MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29201 |
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
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| 29202 |
Xylent MCP Server
Claim
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
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| 29203 |
Enable AI-powered web browser automation with natural language commands. Contro…
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| 29204 |
Hello
Claim
Create quick, personalized greetings by name. Test workflows and integrations w…
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| 29205 |
mcp-kp
Claim
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| 29206 |
NCBI Entrez MCP Server
Claim
Provides access to NCBI's scientific databases including E-utilities, PubChem, …
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| 29207 |
Connect AI agents to licensed financial intermediaries in France: insurance, cr…
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| 29208 |
mcp_mtrade_tis
Claim
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| 29209 |
MCP Energy Server
Claim
Provides access to comprehensive U.S. and international energy data from the EI…
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| 29210 |
An MCP server that allows Claude Desktop to query Monad testnet for MON token b…
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| 29211 |
Memory MCP Server
Claim
Enables agents to maintain persistent memory through three-tiered architecture:…
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| 29212 |
Twilio API MCP Server
Claim
Expose Twilio's APIs to AI assistants and tools supporting the Model Context Pr…
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| 29213 |
traepromptsmottivme
Claim
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| 29214 |
X64Dbg MCP Server
Claim
Enables AI-assisted reverse engineering and debugging through x64dbg integratio…
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| 29215 |
Enables the generation, management, and validation of Apple Shortcuts (.shortcu…
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| 29216 |
Enables secure MCP server functionality with Clerk authentication and user-spec…
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| 29217 |
MCP Localization Project
Claim
A system that localizes Model Context Protocol (MCP) functionality, integrating…
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| 29218 |
MCP Google Trends Server
Claim
Provides access to Google Trends search interest data with backtesting support,…
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| 29219 |
mcp-server-test
Claim
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| 29220 |
Provides comprehensive development tools for FastMCP projects including documen…
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| 29221 |
browserbase
Claim
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| 29222 |
ine-esp-mcp
Claim
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| 29223 |
yfinance-mcp-ai
Claim
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| 29224 |
project-raspored
Claim
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| 29225 |
SmartSuite MCP Server
Claim
Enables interaction with SmartSuite workspace data through natural language, pr…
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| 29226 |
Retell Voice
Claim
Manage calls, numbers, voices, and agents on Retell to build and run phone and …
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| 29227 |
Colab MCP
Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
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| 29228 |
telnyx-mcp-aws
Claim
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| 29229 |
Salesforce Query
Claim
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
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| 29230 |
Edgar MCP Service
Claim
Enables deep analysis of SEC EDGAR filings through universal company search, do…
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| 29231 |
raw-discord-mcp
Claim
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| 29232 |
kanban
Claim
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| 29233 |
WAHA MCP Server
Claim
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
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| 29234 |
Official MCP server for Certifier to issue, manage, and track certificates and …
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| 29235 |
weather-mcp
Claim
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| 29236 |
test-smithery-server
Claim
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| 29237 |
A Model Context Protocol server for Dify that provides culture-related services…
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| 29238 |
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
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| 29239 |
Cloudways MCP Server
Claim
A simple MCP server that provides read-only access to Cloudways hosting resourc…
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| 29240 |
AI-native social listening. Monitor buying signals and run GTM workflows via na…
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| 29241 |
Data Commons MCP Server
Claim
Enables AI agents to query and retrieve public statistical data from Data Commo…
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| 29242 |
Remote MCP Server
Claim
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
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| 29243 |
A neuromorphic visual processing system that combines visual memory storage wit…
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| 29244 |
Evaluates UI designs for WCAG accessibility issues automated scanners miss. Pai…
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| 29245 |
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| 29246 |
MCP Gemini CLI
Claim
A server that allows interaction with Google's Gemini AI through the Gemini CLI…
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| 29247 |
Roblox MCP Server
Claim
Enables AI assistants to interact with running Roblox game instances by inspect…
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| 29248 |
DigitalOcean MCP Server
Claim
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
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| 29249 |
netskope-mcp
Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
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| 29250 |
Godot Scene Analyzer
Claim
Analyzes Godot game projects to enforce ECS architecture patterns, automaticall…
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