MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 4 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47101 |
mcp-outlook-calendar
Claim
Enables interaction with Outlook / Microsoft 365 calendar, allowing users to li…
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| 47102 |
mcp-hub
Claim
A lightweight control plane and local stdio agent that enables multiple MCP cli…
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| 47103 |
obsidian-kb
Claim
Git-backed MCP server for creating and maintaining an Obsidian-style markdown k…
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| 47104 |
planetary-agents
Claim
Converse with planetary-agent personas, council feeds & culinary debates from a…
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| 47105 |
roshan-fahm-mcp
Claim
MCP server wrapping Roshan AI's Fahm Persian language service, enabling chat, t…
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| 47106 |
api-changelog-tracker
Claim
Cloudflare Workers MCP server: api-changelog-tracker
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| 47107 |
api
Claim
MarketCheck automotive data: search US/UK listings, predict prices, decode VINs…
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| 47108 |
TG Analytics MCP
Claim
Enables LLM agents to analyze Telegram channels for ad purchasing, providing in…
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| 47109 |
FeatureBoard
Claim
Local-first project board MCP: an AI agent plans, works, verifies, and ships ti…
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| 47110 |
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
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| 47111 |
Sales MCP Server
Claim
Enables users to query enterprise sales data from a local SQLite database and i…
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| 47112 |
codemem
Claim
Persistent memory MCP server that captures coding session context and automatic…
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| 47113 |
MEOK Stripe ACP Checkout MCP — ChatGPT shopping bridge. Issues + verifies + sig…
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| 47114 |
OpenVAS-MCP
Claim
Self-hosted MCP server that gives AI agents structured access to OpenVAS vulner…
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| 47115 |
Stripe MCP Server
Claim
Enables natural language interaction with Stripe accounts to query customers, r…
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| 47116 |
Tripleshot MCP Server
Claim
Streamable HTTP MCP server that fronts api.tripleshot.ai, enabling AI clients t…
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| 47117 |
mcp-devops-onpremise
Claim
MCP server for on-premises Azure DevOps that lets AI assistants browse reposito…
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| 47118 |
stripe-mcp-server
Claim
A local MCP server for Stripe payment operations with 52 tools across 8 domains…
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| 47119 |
datagovin-mcp-server
Claim
Exposes India's open government data (data.gov.in) APIs via the Model Context P…
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| 47120 |
MCP Invoice
Claim
A Python MCP server for invoice and receipt processing that uses OCR technology…
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| 47121 |
MemCell
Claim
Living memory for AI coding agents: recall before acting, report outcomes so co…
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| 47122 |
legalize-kr MCP
Claim
Enables searching and browsing Korean legal documents from a local git clone of…
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| 47123 |
IslamicCorpusMCP
Claim
Enables querying the Quran, Tafsir (commentaries), and Hadith (sayings of Proph…
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| 47124 |
PBPK MCP Server
Claim
Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation…
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| 47125 |
ActiveDirectoryMCP
Claim
A comprehensive MCP server for managing Active Directory environments through L…
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| 47126 |
ireal-mcp
Claim
Builds piano-friendly iReal Pro chord charts with deterministic layout, harmoni…
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| 47127 |
vrchat-udon-mcp
Claim
MCP server that provides UdonSharp development tools for VRChat by indexing and…
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| 47128 |
MCP Recon
Claim
A comprehensive MCP server for web security reconnaissance, providing tools for…
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| 47129 |
MCP Server Template
Claim
A skeleton template for building MCP servers with SEP-1865 interactive widget s…
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| 47130 |
regex-ai-mcp
Claim
regex-ai-mcp MCP server by MEOK AI Labs
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| 47131 |
mcp-geodistance
Claim
Geographic coordinate math MCP server providing great-circle distance, destinat…
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| 47132 |
umbra
Claim
Stealth Chrome MCP server for AI agents providing 77 tools, perfect bot detecti…
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| 47133 |
blooming-pets
Claim
# Blooming Pets MCP Server
Remote MCP server to search for pet-sitters across …
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| 47134 |
mcp-browser-automation
Claim
An MCP server for generic browser automation using Playwright. Enables MCP clie…
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| 47135 |
lrnev
Claim
AI-powered project governance engine for collaborative development with MCP ser…
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| 47136 |
Israel payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
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| 47137 |
dynalist-mcp
Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
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| 47138 |
example-mcp-server-stdio
Claim
example-mcp-server-stdio
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| 47139 |
mcp-state-sidecar
Claim
MCP State Sidecar: durable state persistence for multi-agent AI workflows
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| 47140 |
MCP server for academic literature databases (arXiv, DBLP) to accelerate resear…
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| 47141 |
claude-presence
Claim
Minimal MCP server for inter-session coordination between parallel Claude Code …
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| 47142 |
Google MCP Server
Claim
A Python FastAPI server that exposes Google Docs and Gmail tools with terminal-…
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| 47143 |
swap
Claim
Axnet Solana (x402 Execution Gateway)
By integrating Axnet, your AI agent gain…
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| 47144 |
hyper-video-service
Claim
MCP server for programmatic video generation. Send a prompt, get an MP4.
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| 47145 |
pronounce
Claim
How engineers actually pronounce developer jargon — 1,650+ sourced entries (kub…
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| 47146 |
gemini-cli
Claim
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| 47147 |
SAP Commerce MCP Server
Claim
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
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| 47148 |
FilePulse-CLI
Claim
Intelligent file search engine with Frecency ranking, fuzzy matching, and Git a…
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| 47149 |
mcp-security-feeds
Claim
Enables listing, reading, and fetching curated cybersecurity feeds (RSS/Atom/RD…
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| 47150 |
Myth
Claim
Auto-generates MCP servers for Celo smart contracts, converting contract ABIs i…
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