MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 7 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32701
RavioleLabs
PredMCP Claim
Polymarket + Hyperliquid + macro for AI agents. 38 tools, signal backtest, SSE …
32702
Mnexa-AI
Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, S…
32703
thesimonharms
aksara-mcp Claim
Enables AI agents to transliterate between Latin-script Javanese and Aksara Jaw…
32704
FASTPROD
Persistent memory and mechanical enforcement for AI coding agents — so they sto…
N/A N/A
32705
sriram-mk1
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
N/A N/A
32706
miziodel
navigravity Claim
An intelligent MCP server that enables AI agents to act as sophisticated music …
32707
bugzy-ai
Enables AI assistants to search, create, update, and manage work items in Azure…
N/A N/A
32708
AdminRHS
MCP for managing courses via HTTP API at oa-y.com.
32709
jeisenberg
Generate your brand in-agent, then keep tokens, components, and copy on-brand o…
N/A N/A
32710
drolosoft
go-docs-mcp Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
N/A N/A
32711
eCardWidget
Enables AI assistants to interact with an eCardWidget account using a scoped AP…
32712
craigmbrown
BlindOracle Claim
Unchallengeable AI agent security audits. MASSAT framework covers all 10 OWASP …
32713
ocbenji
Lightning-paid (L402) Bitcoin mempool intelligence + sovereign on-prem AI infer…
32714
GarethWright
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
32715
SARAN-KUMAR-S
Enables LLMs to dynamically search, scrape, and query official documentation of…
32716
Knuckles-Team
MCP server that enables audio transcription from files (wav, mp4, mp3, flac) or…
32717
justfeltlikerunning
blastradius Claim
Analyzes npm dependency upgrades to reveal which files and functions in your co…
N/A N/A
32718
Pushplayhero
Coordinates Codex and Antigravity CLI for a structured software development wor…
N/A N/A
32719
agaldemas
yt-dlp Claim
Enables video metadata extraction and downloading from platforms like TikTok an…
N/A N/A
32720
Xenon-Flare
Enables AI assistants to manage social media accounts, upload media (videos and…
32721
rinaldops
MCP server for Google NotebookLM that allows asking questions to notebooks and …
N/A N/A
32722
Severin2k
Blumen Komander München - Erster Florist mit MCP. Suchen, prüfen, bestellen. Li…
32723
li3jia4hao5-hue
jc-mcp Claim
Provides live Chinese sports lottery (竞彩) odds for World Cup 2026 matches, incl…
32724
Elraian
mcpvault Claim
Local, encrypted credential vault for AI agents that enables secure multi-accou…
N/A N/A
32725
sesonet
MCP server for Freelo project management API, enabling task, project, and time …
32726
dmayan-ss
Read-only MCP server for ISPKeeper ISP management software, enabling querying o…
N/A N/A
32727
Luispitik
Enables personalized Mercadona grocery orders via natural language, with Nutri-…
N/A N/A
32728 N/A N/A 95
32729
Heretek-RE
re-vtil Claim
Lifts machine code to VTIL intermediate language and emits pseudo-C for VM hand…
N/A N/A
32730
cortex8
Enables AI assistants to access comprehensive SEO data through DataForSEO APIs,…
81
32731
RubenReyesss
Extends Claude Desktop with custom tools for file management, system operations…
N/A N/A 95
32732
phedkvist
Fetches and parses documentation from llms.txt files to enable AI assistants to…
N/A N/A
32733
davo20019
A Model Context Protocol server for local Drupal development that combines file…
N/A N/A
32734
sebastianall1977
gmail-mcp6 Claim
N/A N/A 95
32735
hyprcat
mac-cua Claim
An open-source MCP server for macOS that lets AI control desktop apps in the ba…
N/A N/A
32736
cafe24-wjsong
Enables connection to PostgreSQL databases for EC solution platforms to query a…
81
32737
gtkcyber
This MCP server compacts prompts to save on token usage.
N/A N/A
32738
danielma-tic
Enables form management, response handling, and analytics through the Fillout.i…
81
32739
ngsanthosh
Enables authenticated user profile retrieval via the 'whoami' tool, using OAuth…
N/A N/A
32740
v0idravl
sliver-mcp Claim
A Model Context Protocol server for the Sliver C2 framework that exposes operat…
32741
Mokecy
Multi-instance parallel browser MCP server that manages multiple isolated brows…
N/A N/A
32742
skyvanguard
A comprehensive MCP server for infrastructure operations with 92 tools across 1…
32743
RealSlimShady2000
Enables AI agents to execute Lua code, inspect scripts, spy on remotes, and int…
N/A N/A
32744
fabriciofs
A Model Context Protocol server that enables Claude to query, monitor, and anal…
N/A N/A
32745
SonnyLabs
Demonstrates an MCP server with a vulnerable add tool protected by SonnyLabs pr…
N/A N/A
32746
gixia-org
Logs and analyzes AI assistant conversations, including file operations and too…
N/A N/A
32747
Serhatcck
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
N/A N/A
32748
Warlander
Exposes Registry Browser operations (embed, de-embed, publish, create packages)…
N/A N/A
32749
armazen-nft
KernelMind Claim
Enables monitoring and optimization of Linux system kernel metrics via MCP, wit…
N/A N/A
32750
pipeworx-io
Enables AI agents to search and query Los Angeles County open geospatial datase…
Showing 32701–32750 of 64766 servers
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