MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47101
KTCrisis
flux7-mesh Claim
Guardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy …
47102
dreamchaser.esque
sss Claim
N/A N/A 95
47103
aiproductscout
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
47104
mcpflow
MCP server for managing Netlify sites, enabling operations such as creating sit…
N/A N/A
47105
nso-india
Provides AI-ready access to Indian government statistics through MCP, enabling …
47106
amcharrett-6als
qualitycoach Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
81
47107
kennyzheng-builds
Enables AI agents to semantically search, ask questions about, and analyze vide…
47108
unicrawler
v0-1-0 Claim
N/A N/A 95
47109
taka392
discord-mcp Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
47110
CSOAI-ORG
quiz-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47111
NacoSolutions
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
N/A N/A 95
47112
novyxlabs
novyx-mcp Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
95
47113
blofin
blofin-mcp Claim
Provides 40 tools for BloFin cryptocurrency exchange, enabling market data, acc…
47114
mikimatsub
swsd Claim
MCP server for SolarWinds Service Desk: tickets, knowledge base, and the servic…
N/A N/A
47115
axel-belfort
GDPR compliance scanner API for AI agents. Audit any website for EU data protec…
N/A N/A 95
47116
justpoypoy
mcp-database Claim
MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) e…
N/A N/A
47117 N/A N/A 95
47118
Wolflangis
Video Loom Claim
Turn audio or text into a finished AI music video: narrative, multi-provider cl…
47119
pawankumar94
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
N/A N/A
47120
Inferensys
Contextful Claim
Efficient context management: code search, evidence packs, and memory for codin…
N/A N/A
47121
jayvee6
LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, rep…
N/A N/A
47122 N/A N/A 95
47123
YiyangLi
Enables Claude to manage Okta organizations, including users, groups, and appli…
47124
AlexZeitler
Aceto Claim
A local dev server with MCP interface for building HTML mockups together with a…
N/A N/A
47125
meshy-dev
Enables AI agents to create, manage, and download 3D models, textures, images, …
N/A N/A
47126
alphaiterations
mcp-server Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
N/A N/A
47127
kiarashedraki
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
47128 N/A N/A 95
47129
guyru
Provides AI assistants with access to Linux man pages for searching, retrieving…
N/A N/A
47130
sekskate56
A simple MCP server for interacting with Marinade Finance on Solana, providing …
N/A N/A
47131
chrismbryant
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
N/A N/A
47132
Gmail Claim 2
Gmail integration with OAuth authentication, message search, batch operations, …
N/A N/A 61
47133
baba786
An MCP server implementation that integrates with Angle One APIs to provide sta…
81
47134
Bilel-Eljaamii
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
N/A N/A
47135
ndl-systems
kevros-mcp Claim
Governance primitives for autonomous agents — verify actions against policy, re…
81
47136
sandraschi
Conversational AI control for Software Defined Radio via the Model Context Prot…
N/A N/A
47137
Ultrathink-Solutions
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
N/A N/A
47138
RRS-repositories
crm-mcp Claim
Bridges Claude Code to the Rowan Rose CRM, translating MCP tool calls into REST…
47139
Benmebrouk
Wauldo Claim
Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…
47140
neilswhite
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
81
47141
bwads001
An MCP server that provides tools for searching and analyzing Claude Code conve…
N/A N/A
47142
garystafford
Enables AI agents to search for stock photography based on current location and…
47143
SteveRadich
A basic MCP server for deployment to Amazon Bedrock AgentCore Runtime, enabling…
47144
thierryvm
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
N/A N/A
47145
faressoft
Enables AI agents to execute SQL queries and explore Snowflake databases using …
47146
kannandreams
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
N/A N/A
47147
jdc94
Enables security researchers to interact with Intigriti's bug bounty platform t…
47148
KogCat
kogcat-mcp Claim
Local-first judgment layer: counter-examples & blind spots from your own knowle…
N/A N/A
47149
Yaksh36
An MCP server that gives AI agents the ability to generate, edit, and manipulat…
N/A N/A
47150
lckx777
Provides 10 validation tools for direct response copywriting, including blind c…
N/A N/A
Showing 47101–47150 of 47403 servers
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