MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47101 |
flux7-mesh
Claim
Guardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy …
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| 47102 |
sss
Claim
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| 47103 |
FinCore Agentic Commerce
Claim
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
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| 47104 |
Netlify MCP Server
Claim
MCP server for managing Netlify sites, enabling operations such as creating sit…
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| 47105 |
MoSPI MCP Server
Claim
Provides AI-ready access to Indian government statistics through MCP, enabling …
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| 47106 |
qualitycoach
Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
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| 47107 |
videoseek-mcp
Claim
Enables AI agents to semantically search, ask questions about, and analyze vide…
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| 47108 |
v0-1-0
Claim
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| 47109 |
discord-mcp
Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
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| 47110 |
quiz-generator-ai-mcp
Claim
quiz-generator-ai-mcp MCP server by MEOK AI Labs
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| 47111 |
Modern CLI MCP Server
Claim
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
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| 47112 |
novyx-mcp
Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
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| 47113 |
blofin-mcp
Claim
Provides 40 tools for BloFin cryptocurrency exchange, enabling market data, acc…
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| 47114 |
swsd
Claim
MCP server for SolarWinds Service Desk: tickets, knowledge base, and the servic…
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| 47115 |
GDPR compliance scanner API for AI agents. Audit any website for EU data protec…
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| 47116 |
mcp-database
Claim
MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) e…
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| 47117 |
browserstack-mcp-server
Claim
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| 47118 |
Video Loom
Claim
Turn audio or text into a finished AI music video: narrative, multi-provider cl…
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| 47119 |
Confluence MCP Server
Claim
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
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| 47120 |
Contextful
Claim
Efficient context management: code search, evidence packs, and memory for codin…
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| 47121 |
Apple Mail MCP
Claim
LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, rep…
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| 47122 |
jira-cloud-mcp
Claim
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| 47123 |
Okta MCP Server
Claim
Enables Claude to manage Okta organizations, including users, groups, and appli…
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| 47124 |
Aceto
Claim
A local dev server with MCP interface for building HTML mockups together with a…
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| 47125 |
Meshy MCP Server
Claim
Enables AI agents to create, manage, and download 3D models, textures, images, …
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| 47126 |
mcp-server
Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
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| 47127 |
obot-admin-mcp
Claim
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
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| 47128 |
vsfclubshashi
Claim
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| 47129 |
MCP Man Pages Server
Claim
Provides AI assistants with access to Linux man pages for searching, retrieving…
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| 47130 |
A simple MCP server for interacting with Marinade Finance on Solana, providing …
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| 47131 |
claude-journal
Claim
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
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| 47132 |
Gmail integration with OAuth authentication, message search, batch operations, …
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| 47133 |
An MCP server implementation that integrates with Angle One APIs to provide sta…
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| 47134 |
cwe-search_mcp
Claim
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
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| 47135 |
kevros-mcp
Claim
Governance primitives for autonomous agents — verify actions against policy, re…
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| 47136 |
SDR MCP Server
Claim
Conversational AI control for Software Defined Radio via the Model Context Prot…
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| 47137 |
fastmcp-gateway
Claim
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
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| 47138 |
crm-mcp
Claim
Bridges Claude Code to the Rowan Rose CRM, translating MCP tool calls into REST…
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| 47139 |
Wauldo
Claim
Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…
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| 47140 |
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
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| 47141 |
cc-session-search
Claim
An MCP server that provides tools for searching and analyzing Claude Code conve…
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| 47142 |
Enables AI agents to search for stock photography based on current location and…
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| 47143 |
AgentCore MCP Server
Claim
A basic MCP server for deployment to Amazon Bedrock AgentCore Runtime, enabling…
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| 47144 |
Coda MCP Server
Claim
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
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| 47145 |
snowflake-mcp
Claim
Enables AI agents to execute SQL queries and explore Snowflake databases using …
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| 47146 |
dbt MCP Server
Claim
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
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| 47147 |
MCP Intigriti Server
Claim
Enables security researchers to interact with Intigriti's bug bounty platform t…
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| 47148 |
kogcat-mcp
Claim
Local-first judgment layer: counter-examples & blind spots from your own knowle…
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| 47149 |
mcp-server-bedrock-image
Claim
An MCP server that gives AI agents the ability to generate, edit, and manipulat…
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| 47150 |
Copywriting MCP Server
Claim
Provides 10 validation tools for direct response copywriting, including blind c…
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