MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47101
pipeworx-io
Enables interaction with Outlook / Microsoft 365 calendar, allowing users to li…
47102
aiua-dev
mcp-hub Claim
A lightweight control plane and local stdio agent that enables multiple MCP cli…
N/A N/A
47103
sanieni6
obsidian-kb Claim
Git-backed MCP server for creating and maintaining an Obsidian-style markdown k…
N/A N/A
47104
gregcastro23
Converse with planetary-agent personas, council feeds & culinary debates from a…
N/A N/A
47105
dwin-gharibi
MCP server wrapping Roshan AI's Fahm Persian language service, enabling chat, t…
47106
lazymac2x
Cloudflare Workers MCP server: api-changelog-tracker
47107
MarketcheckHub
api Claim
MarketCheck automotive data: search US/UK listings, predict prices, decode VINs…
47108
vvlasov-dev
Enables LLM agents to analyze Telegram channels for ad purchasing, providing in…
47109
valentil
FeatureBoard Claim
Local-first project board MCP: an AI agent plans, works, verifies, and ships ti…
N/A N/A
47110
madebyaris
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
81
47111
pessini
Enables users to query enterprise sales data from a local SQLite database and i…
N/A N/A
47112
kunickiaj
codemem Claim
Persistent memory MCP server that captures coding session context and automatic…
N/A N/A
47113
CSOAI-ORG
MEOK Stripe ACP Checkout MCP — ChatGPT shopping bridge. Issues + verifies + sig…
47114
CyberSecAuto-Labs
OpenVAS-MCP Claim
Self-hosted MCP server that gives AI agents structured access to OpenVAS vulner…
47115
Lokesh-2025
Enables natural language interaction with Stripe accounts to query customers, r…
47116
leopold16
Streamable HTTP MCP server that fronts api.tripleshot.ai, enabling AI clients t…
N/A N/A
47117
zwitbaum
MCP server for on-premises Azure DevOps that lets AI assistants browse reposito…
47118
udaykapur
A local MCP server for Stripe payment operations with 52 tools across 8 domains…
N/A N/A
47119
the-data-gateway-initiative
Exposes India's open government data (data.gov.in) APIs via the Model Context P…
47120
nfshanq
MCP Invoice Claim
A Python MCP server for invoice and receipt processing that uses OCR technology…
N/A N/A 95
47121
memcell-ai
MemCell Claim
Living memory for AI coding agents: recall before acting, report outcomes so co…
47122
santarosalia
Enables searching and browsing Korean legal documents from a local git clone of…
N/A N/A
47123
ayzekhdawy
Enables querying the Quran, Tafsir (commentaries), and Hadith (sayings of Proph…
47124
ToxMCP
Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation…
N/A N/A
47125
alpadalar
A comprehensive MCP server for managing Active Directory environments through L…
47126
seajaysec
ireal-mcp Claim
Builds piano-friendly iReal Pro chord charts with deterministic layout, harmoni…
N/A N/A
47127
MauDevVR
MCP server that provides UdonSharp development tools for VRChat by indexing and…
N/A N/A
47128
sundayz-hunter
MCP Recon Claim
A comprehensive MCP server for web security reconnaissance, providing tools for…
N/A N/A
47129
cloudflare-mcp-apps
A skeleton template for building MCP servers with SEP-1865 interactive widget s…
81
47130
CSOAI-ORG
regex-ai-mcp Claim
regex-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47131
pipeworx-io
Geographic coordinate math MCP server providing great-circle distance, destinat…
47132
lxchx
umbra Claim
Stealth Chrome MCP server for AI agents providing 77 tools, perfect bot detecti…
47133
mickael
# Blooming Pets MCP Server Remote MCP server to search for pet-sitters across …
N/A N/A 95
47134
ritesh-jain
An MCP server for generic browser automation using Playwright. Enables MCP clie…
N/A N/A
47135
LuChangQiu
lrnev Claim
AI-powered project governance engine for collaborative development with MCP ser…
N/A N/A
47136
junter1989k-ai
Israel payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
47137
wawworld
dynalist-mcp Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
N/A N/A
47138
yigitkonur
example-mcp-server-stdio
N/A N/A 95
47139
askadvaith
MCP State Sidecar: durable state persistence for multi-agent AI workflows
N/A N/A
47140
lit-mcp Claim 2
MCP server for academic literature databases (arXiv, DBLP) to accelerate resear…
N/A N/A 81
47141
garniergeorges
Minimal MCP server for inter-session coordination between parallel Claude Code …
47142
chitragohad
A Python FastAPI server that exposes Google Docs and Gmail tools with terminal-…
N/A N/A
47143
axnet
swap Claim
Axnet Solana (x402 Execution Gateway) By integrating Axnet, your AI agent gain…
81
47144
twilson63
MCP server for programmatic video generation. Send a prompt, get an MP4.
47145
anzy-renlab-ai
pronounce Claim
How engineers actually pronounce developer jargon — 1,650+ sourced entries (kub…
N/A N/A
47146
renCosta2025
gemini-cli Claim
N/A N/A 95
47147
commerce-cloud-integrations
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
81
47148
gitstq
Intelligent file search engine with Frecency ranking, fuzzy matching, and Git a…
N/A N/A
47149
pipeworx-io
Enables listing, reading, and fetching curated cybersecurity feeds (RSS/Atom/RD…
47150
GideonNut
Myth Claim
Auto-generates MCP servers for Celo smart contracts, converting contract ABIs i…
Showing 47101–47150 of 67197 servers
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