MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24686
Scored
1286
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33051
samyama-ai
Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher,…
N/A N/A
33052
QuartzUnit
Browsegrab Claim
Token-efficient browser agent for local LLMs. Playwright + accessibility tree +…
N/A N/A 95
33053
keshrath
agent-tasks Claim
Pipeline task management for AI agents - stages, dependencies, artifacts, claim…
N/A N/A
33054
chipsan
prueba1 Claim
N/A N/A 95
33055
theYahia
sms-ru-mcp Claim
MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.
N/A N/A
33056
chestnutforty
Retrieves historical prediction data, community forecasts, and user comments fr…
81
33057
Filipescordeiro2
mcp-postgres Claim
Enables AI agents to execute SQL queries and introspect PostgreSQL schemas, tab…
33058
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governan…
33059
varunjain-byte
Enables efficient interaction with Codebeamer V3 APIs by consolidating 30+ indi…
81
33060
MCP-Mirror
Enables integration with Volcengine (火山引擎) knowledge base service through Claud…
81
33061
TylerCoxDruin
GeoLabel Claim
Turn GPS coordinates into place name, category, and live opening hours via Open…
N/A N/A 83
33062
redflag-mcp Claim
An MCP server that provides queryable access to Anti-Money Laundering (AML) red…
N/A N/A
33063
artiomdiu
mastra-test Claim
N/A N/A 95
33064
bottobot
Defense MCP Claim
This is a Linux OS hardening tool. Take a fresh install and immediately harden …
33065
hopx-mcp Claim 1
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
N/A N/A 81
33066
PurlieuStudios
Bridges ComfyUI's AI image generation workflows with game development, enabling…
N/A N/A 95
33067
A Model Context Protocol server that exposes a hospital-oriented web applicatio…
33068
i-dream-of-ai
Enables sending emails through AWS Simple Email Service with support for single…
81
33069
pickstar-2002
Enables downloading videos from 1000+ platforms including YouTube, Bilibili, Ti…
81
33070
Stellar Memory Claim 1
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
N/A N/A 61
33071 N/A N/A 95
33072
Stripe payments for AI agents. Create links, verify, manage customers.
33073
JobXDubai
MCP server for BubblyPhone that lets AI assistants make real phone calls, manag…
33074
local-voice-mcp Claim 1
Give your MCP clients the ability to speak by running local voice models using …
N/A N/A 81
33075
86755crj
n8n Claim
N/A N/A 95
33076
On-chain token safety and wallet intelligence for autonomous agents. BaseGuard …
33077
mikegaruccio
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
N/A N/A 95
33078
kirandk
vsfclub Claim
N/A N/A 95
33079
jimmyracheta
ai-runtime-guard is an MCP server that sits between your AI agent and your syst…
N/A N/A 95
33080
lampepfl
mcp-tacit Claim
TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. …
N/A N/A
33081
MCP-Mirror
Provides access to real-time satellite tracking data using the N2YO API, enabli…
81
33082
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
33083
Leaders-of-AI
n8n-mcp Claim
N/A N/A 95
33084
raunakkathuria
lexilint Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
N/A N/A
33085
TheNextGenNexus
Search court records, patents, and trademarks for legal research
N/A N/A 83
33086
radi-totev
AgentAuth Claim
Identity and auth for AI agents: credentials, tokens, delegations, and permissi…
N/A N/A 75
33087
jakedsouza
ynab-mcp Claim
N/A N/A 95
33088
brunoamorim39
CarScout Claim
Search used car inventory, check NHTSA recalls, decode VINs, and manage automat…
33089
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
33090
jradm87
lumberjack Claim
N/A N/A 95
33091
thanksio
Send letters, postcards, notecards, and gift cards via postal mail.
N/A N/A 95
33092
sjcripps
BizIntel Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
81
33093
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
N/A N/A 95
33094
kapoost
humanMCP Claim
Personal MCP server for publishing art with cryptographic authorship proof and …
33095
pierre
test Claim
N/A N/A 95
33096
s-palmer
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
81
33097
pabloweyne
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
81
33098
kamath
zomato Claim
N/A N/A 95
33099
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
33100
daxonet
Exposes Redmine data to MCP clients through OAuth 2.1 authentication, enabling …
Showing 33051–33100 of 33332 servers
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