MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30712
Scored
2112
Verified
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32651
ladourv-hkzl
Real-time US state ABC (Alcoholic Beverage Control) liquor license compliance r…
81
32652
vaxosv
Gives AI agents live research and image generation capabilities by automating a…
N/A N/A
32653
CryptoLibertus
myvideogift Claim
Create and deliver personalized video gifts (photos + an original song) from an…
N/A N/A
32654
Lloydm15
Mevoric Claim
Unified memory and agent bridge for Claude Code, enabling cross-tab messaging, …
32655
Imsharad
Provides access to Gmail functionality through the Model Context Protocol, allo…
32656
evertrust
An MCP server for Evertrust Stream, a PKI platform, allowing LLM clients to man…
32657
myunussheikhRS
Enables natural language interaction with Rocket Data Replicate and Sync (RDRS)…
N/A N/A
32658
rick001
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
N/A N/A
32659
abdulrahman-nabil99
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
32660
RichFerry
A production-grade, extensible Python template for building Model Context Proto…
81
32661
hello-uvza
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
81
32662
jackculpan
FlightQueue Claim
TSA wait times, predictions, FAA delays, and baggage stats for 8,000+ airports.
32663
MGM-FALCON
quelllm-mcp Claim
MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM …
N/A N/A
32664
Sunwood-ai-labs
Provides text-to-speech functionality via VoiceVox, enabling Claude to generate…
N/A N/A
32665
jeddog16
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
32666
voidmob
voidmob-mcp Claim
VoidMob MCP server for mobile proxies, non-VoIP SMS verifications, and global e…
N/A N/A 95
32667
AutomatAI
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
32668
Scout-AI-Labs
Provides coding agents with live web capabilities including web search, scrapin…
32669
getcyphrex
Cyphrex Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
32670
Fino-wind
vaultbeat Claim
Your AI agent reads your E2EE Apple Health data (sleep, HRV, cycle) — decrypted…
N/A N/A
32671
edithatogo
sourceright Claim
reference and citation validation, verification, enrichment, replacement and im…
81
32672
2loch-ness6
Enables AI coding assistants to access grounded, branch-scoped codebase context…
N/A N/A
32673
mbrown1837
Enables comprehensive WordPress and Elementor management through 60 powerful to…
81
32674
csoscd
Enables managing cron jobs, maintenance windows, and settings through natural l…
32675
donggyun112
keymem Claim
Associative key-graph memory for LLM agents — recall by association, not vector…
N/A N/A
32676
dmae97
Lets Claude Code route tasks, launch orchestrated runs, and retrieve evidence a…
32677
lmlyons5
A production-grade MCP server enabling Claude to perform comprehensive NJ real …
N/A N/A
32678
arunkumars-mf
Enables interaction with z/OS mainframe systems via FTP, including dataset list…
32679
Priyansiuu
A Python template for creating MCP servers with embedded documentation, featuri…
32680
zekkontro
MCP server that gives LLMs access to up-to-date mobile SDK documentation, packa…
N/A N/A
32681
sukirman1901
Enables browser automation and smoke testing via Playwright, with tools for nav…
N/A N/A
32682
GumbyEnder
Wraps the Tailscale CLI to enable MCP-capable AI agents to manage devices, serv…
N/A N/A
32683
asachs01
A Model Context Protocol server that enables natural language querying of Kasey…
81
32684
Straska7
cc-history Claim
Provides local-first, cross-session memory for Claude Code, enabling semantic s…
N/A N/A
32685
bulkpublish
Social media automation for AI agents. Schedule posts, upload media, manage cha…
N/A N/A 95
32686
rgarcia
Exposes YNAB API endpoints as MCP tools, allowing AI assistants to manage budge…
32687
richardoros
MCP server providing structured continuity memory for AI coding agents, trackin…
N/A N/A
32688
kkk2jp
A read-only MCP server that detects quote retweets on X/Twitter for 'read later…
N/A N/A
32689
AKzar1el
Provides tools to retrieve the GodPrompt universal system prompt and its compon…
N/A N/A
32690
mbrassey
solentic Claim
Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, un…
81
32691
cognis-digital
RAGSHIELD Claim
RAG corpus poisoning detector that scans for embedding anomalies and backdoor t…
N/A N/A
32692
kaushikthakur97
autokg Claim
Turns warehouse/lakehouse tables into a governed entity-relationship knowledge …
32693
v-clinic
Enables AI agents to manage virtual clinic data including patients, visits, dia…
N/A N/A
32694 N/A N/A 95
32695
SaltfishSheep
Enables AI agents to search CustomNPCs JavaDoc for methods, fields, and class h…
N/A N/A
32696
langadventurellc
Trellis MCP Claim
A file-backed MCP server for hierarchical project management that enables AI as…
N/A N/A
32697
lumutech
An MCP server that integrates Claude Desktop with the Lumu Defender API for AI-…
32698
AgentIA1984-cmd
Provides AI agents with real-time access to French real estate transaction data…
32699
waabox
llm-backlog Claim
MCP server for managing a project backlog as Markdown files in Git, enabling AI…
N/A N/A
32700
jinsoo
tldraw-mcp Claim
Enables reading, writing, and validating .tldr files for tldraw, a headless imp…
N/A N/A
Showing 32651–32700 of 64766 servers
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