MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3001
kerlos
Elysia MCP Plugin Claim 1
A comprehensive ElysiaJS plugin for building Model Context Protocol (MCP) serve…
B 77 55 90 62 55 81 91
3002
openpharma-org
PubMed MCP Server Claim
Enables AI assistants to search and retrieve biomedical research articles from …
B 77 55 94 60 52 82 91
3003
Infisical
Infisical MCP Server Claim 1
A Model Context Protocol server that enables interaction with Infisical APIs fo…
B 77 55 71 70 66 81 99
3004
SuperCrazyKaizen
A Model Context Protocol server that enables execution of AppleScript and JavaS…
B 77 55 57 82 N/A 57 95 92
3005
hongsw
An intelligent MCP server that analyzes projects and recommends team compositio…
B 77 54 90 56 N/A 57 95 81
3006
open-feature
Provides OpenFeature SDK installation guidance for various programming language…
B 77 55 78 82 N/A 79 95 48
3007
tobedoit
Enables AI assistants to create and manage Google Calendar events with OAuth2 a…
B 77 55 86 67 52 81 91
3008
zibdie
SSH MCP Server Claim 1
Enables AI assistants to securely connect to and manage remote servers via SSH,…
B 77 55 90 63 61 76 93
3009
GIT-Viz-Team
GitViz MCP Claim
Visualizes Git history and commit logs with before/after animations for operati…
B 77 54 68 68 N/A 55 95 97
3010
truls27a
Favro MCP Claim 2
An MCP server for interacting with the Favro project management platform. It en…
B 77 55 61 82 66 82 95
3011
unclaimed-sol
unclaimed-sol Claim
Scan and reclaim dormant SOL from your Solana wallet. Powered by UnclaimedSOL.
B 77 54 67 77 N/A 50 95 94
3012
ssoma-dev
Enables AI assistants like Claude to interact with Lychee Redmine project manag…
B 77 55 84 77 30 83 99
3013
bquigley1
Enables interaction with Finix payment processing services through a simplified…
B 77 55 92 72 25 82 98
3014
laudoluxDev
lawtasksai-mcp Claim
200+ AI-powered legal research and drafting skills for attorneys — case law ana…
B 77 44 65 N/A N/A 44 95 99
3015
Alexander-Herranz
Provides access to cryptocurrency market data, exchange information, and blockc…
B 77 55 74 82 53 81 90
3016
arekhalpern
MCP-LOGO-GEN Claim
MCP Tool Server for Logo Generation. This server provides logo generation capab…
B 77 54 78 63 N/A 48 95 94
3017
miroslawfranek
Provides access to Open-E JovianDSS REST API documentation for intelligent sear…
B 77 55 90 57 61 81 92
3018
sellisd
mcp-units Claim 1
An MCP server that provides some common units conversions for cooking
B 77 54 75 63 N/A 44 95 100
3019
PublikPrinciple
Provides a standardized interface for AI assistants to interact with Obsidian v…
B 77 54 94 52 N/A 39 90 100
3020
bin38
mysql_mcp Claim
B 77 54 90 68 N/A 24 95 92
3021
pskill9
hn-server Claim 2
📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provid…
B 77 54 80 63 N/A 41 94 100
3022
Dave-London
test Claim
Auto-detects test framework (pytest, jest, vitest) and returns structured resul…
B 77 54 84 30 N/A 92 94 91
3023
orliesaurus
PulseMCP Server Claim 1
PulseMCP Server is a TypeScript-based MCP server that implements a simple notes…
B 77 55 84 100 44 81 61
3024
roquevaamonde
YouTube MCP Claim
Enables searching for songs on YouTube and automatically playing them in a web …
B 77 55 90 68 49 80 92
3025
CaullenOmdahl
MM Query Claim 1
Enables querying and comparing products from MM's retail (B2C) and wholesale (B…
B 77 55 92 68 39 78 96
3026
vltansky
Explain Changes Claim
