MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11051
gwbischof
outsource-mcp Claim
Give your AI assistant its own AI assistants. For example: "Could you ask opena…
C 64 55 68 30 43 80 100
11052
RapidoCloud
MCP Force Claim
Enables AI agents to interact with Salesforce organizations through natural lan…
C 64 55 96 53 49 81 27
11053
feiming-afk
weather-mcp-server Claim
C 64 54 62 31 N/A 39 94 90
11054
Epiphany-0312
Genanki MCP Server Claim
Enables automated generation of Anki flashcard decks with rich CSS templates an…
C 64 55 66 73 25 81 63
11055
clarencyu-boop
sentinel Claim
Crypto trading backtesting, bot deployment, AI strategy, and account management…
C 64 66 88 72 0 62 71 95
11056
curio184
Zaifer-MCP Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
C 64 55 66 38 37 82 93
11057
kjozsa
Jenkins MCP Claim
Enables managing Jenkins operations like listing jobs, triggering builds, and c…
C 64 55 60 43 39 80 98
11058
Traia-IO
ICON MCP v103 Claim
Provides AI agents and LLMs with secure access to the ICON MCP v103 API via Bea…
C 64 55 68 46 24 81 91
11059
prncsclo-create
MCP on Vercel Claim 1
A deployment template for running Model Context Protocol servers as Vercel Func…
C 64 66 84 75 0 48 74 100
11060
zachsai
Hevy MCP Claim 1
An MCP server that connects AI clients to the Hevy workout tracking app, allowi…
C 64 55 45 67 30 80 93
11061
PetrefiedThunder
mcp-pubmed Claim 1
An MCP server that provides access to PubMed and NCBI's biomedical literature d…
C 64 55 39 53 55 82 97
11062
kkShrihari
Integrates the miEAA 3.x bioinformatics platform with Claude Desktop, enabling …
C 64 55 78 65 33 83 47
11063
whdghk1907
MCP News Collector Claim 1
A Model Context Protocol server that collects and analyzes Korean stock market …
C 64 55 51 68 36 81 82
11064
NazarKY
Work Integrations MCP Claim 1
An MCP server that enables interaction with Jira to fetch issues by key and per…
C 64 55 71 31 35 81 99
11065
ArjunCodess
Connects AI tools to Storyblok CMS, allowing users to manage content through na…
C 64 55 70 82 43 81 33
11066
dragon1086
kospi-kosdaq Claim 2
An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP.
C 64 55 51 46 52 80 94
11067
arnaldo-delisio
Enables interaction with X (Twitter) to post tweets, threads, and replies while…
C 64 55 60 40 37 82 98
11068
RoeeJ
SEQ MCP Server Claim
Enables LLMs to query and analyze logs from SEQ structured logging server with …
C 64 66 84 72 0 51 81 95
11069
Nielsen642
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
C 64 55 80 32 25 81 92
11070
serima
Enables searching and retrieving articles from Hatena Blog through Claude Deskt…
C 64 55 72 35 25 81 100
11071
yangkyeongmo
Enables integration with OpenMetadata by wrapping its REST API for standardized…
C 64 55 60 35 63 78 90
11072
Traia-IO
USDC MCP Server Claim
Enables AI agents and LLMs to interact with USDC API endpoints through a standa…
C 64 55 68 41 24 80 99
11073
rezashahnazar
Enables intelligent product discovery on Digikala (Iran's largest e-commerce pl…
C 64 55 60 56 27 81 92
11074
2799662352
A professional AI agent system that provides 10+ specialized agents and 25+ MCP…
C 64 55 66 31 42 81 99
11075
kukapay
whereami-mcp Claim
A lightweight mcp server that tells you exactly where you are.
C 64 55 66 33 38 83 100
11076
crazyrabbitLTC
An MCP server that implements a structured workflow for LLM-based coding, guidi…
C 64 55 77 82 33 81 32
11077
denar90
Plays Spotify tracks or system sounds as notifications when Claude Code complet…
C 64 64 84 70 0 38 87 99
11078
y-nihat
Math MCP Server Claim
Provides mathematical operations through MCP, enabling addition and multiplicat…
C 64 55 60 38 36 82 100
11079
CH-122
MCP Server Demo Claim
A monorepo containing three Model Context Protocol (MCP) servers that enable na…
C 64 55 66 61 23 81 81
11080
TamiShaks-2
git-context-mcp Claim
Local MCP server that provides structured Git repository analysis (project stat…
C 64 54 60 50 N/A 25 90 87
11081
kukapay
whattimeisit-mcp Claim
A lightweight mcp server that tells you exactly what time is it based on your I…
C 64 55 60 36 40 82 100
11082
3rzy
Make MCP Server Claim 1
An integration server that allows Claude Desktop to communicate with Make (form…
C 64 54 66 43 N/A 18 91 93
11083
llxxbb
MCP-Prototype Claim
Enables AI to create interactive HTML-based software prototypes with navigation…
C 64 54 74 26 N/A 37 95 80
11084
gcorroto
Planka MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 64 55 57 100 26 81 40
11085
ADEOSec
A Model Context Protocol server that provides access to Shodan and VirusTotal A…
C 64 55 73 35 27 80 97
11086
kbcrumbs
mcp Claim
Live threat intel for Claude — CVE, KEV predictions, IP lookup, malware hashes.…
C 64 54 60 37 N/A 27 92 100
11087
Wildebeest
MCP PDF Forms Claim
A server providing PDF form manipulation tools via MCP's API, allowing users to…
C 64 55 72 33 28 80 99
11088
yuanoOo
OceanBase MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to securely interact…
C 64 55 75 28 40 81 91
11089
SalmanFaris7
Provides secure access to Kali Linux penetration testing tools including nmap, …
C 64 54 68 36 N/A 21 95 94
11090
patgpt
Cosmic MCP Server Claim
A production-ready Model Context Protocol server for interacting with Cosmic he…
C 64 55 72 10 64 83 95
11091
codyde
MCP File Server Claim 1
Enables AI models to perform file system operations (reading, creating, and lis…
C 64 54 54 58 N/A 20 95 86
11092
kukapay
wallet-inspector-mcp Claim 1
An MCP server that empowers AI agents to inspect any wallet’s balance and oncha…
C 64 55 57 48 39 81 95
11093
luiox
openocd-mcp Claim
An OpenOCD debug MCP server that manages debugging targets and sessions by reus…
C 64 54 62 33 N/A 49 90 89
11094
ricauts
CyberMCP Claim 2
A Model Context Protocol server designed for testing backend APIs for security …
C 64 55 63 82 56 81 29
11095
mquan
Routine Claim 1
An MCP server that allows users to create custom tools on the fly by stitching …
C 64 55 61 82 N/A 23 95 46
11096
hfyydd
localplay-mcp Claim
control mouse on your local computer
C 64 54 42 50 N/A 41 90 100
11097
Valerio357
mcp_server1 Claim
C 64 54 46 60 N/A 21 95 92
11098
myuon
Refactor MCP Claim 1
A Model Context Protocol server that provides powerful regex-based code refacto…
C 64 55 57 100 26 81 43
11099
aadilakbar
Enables AI assistants to interact with Odoo data using natural language to sear…
C 64 55 54 46 47 80 95
11100
shenyimings
DocNav-MCP Claim
DocNav is a Model Context Protocol (MCP) server which empowers LLM Agents to re…
C 64 55 66 31 43 81 99
Showing 11051–11100 of 66495 servers
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