MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26182
Scored
1610
Verified
16957
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31601
k4nuck
Gergy AI MCP Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
81
31602
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
N/A N/A
31603 N/A N/A 95
31604
rschiefer
Enables AI agents to authenticate with websites using a real Chromium browser w…
N/A N/A
31605
KyleAnthonyMcAdam
A simple Model Context Protocol server implemented in TypeScript that enables c…
N/A N/A 95
31606
DrGalio
Provides 19 AI-powered business intelligence tools for tasks such as SEO audits…
31607
suwappubot
Suwappu Claim
High-performance cross-chain liquidity bot. Trade 100+ tokens across 7+ chains …
N/A N/A 95
31608
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
81
31609
ehsanshahmoradi7276
esiomai Claim
N/A N/A 95
31610
github-2k6b
Community MCP server for Airtable that provides **30 tools** for managing Airt…
N/A N/A
31611
EloiBiesek
n8n-mcpmcp3 Claim
N/A N/A
31612 N/A N/A 95
31613
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
81
31614
Ansvar-Systems
UK farm subsidy schemes — SFI, Countryside Stewardship, payment rates, eligibil…
31615
sourcegraph-community
Sourcegraph code search, semantic search, go-to-definition, find-references, an…
31616
agent-blueprint
Free AI agent blueprints for procurement and onboarding. No signup, no API key.
31617
moldsim
moldsim mcp Claim
finds instance, help with spec
31618
OGCryptoKitty
Real-time regulatory intelligence for prediction markets. SEC, CFTC, Fed, FinCE…
31619
MCP-Mirror
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
N/A N/A 95
31620
VijayarajParamasivam
yit-player Claim
Ai friendly CLI music player
N/A N/A
31621
jpoindexter
ableton-mcp Claim
Control Ableton Live with AI - 200+ tools via MCP, REST API, and Max for Live. …
N/A N/A
31622
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
81
31623
ibrahimsaleem
PentestThinkingMCP: AI-Driven Multi-Stage Penetration Testing Framework Part of…
N/A N/A
31624
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
81
31625
x-hannibal
mcp-webgate Claim
Web search that doesn't wreck your AI's memory.
N/A N/A
31626
unctad-ai
A Model Context Protocol server implementation that provides structured, AI-fri…
81
31627
open-video-mcp
AI-powered video platform management — upload videos, manage channels, track an…
N/A N/A 95
31628
As-The-Geek-Learns
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
N/A N/A 83
31629
Epsom700
An extensible framework that exposes quantitative research functions and financ…
31630
DonutLabs-ai
An implementation that enables interaction with the Solana blockchain through t…
N/A N/A 95
31631
claudiogarza
Enables semantic search and content retrieval from local Obsidian vaults throug…
N/A N/A 95
31632
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation � 47 MCP tools for charts…
N/A N/A 95
31633
agentindexworld
26651 agents scanned 48137 SHA-256 blocks in an immutable chain 1169 Bitcoin an…
31634
xtdexw
Logo MCP Claim
An intelligent website logo extraction system built on the Model Context Protoc…
81
31635
Agience
agience-core Claim
The operating system that AI workflows trust. Structure messy inputs. Establish…
N/A N/A
31636
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
31637
argotdev
tutor-mcp-ts Claim
N/A N/A
31638
@dankniight
api-football Claim
N/A N/A 95
31639
atlas-with-iris
Vouch Claim
Run Safe -> Run Fast -> Run Cheap Vouch- we are an advanced Ai Deterministic l…
N/A N/A
31640
pipeworx-io
Google_ads Claim
Google Ads MCP Pack
31641
NodeOps-app
CreateOS MCP Claim
Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, env…
31642 N/A N/A 95
31643
jgottlieb84
Gives AI agents phone numbers, email, SMS, and voice calls as MCP tools, enabli…
31644
grahammccain
23 MCP tools. Context-aware chart pattern intelligence. 24M embeddings, regime-…
N/A N/A
31645
a2395663320
abcd Claim
N/A N/A 95
31646
maxgerhardson
Sentrik Claim
Governance runtime for AI-generated code. Enforce compliance and security stand…
N/A N/A
31647
scvcoder
Enables searching, comparing, and analyzing Korean laws and public institution …
31648
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
31649 N/A N/A 95
31650
datadigital
Card Catalog Claim
Authenticate identities and earn professional certification badges through tier…
Showing 31601–31650 of 33449 servers
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