Enables AI to perform peer review of its own code changes by displaying annotat…
B 77 54 78 60 N/A 59 95 90
3027
yryuu
Enables comprehensive local file system operations including searching and read…
B 77 54 90 61 N/A 30 92 99
3028
crystaldba
postgres-mcp Claim
All-in-one MCP server for Postgres development and operations, with tools for p…
B 77 54 88 31 N/A 77 95 97
3029
qso-graph
lotw-mcp Claim
MCP server for ARRL Logbook of The World (LoTW) that enables querying confirmat…
B 77 55 70 82 38 95 92
3030
ember-tooling
Ember MCP Server Claim 1
A Model Context Protocol server that provides tooling support for Ember.js deve…
B 77 55 77 58 81 80 95
3031
twolven
Provides comprehensive stock screening capabilities through Yahoo Finance. Enab…
B 77 54 90 65 N/A 42 90 90
3032
markacianfrani
An MCP server that allows coding agents to look up contextual rules and pattern…
B 77 66 69 100 85 22 81 93
3033
yWorks
mcp-typescribe Claim
MCP server that provides Typescript API information efficiently to the agent to…
B 77 54 84 58 N/A 61 89 91
3034
AyrtonFelipe
Groq MCP Server Claim
An intelligent server that connects applications to Groq's AI models, enabling …
B 77 54 78 75 N/A 39 95 86
3035
CPR43
Metabase MCP Server Claim 1
Enables AI assistants to interact with Metabase analytics platform, allowing us…
B 77 54 90 72 N/A 23 87 99
3036
sandsiv
Insight Digger MCP Claim
An enterprise-grade data analysis system that enables users to discover data so…
B 77 55 92 66 47 81 91
3037
domdomegg
Google Maps Places Claim
Allow AI systems to search for places and get business info via Google Maps Pla…
B 77 54 88 70 N/A 55 75 91
3038
bitrise-io
Bitrise Claim 1
MCP Server for Bitrise, enabling app management, build operations, artifact man…
B 77 66 56 80 97 54 81 88
3039
kiliczsh
mcp-mongo-server Claim 1
A Model Context Protocol Server for MongoDB
B 77 54 71 58 N/A 85 89 88
3040
andreax79
otp-mcp-server Claim
The server provides secure OTP (One-Time Password) generation. Supports TOTP (T…
B 77 55 78 66 54 82 99
3041
ZanzyTHEbar
🧠 High-performance persistent memory system for Model Context Protocol (MCP) po…
B 77 55 76 66 74 81 90
3042
buhe
mcp-rss Claim
MCP RSS is a Model Context Protocol (MCP) server for interacting with RSS feeds
B 77 54 84 62 N/A 52 95 83
3043
AetherCore-Dev
ag402-mcp Claim
Ag402 is the payment layer for Coinbase's x402 protocol. Wrap any API or MCP se…
B 77 55 84 48 78 81 95
3044
aws
AWS MCP Server Claim
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
B 77 54 80 37 N/A 92 95 91
3045
eddmann
A Model Context Protocol (MCP) server for Garmin Connect integration. Access yo…
B 77 55 70 82 52 92 86
3046
alpadalar
netops-mcp Claim
Comprehensive DevOps and networking MCP server providing standardized access to…
B 77 54 70 70 N/A 59 92 93
3047
jdesl55
A local-first security system for autonomous AI agents that provides tools for …
B 77 54 78 67 N/A 53 92 90
3048
jeanpfs
stock-images-mcp Claim 1
MCP server to search and download stock images from Pexels, Unsplash, and Pixab…
B 77 55 94 61 48 80 91
3049
szeider
MCP-DBLP Claim 1
A Model Context Protocol server that provides access to the DBLP computer scien…
B 77 55 79 74 50 81 95
3050
mrelph
Connects Claude to TeamSnap accounts to access teams, rosters, events, and avai…
B 77 55 94 68 30 81 99
Showing 3001–3050 of 59573 servers
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