AI assistants, enabling natural language queries to v…
C 69 55 78 55 24 80 95
8044
ziyadmir
Provides comprehensive NBA player statistics from basketball-reference.com, del…
C 69 55 72 48 37 82 100
8045
sfyyy
Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users t…
C 69 55 72 55 41 81 92
8046
rakeshpvconnect-ops
MCP Tool Server Claim
A production-ready Python MCP server providing tools for fetching live weather …
C 69 54 72 56 N/A 25 87 96
8047
spryker-community
Provides natural language search capabilities for Spryker GitHub repositories, …
C 69 55 54 100 52 80 53
8048
almide
Almide MCP Server Claim
Enables AI agents to compile, execute, and check Almide code for syntax or comp…
C 69 54 62 61 N/A 35 87 93
8049
cloudflare
Workers MCP Claim
A package that connects Claude Desktop and other MCP clients to Cloudflare Work…
C 69 55 86 32 57 81 87
8050
ParasSolanki
Github MCP Server Claim 1
Provides integration with Github through the Model Context Protocol (MCP), allo…
C 69 55 74 60 29 80 92
Showing 8001–8050 of 47628 servers
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