MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26363
Scored
1627
Verified
16957
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31501
yushuqiu1
Get quick greetings, add numbers instantly, and discover song recommendations. …
N/A N/A 95
31502
AlgoVaultLabs
Quant trading signals, funding rate arb scanning, and market regime detection f…
31503
OliverGrabner
composer-mcp Claim
Visual architecture canvas that updates in real-time. Agents can build, read, a…
N/A N/A
31504
driftsbot
drifts Claim
Multi-sensory AI experiences with time-locked progression and structured sensor…
N/A N/A 83
31505
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
N/A N/A 95
31506
aerovfx
Colab MCP Claim 1
An MCP server that bridges local AI agents to Google Colab notebooks, enabling …
N/A N/A 95
31507
sergey
clockify-mcp Claim
N/A N/A 95
31508
devanshkaria88
Acts as a security checkpoint for AI coding agents by intercepting package inst…
N/A N/A
31509
ivoryttang
Chemistry VC Claim
Discover Chemistry VC’s mission, team, investment criteria, and portfolio. Quic…
N/A N/A 95
31510
31511
deepentropy
Databento MCP Claim 1
A Model Context Protocol server that provides access to Databento's historical …
81
31512
duvomike
pjp-mcp Claim
Find companies in HubSpot by name or domain to enrich research and outreach. Ge…
N/A N/A 95
31513 N/A N/A 95
31514
sigitp-git
Enables access to Amazon Managed Prometheus workspaces through natural language…
81
31515
Merit-Systems
agentcash Claim
Generic MCP server for calling x402-protected APIs with automatic payment handl…
N/A N/A
31516
RickJoosten
im_builder Claim
N/A N/A
31517
etweisberg
An MCP server for Garmin Connect that provides access to fitness activities, he…
N/A N/A
31518
xie38388
A transparent proxy and execution firewall that intercepts and audits AI agent …
81
31519
8infinitelabs
scoreflow Claim
Query your Scoreflow level, XP, skill tree and leaderboard from inside Claude C…
N/A N/A
31520
alexander-kastil
smithery Claim
N/A N/A
31521
FSHolmberg
Compare flashcard apps, spatial memory science, and aphantasia learning guides.
N/A N/A 95
31522
TheAgencyInstitute
Enables AI agents to track and manage product development projects through stru…
N/A N/A 95
31523
tycana
Tycana Claim
Your AI assistant is brilliant but amnesiac. Every conversation starts from zer…
N/A N/A 95
31524
webmoleai
Find broken links, missing meta tags, and redirect chains on any website.
N/A N/A
31525
shifusen329
live2d-mcp Claim
A simple MCP server that implements a note storage system allowing users to add…
N/A N/A 95
31526
ApacheBin
adaddaadaaa Claim
N/A N/A 95
31527
xiaobenyang-com
mbit-test Claim
N/A N/A 95
31528
bsozen-4wm5
HashLock OTC Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
81
31529
xue20010808
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
N/A N/A
31530
statsreceipt
# 🧾 StatsReceipt Creator Receipt Engine Generate high-impact, aesthetic receipt…
31531
HuynhKhanh1402
dejared Claim
Explore, analyze, and decompile Java JAR files via MCP
N/A N/A
31532
axel-belfort
Markdown to HTML converter API for AI agents. Convert Markdown to clean HTML wi…
31533
barnaby-coder
Enables AI assistants to recommend specialized AI operations services, perform …
31534
LvcidPsyche
auto-browser Claim
Open-source MCP-native browser agent with human takeover via noVNC, reusable au…
N/A N/A
31535
gefsikatsinelou
Open-source metasearch backend, MCP server, and AI search API for LLM agents. P…
N/A N/A
31536
dudebot
An MCP server that exposes a USB-connected Flipper Zero device as tools for con…
N/A N/A
31537
lacausecrypto
Sophon Claim
Honest token economics for MCP agents. 68% tokens saved, zero-ML Rust binary.
N/A N/A
31538
charltonmediagroup
An MCP server that connects Claude to the LinkedIn Ads API for natural-language…
31539
bitatlas-group
BitAtlas Claim
Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-G…
N/A N/A 83
31540
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
31541
Adityaaery20
media-mcp Claim
Local image and video processing MCP server with 13 tools for resize, convert, …
N/A N/A
31542
HuntsDesk
ve-gws Claim
VE Google Workspace MCP. Fork of [taylorwilsdon/google_workspace_mcp](https://g…
31543 N/A N/A 95
31544
annibale-x
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A 95
31545
Stewyboy1990
11 company intelligence tools — financials, tech stack, competitors, patents, j…
31546
huhanghao1990
hhhtest Claim
N/A N/A 95
31547
KimJintak
opinet-mcp Claim
Provides access to Korea Petroleum Corporation's Opinet fuel price API for Sout…
31548
acampkin95
IT-MCP Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
81
31549
mgthompo1
anchorr-mcp Claim
Agent-native CRM. 25 tools — contacts, deals, sequences, enrichment waterfall, …
31550
belugatempo-dot
Enables real-time web search with source citations by leveraging Perplexity AI'…
N/A N/A 95
Showing 31501–31550 of 33449 servers
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