MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46151 |
Manim MCP Server
Claim
Enables Claude to create mathematical animation videos using Manim, allowing vi…
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| 46152 |
hazmat-cfr-mcp
Claim
Complete 49 CFR 172.101 hazmat table lookup with special-provision decoding, ci…
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| 46153 |
Potarix Enricher
Claim
Find company websites and verified business emails through the Potarix Enricher…
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| 46154 |
Codex Control Plane MCP
Claim
Durable MCP control plane for long-running Codex Desktop tasks.
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| 46155 |
Taste
Claim
Expert review for AI agents. On-chain proof of human review.
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| 46156 |
paygentic
Claim
Enables AI agents to manage financial operations including balance checks, mone…
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| 46157 |
This TypeScript-based MCP server enables users to manage a simple notes system …
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| 46158 |
Equinix NetworkEdge MCP Server is an AI-powered interface that enables customer…
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| 46159 |
readfi1e_mcp
Claim
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| 46160 |
proxmox-mcp
Claim
A Python MCP server for Proxmox VE that lets AI agents read cluster status, pow…
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| 46161 |
Amazon Seller MCP Server
Claim
Exposes Amazon Selling Partner API tools for sellers to manage orders, inventor…
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| 46162 |
Letterboxd MCP Server
Claim
A comprehensive MCP server that enables users to interact with Letterboxd for s…
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| 46163 |
gnuradio-mcp-server
Claim
Enables natural language control of a live GNU Radio SDR flowgraph, allowing us…
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| 46164 |
mcpserver-luzia
Claim
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| 46165 |
Documize MCP Server
Claim
A Model Context Protocol (MCP) server that provides seamless integration with t…
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| 46166 |
glama-status-mcp
Claim
Daily-refreshed Glama TDQS score tracker for any MCP fleet. Scrapes per-tool gr…
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| 46167 |
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
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| 46168 |
devcontainer-mcp
Claim
Manage dev container environments via MCP (Docker, DevPod, Codespaces).
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| 46169 |
Graphing Calculator
Claim
Provide interactive graphing calculator capabilities to your agents, enabling t…
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| 46170 |
word-doc-mcp
Claim
MCP server for creating and reading Word (.docx) documents with rich formatting…
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| 46171 |
Jira MCP Server
Claim
Enables AI assistants to interact with self-hosted Jira instances for issue man…
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| 46172 |
OpenBusData
Claim
MCP server for UK Bus Open Data with timetable parsing, journey planning and li…
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| 46173 |
obra-cto
Claim
Local-first MCP that scores your codebase's build readiness. Your code never le…
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| 46174 |
GMC MCP Server
Claim
Enables interaction with Google Merchant Center through 34 tools across 9 modul…
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| 46175 |
glyphic
Claim
Generate 18 diagram types from structured JSON natively. Built for LLMs and age…
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| 46176 |
Google Ads MCP Server
Claim
Enables comprehensive management of Google Ads accounts by allowing users to cr…
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| 46177 |
todo-mcp-server
Claim
Enables Gemini CLI and other AI assistants to manage todos (create, read, updat…
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| 46178 |
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents a…
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| 46179 |
GPT MCP Server
Claim
Enables ChatGPT Desktop to securely access and search local filesystem files th…
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| 46180 |
agentradar
Claim
Trust scoring, scam detection, and EAS attestations for ERC-8004 + x402 agents …
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| 46181 |
Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pri…
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| 46182 |
WinCC V8 MCP Server
Claim
MCP server providing access to Siemens WinCC V8 SCADA systems via REST API, ena…
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| 46183 |
Simple MCP Server
Claim
A calculator MCP server providing add and subtract tools, along with file resou…
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| 46184 |
circle-agent-stack-mcp
Claim
Circle Agent Stack for AI agents: create USDC wallets, set spend policies, send…
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| 46185 |
boe
Claim
Search, read, and analyze consolidated Spanish legislation from the Boletín Ofi…
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| 46186 |
CatchAll
Claim
Web search API: find every relevant event across the open web, not just the top…
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| 46187 |
Enmask MCP Server
Claim
Enables AI assistants to interact with Enmask data masking tool via MCP tools f…
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| 46188 |
Obsidi MCP
Claim
Exposes Obsidian vault tools via Model Context Protocol (MCP) server over stdio…
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| 46189 |
mcp-themeparks
Claim
Enables access to live theme park wait times, schedules, and attraction data fr…
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| 46190 |
godot-mcp
Claim
MCP server for automating GDScript code linting, formatting, and export validat…
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| 46191 |
mcp-mode-switcher
Claim
An MCP server that lets you switch between different MCP configuration profiles…
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| 46192 |
AI-powered security scanning using Black Duck Signal for vulnerability detectio…
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| 46193 |
TrainHeroic
Claim
Allows for management of TrainHeroic Athlete accounts via MCP and the unofficia…
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| 46194 |
Refero MCP
Claim
Enables searching the Refero design catalog in plain English and generates DESI…
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| 46195 |
seedflip
Claim
100+ curated design systems for AI coding agents. Design taste, not guesswork.
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| 46196 |
Enables AI agents to query and mutate data in Microsoft Fabric data warehouse v…
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| 46197 |
wgea-mcp
Claim
Query the WGEA in plain English — employer pay gap, workforce composition, leav…
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| 46198 |
Text2Event
Claim
Extracts calendar events from natural-language text, with .ics and calendar lin…
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| 46199 |
pntr
Claim
Free developer subdomains with DNS, catch-all email, and webhook capture, manag…
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| 46200 |
mcp-server-docx
Claim
Enables creating professional Word documents from markdown or structured conten…
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