MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33051 |
samyama-graph
Claim
Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher,…
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| 33052 |
Browsegrab
Claim
Token-efficient browser agent for local LLMs. Playwright + accessibility tree +…
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| 33053 |
agent-tasks
Claim
Pipeline task management for AI agents - stages, dependencies, artifacts, claim…
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| 33054 |
prueba1
Claim
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| 33055 |
sms-ru-mcp
Claim
MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.
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| 33056 |
MCP Metaculus Server
Claim
Retrieves historical prediction data, community forecasts, and user comments fr…
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| 33057 |
mcp-postgres
Claim
Enables AI agents to execute SQL queries and introspect PostgreSQL schemas, tab…
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| 33058 |
mcp-perception
Claim
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governan…
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| 33059 |
Codebeamer MCP Server
Claim
Enables efficient interaction with Codebeamer V3 APIs by consolidating 30+ indi…
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| 33060 |
Enables integration with Volcengine (火山引擎) knowledge base service through Claud…
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| 33061 |
GeoLabel
Claim
Turn GPS coordinates into place name, category, and live opening hours via Open…
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| 33062 |
redflag-mcp
Claim
An MCP server that provides queryable access to Anti-Money Laundering (AML) red…
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| 33063 |
mastra-test
Claim
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| 33064 |
Defense MCP
Claim
This is a Linux OS hardening tool. Take a fresh install and immediately harden …
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| 33065 |
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
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| 33066 |
ComfyUI MCP Server
Claim
Bridges ComfyUI's AI image generation workflows with game development, enabling…
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| 33067 |
Hospital WAF MCP
Claim
A Model Context Protocol server that exposes a hospital-oriented web applicatio…
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| 33068 |
MCP AWS SES Email Server
Claim
Enables sending emails through AWS Simple Email Service with support for single…
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| 33069 |
Video Fetch MCP
Claim
Enables downloading videos from 1000+ platforms including YouTube, Bilibili, Ti…
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| 33070 |
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
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| 33071 |
asdasdasdasdasdds
Claim
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| 33072 |
mifactory-payments
Claim
Stripe payments for AI agents. Create links, verify, manage customers.
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| 33073 |
bubblyphone-agents
Claim
MCP server for BubblyPhone that lets AI assistants make real phone calls, manag…
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| 33074 |
Give your MCP clients the ability to speak by running local voice models using …
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| 33075 |
n8n
Claim
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| 33076 |
baseguard-walletguard
Claim
On-chain token safety and wallet intelligence for autonomous agents. BaseGuard …
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| 33077 |
openapi-navigator
Claim
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
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| 33078 |
vsfclub
Claim
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| 33079 |
ai-runtime-guard
Claim
ai-runtime-guard is an MCP server that sits between your AI agent and your syst…
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| 33080 |
mcp-tacit
Claim
TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. …
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| 33081 |
Provides access to real-time satellite tracking data using the N2YO API, enabli…
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| 33082 |
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
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| 33083 |
n8n-mcp
Claim
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| 33084 |
lexilint
Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
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| 33085 |
legal-mcp-server
Claim
Search court records, patents, and trademarks for legal research
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| 33086 |
AgentAuth
Claim
Identity and auth for AI agents: credentials, tokens, delegations, and permissi…
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| 33087 |
ynab-mcp
Claim
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| 33088 |
CarScout
Claim
Search used car inventory, check NHTSA recalls, decode VINs, and manage automat…
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| 33089 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries for merge r…
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| 33090 |
lumberjack
Claim
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| 33091 |
Send letters, postcards, notecards, and gift cards via postal mail.
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| 33092 |
BizIntel
Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
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| 33093 |
airbnb_search
Claim
An Airbnb search desktop extension that offers advanced filtering features and …
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| 33094 |
humanMCP
Claim
Personal MCP server for publishing art with cryptographic authorship proof and …
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| 33095 |
test
Claim
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| 33096 |
Gmail MCP Server
Claim
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
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| 33097 |
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
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| 33098 |
zomato
Claim
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| 33099 |
Pelaris
Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
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| 33100 |
Redmine MCP Server
Claim
Exposes Redmine data to MCP clients through OAuth 2.1 authentication, enabling …
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