MCP Server Quality Scores
Independent quality analysis of 41393 public MCP servers
Last updated 2 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36101 |
Cal MCP Server
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Enables AI assistants to answer mortgage-related queries by providing tools for…
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| 36102 |
drainbrain
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AI-powered Solana token rug pull detection with ML ensemble scoring and honeypo…
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| 36103 |
nyc-friend
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| 36104 |
SimpleMCP
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A lightweight MCP server that auto-discovers tool kits, enabling tools like SQL…
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| 36105 |
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
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| 36106 |
trello-mcp-server
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Integrates Trello with Claude Code for advanced project planning and task manag…
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| 36107 |
Axiom Agentic Tools
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x402-paid Base agent tools (USDC). 5 deterministic tools. No API keys. No NFT p…
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| 36108 |
fastalert
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| 36109 |
Flashlight
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Enables whole-codebase code search using natural language queries by leveraging…
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| 36110 |
big-potential-330016
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| 36111 |
Provides comprehensive system diagnostics and hardware analysis through 10 spec…
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| 36112 |
MusicMCP.AI MCP Server
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Enables AI-powered music generation through natural language commands, supporti…
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| 36113 |
@mempalace/mcp-dev
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Enables AI coding assistants to access grounded, branch-scoped codebase context…
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| 36114 |
Gmail integration with OAuth authentication, message search, batch operations, …
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| 36115 |
uk-aml-mcp
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| 36116 |
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
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| 36117 |
Law.AI — Lawyer Search
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Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
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| 36118 |
Argent
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Enables AI assistants to interact with iOS Simulators and Android Emulators, al…
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| 36119 |
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
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| 36120 |
note-taker-mcp
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| 36121 |
MCP server for Google Workspace APIs enabling reading, creating, and editing Go…
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| 36122 |
inkscape_mcp
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MCP server that lets AI agents drive Inkscape — interactively alongside the GUI…
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| 36123 |
Dive admin
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Lets Claude / ChatGPT / Gemini interact with a dive center's data — divers, boo…
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| 36124 |
Vibe-Coder MCP Server
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Implements a structured development workflow for LLM-based coding with feature …
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| 36125 |
mcp-on-vercel
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A template for deploying an MCP server on Vercel, with example tools like roll_…
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| 36126 |
password-ai-mcp
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password-ai-mcp MCP server by MEOK AI Labs
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| 36127 |
plantos
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Agricultural intelligence MCP server providing soil analysis, weather data, cro…
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| 36128 |
RecruiterCheck MCP
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MCP server for scam-risk checks on job postings, recruiter emails, and company …
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| 36129 |
Backtesting Arena
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Daily Bitcoin/crypto cycle scoring, on-chain indicators, strategy insights, on-…
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| 36130 |
mcp-semgrep-scanner
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Run Semgrep static analysis from an AI agent. OWASP top 10, secrets detection, …
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| 36131 |
agentforge-mcp
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Turn rough requests into rigorously structured prompts for any coding agent. Qu…
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| 36132 |
TrustBench
Claim
x402 provider rankings + Ed25519-signed payment receipts + signature verificati…
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| 36133 |
@event4u/agent-config
Claim
Universal AI Agent OS — governed skills, rules, and commands for AI coding assi…
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| 36134 |
mcp-server-github
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Enables interaction with GitHub repositories, issues, pull requests, code searc…
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| 36135 |
secfinapi-mcp
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MCP server for SEC Financial API providing access to financial data from the U.…
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| 36136 |
atlas-mcp-server
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Hosted MCP for stocks, options, Greeks, brokers, order previews, alerts, and wo…
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| 36137 |
test
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| 36138 |
weather-mcp
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| 36139 |
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
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| 36140 |
cpp26-adapter
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C++26 paper reference MCP (`cpp26-ref`) backing a Claude Code plugin: `lookup_p…
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| 36141 |
mcp-kicad-pcb-inspector
Claim
Parse and analyze KiCad PCB files from AI agents — layer stackup, net listing, …
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| 36142 |
timebook
Claim
Track time on usetimebook.com - start/stop timers, log entries, list projects/c…
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| 36143 |
Statly Docs MCP Server
Claim
Provides AI agents with access to Statly SDK and API documentation, enabling se…
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| 36144 |
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
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| 36145 |
organizze-mcp
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| 36146 |
FoundryVTT MCP Server
Claim
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
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| 36147 |
connectwise-manage-mcp
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An MCP server for ConnectWise Manage PSA, enabling management of tickets, proje…
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| 36148 |
FramesCLI
Claim
Make videos AI-readable. Extract timestamped frames and transcripts from any vi…
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| 36149 |
dominion-observatory
Claim
Behavioral trust scoring for MCP servers and AI agents. Live registry tracking …
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| 36150 |
Clio MCP Server
Claim
A secure MCP server that integrates with Clio practice management software, all…
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