MCP Server Quality Scores

Independent quality analysis of 43536 public MCP servers

43536
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37351
scottlz0310
Minimal MCP server for testing client support for resources/subscribe and notif…
37352
tysonwu
norikae-mcp Claim
MCP server for searching Japanese train routes using Yahoo! Transit data, enabl…
37353
gaato
kbbi-mcp Claim
An MCP server for querying KBBI (Kamus Besar Bahasa Indonesia / KBBI Daring).
N/A N/A
37354
gregcastro23
Converse with planetary-agent personas, council feeds & culinary debates from a…
N/A N/A
37355
Traviseric
Generate complete nonfiction books with Teneo: outline, manuscript, cover, and …
N/A N/A
37356
JXiuFen
A music MCP server that enables searching and playing songs with controls like …
N/A N/A
37357
Adriapt
Allows you to search for hiking routes on Wikiloc using geographic and textual …
37358
rlhf-loop
thumbgate Claim
81
37359
Sisuthros
Persistent memory + decision tracking for Claude across sessions. Local SQLite,…
N/A N/A
37360
bookedsolidtech
discord-ops Claim
A Discord MCP server with multi-guild project routing, enabling messaging, mode…
37361
Xavierfok
Browse the web and run Google search through real Singapore mobile carrier IPs.
37362
vanmoose
Send transactional emails from AI agents via Truncus. Validate, track delivery,…
N/A N/A 83
37363
404F0X
colab-mcp Claim
Local-first MCP server for controlling Google Colab as a development, shell, fi…
N/A N/A
37364
tonguyenducmanh
An MCP server that enables interaction with MySQL databases through the Model C…
N/A N/A 95
37365
Rswcf
deepviews Claim
Free financial data: company analysis, DCF, comps, benchmarks, screening. No AP…
N/A N/A 95
37366
softdaddy-o
soft-ue-cli Claim
MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ comma…
N/A N/A
37367
local-filesystem
Explore and organize files and folders across your workspace. Read, write, move…
N/A N/A 95
37368
SimonBerg255
Provides real-time access to Italian legislation and administrative court rulin…
37369
falahgs
Enables high-quality image generation using Google's Imagen 3.0 model via the G…
N/A N/A
37370
clauxel
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
37371
PTrobe
Enables querying local meeting notes, calendar events, email metadata, and dail…
N/A N/A
37372
hey-mn8z
ZenRent Claim
**ZenRent MCP** — the UK property management MCP server for landlords. Connect…
81
37373
domdomegg
Allow AI systems to list, create, update, and manage Google Calendar events.
N/A N/A 75
37374
0xPratikPatil
NmapMCP Claim
Enables network scanning and reconnaissance tasks like port scanning, OS detect…
N/A N/A
37375
Caplia-Tech
Caplia Claim
MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow manage…
37376
ejmcp
mcp-server Claim
N/A N/A 95
37377
obrien-matthew
mcp-plex Claim
MCP server for Plex Media Server, focused on media discovery, search, library m…
37378
sirius-cc-wu
Enables reading and managing markdown note files from a specified directory thr…
N/A N/A 95
37379
markifact
AI marketing agent for Google Ads, Meta, GA4, TikTok, LinkedIn, Shopify, HubSpo…
37380
cyanheads
Access US federal award, recipient, agency, and spending analytics data from US…
37381
datopian
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
37382
davesleal
nudge Claim
An MCP server that connects AI assistants like Claude to your todo app, enablin…
N/A N/A
37383
algo-wallet
x402mcp Claim
81
37384
PRAVEENM282
MCP server for querying a university course catalog. Enables searching courses,…
N/A N/A
37385
cyanheads
MCP server for US Treasury Fiscal Data — debt, interest rates, exchange rates, …
37386
reurinkkeano
serpent Claim
A metasearch backend MCP server that aggregates results from multiple search en…
81
37387
alexandrebouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
37388
Raymondycp
mcpserver Claim
N/A N/A 95
37389
HyunjunGil
Enables direct GitHub operations through Claude and Cursor, including repositor…
81
37390
amalinakurniasari
Control Figma to create, edit, and organize designs in real time. Generate comp…
N/A N/A 95
37391
ChristopherDavenport
github-twin Claim
Personal RAG over your GitHub history (commits, code, reviews), served to Claud…
N/A N/A
37392
mambalabsdev
All six Mamba Labs GTM signal tools in one MCP server: hiring, tech, ICP, and m…
N/A N/A 83
37393
vinaybhosle
Ocean container shipping intelligence for AI agents. 24 MCP tools covering: - …
81
37394
bsmi021
Fetches metadata and README documentation for NPM packages, with local caching …
37395
robotlearning123
openai-mcp Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
N/A N/A
37396
malvex
Enables AI assistants to interact with VS Code for language intelligence, debug…
N/A N/A
37397
Racimy
iMail-mcp Claim
Retrieve Mail from icloud
N/A N/A 95
37398
Andiveli
mcp-cad Claim
MCP server for Autodesk Inventor that provides 32 tools for parametric control …
N/A N/A
37399
marketcaper
Marketcaper lets AI clients compare crypto, stocks, fiat currencies, GDP, and b…
81
37400
TrustNotch Claim 1
Tamper-evident audit logs for AI agents: submit, fetch, and verify cryptographi…
N/A N/A 69
Showing 37351–37400 of 43536 servers
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