MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51501
quyansiyuanwang
oh-my-mcp Claim
A powerful MCP server with 116 practical tools across 9 categories including co…
— ○ ⏳ — N/A N/A — — —
51502
playidea-lab
pcq Claim
Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-i…
— ○ ⏳ — N/A N/A — — —
51503
krishnagutta
A vendor-neutral reference implementation of a Workday MCP server that enables …
— ○ ⏳ — — — — — —
51504
SichengHe6
cq_mcp Claim
— ○ ⏳ — N/A N/A — 95 —
51505
malamutemayhem
unclick Claim
The universal remote for AI: one MCP install gives any compatible agent 450+ ca…
— ○ ⏳ — N/A N/A — 83 —
51506
nikhilchintawar
Enables fetching and searching Freshdesk tickets, including details like conver…
— ○ ⏳ — N/A N/A — — —
51507
leon4652
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
— ○ ⏳ — N/A N/A — — —
51508
agentveil-protocol
Trust, identity, and reputation infrastructure for AI agents. Register agents w…
— ○ ⏳ — — — — — —
51509
useideia
MCP server that enables AI agents to operate WhatsApp via Visto Azul API: send …
— ○ ⏳ — — — — — —
51510
tbui17
Wraps the Manifold Markets public REST API into an MCP server, providing 40 too…
— ○ ⏳ — — — — — —
51511
frase
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content.
— ○ ⏳ — N/A N/A — 95 —
51512
undefphoenixdev
MCP connector for Postly Cloud email service, allowing AI tools to send emails,…
— ○ ⏳ — — — — — —
51513
MindMadeLab
x-mcp-server Claim
Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, s…
— ○ ⏳ — N/A N/A — — —
51514
paullippert
A comprehensive Model Context Protocol server for PocketBase that provides both…
— ○ ⏳ — N/A N/A — 95 —
51515
junter1989k-ai
Luxembourg Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get …
— ○ ⏳ — — — — — —
51516
hoffnerheatingandair
Provides tools to read and write Workiz CRM/Field Service data (jobs, leads, te…
— ○ ⏳ — — — — — —
51517
holiday-forever
Show holiday photos from Vercel Blob inline in Claude chats.
— ○ ⏳ — — — — — —
51518
baoduy
A FastMCP server for interacting with Microsoft Entra ID via the Microsoft Grap…
— ○ ⏳ — — — — — —
51519
mooshee
Full-stack GoHighLevel (GHL) MCP for funnels, client DNS/SSL, LeadShield spam b…
— ○ ⏳ — — — — — —
51520
pipeworx-io
AI Incident Database (AIID) MCP
— ○ ⏳ — — — — — —
51521
xiaobenyang-com
drand Claim
Fetch publicly verifiable randomness from the drand quicknet. Retrieve the late…
— ○ ⏳ — N/A N/A — 95 —
51522
AiAgentKarl
MCP Server for agent and service discovery — register, search, rate, and manage…
— ○ ⏳ — N/A N/A — — —
51523
amovfx
MCP server for JIRA integration enabling issue management, search, comments, an…
— ○ ⏳ — — — — — —
51524
aprezcuba24
admin-mcp Claim
MCP server for Odoo administration, enabling customer listing and search via co…
— ○ ⏳ — — — — — —
51525 — ○ ⏳ — N/A N/A — 95 —
51526 — ○ ⏳ — N/A N/A — 95 —
51527
raptor.rb
Nano Banana MCP
— ○ ⏳ — N/A N/A — 95 —
51528
davidkooi
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
— ○ ⏳ — N/A N/A — 95 —
51529
snaphost-ai
SnapHost Claim
Send a live, private link to a client from Claude. Updates in place, viewers by…
— ○ ⏳ — — — — — —
51530
eladkishon
travel-facts Claim
No-auth: save a planned trip as a claimable itinerary, visa rules per passport,…
— ○ ⏳ — — — — — —
51531
mythopoeic
Compresses spreadsheets into compact encodings, enables Q&A on sheet content, a…
— ○ ⏳ — N/A N/A — — —
51532
IvanMurzak
Unreal-MCP Claim
Open-source MCP server connecting AI agents (Claude, Cursor, GitHub Copilot, Ge…
— ○ ⏳ — — — — — —
51533
rianvdm
A powerful Model Context Protocol (MCP) server that enables AI assistants to in…
— ○ ⏳ — — — — — —
51534
AIWerk
Shopify Admin GraphQL API: products, orders, customers, inventory, and more (re…
— ○ ⏳ — N/A N/A — — —
51535
JuhongPark
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
— ○ ⏳ — N/A N/A — — —
51536
Project-Navi
Open-source AI code review MCP server for local git diff auditing with determin…
— ○ ⏳ — — — — — —
51537
chrischall
Connects Claude to OurFamilyWizard for natural-language access to co-parenting …
— ○ ⏳ — — — — — —
51538
xiaobenyang-com
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
— ○ ⏳ — N/A N/A — 95 —
51539
wtfisai
smithery-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
51540
JareCoder
LounasMCP Claim
Enables retrieval of daily lunch menus for restaurants in Sello shopping center…
— ○ ⏳ — — — — — —
51541
@Ruiren1
mcp_project ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
51542
tripcher
mcp-canon Claim
Universal MCP knowledge server for LLM agents, powered by local RAG, providing …
— ○ ⏳ — — — — — —
51543
dasgltd
Enables LLMs to manage StartInfinity boards using natural language by translati…
— ○ ⏳ — — — — — —
51544
ArtSabintsev
Read-only MCP server for public Guild Wars 1 sources (wiki, builds, YouTube, Re…
— ○ ⏳ — — — — — —
51545
hypeprinter007-stack
16 paid wallet & utility tools on Base + Solana. 9 commodity primitives — OFAC …
— ○ ⏳ — — — — — —
51546
vinkius-labs
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
— ○ ⏳ — — — — — —
51547
jabberjabberjabber
Enables LLMs to search, download, and extract information from YouTube music vi…
— ○ ⏳ — N/A N/A — 95 —
51548
guangtoutong
unfetch Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
— ○ ⏳ — N/A N/A — — —
51549
yjqian19
Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
— ○ ⏳ — N/A N/A — 95 —
51550
MatthewHallCom
eufylife-mcp Claim
An MCP server for EufyLife smart scale body composition data, exposing weight, …
— ○ ⏳ — N/A N/A — — —
Showing 51501–51550 of 69182 servers