MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29306
Scored
2098
Verified
16952
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35701
snipework-app
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
81
35702
wyre-technology
mimecast-mcp Claim
MCP server for Mimecast Email Security — message tracking, threat intelligence,…
35703
wyre-technology
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
35704
AlephantAI
alephant-mcp Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
N/A N/A
35705
Arenafriends
valerie-mcp Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
N/A N/A
35706
WispAyr
NetOps Claim
A comprehensive network management platform for tracking devices, sites, and to…
81
35707
bostrovsky
Connects your TastyTrade trading account to AI assistants like Claude Desktop a…
35708
MarioDeFelipe
Production-ready MCP server that enables AI assistants to seamlessly interact w…
35709
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
35710
CSOAI-ORG
real-estate-listing-mcp MCP server by MEOK AI Labs
N/A N/A
35711
0xCaptain888
ScoutAgent Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
35712
AEGISGOVDAO
SAM.gov federal contracts: search, details, AI bid analysis. 33k+ live opportun…
35713
ameernoufil
Angel One Claim
Angel One SmartAPI MCP for orders, portfolio, market data, GTT rules, charges, …
N/A N/A
35714
loaditoutadmin
MCP server for discovering and installing AI agent skills from Loaditout. Searc…
95
35715
RonasIT
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
35716
lv042
Enables AI assistants to perform real-time web and academic searches using Perp…
35717
930m310n
geomelon-mcp Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
N/A N/A
35718
chirag127
Provides AI agents with precise, locale-aware date and time data across multipl…
81
35719
mdornich
Enables comprehensive Google Drive integration through MCP, supporting file man…
81
35720
petpicksco
High Story MCP Server - Automate AI content campaigns and social media manageme…
N/A N/A 83
35721
2s-io
mcp Claim
MCP server for 2s.io — 40+ pay-per-call tools settled in USDC on Base via x402.
N/A N/A
35722
kristof-sudo
AgentCrush Claim
Market intelligence for the AI agent economy: rankings, methodology, search, co…
35723
06ketan
slideshot Claim
Convert HTML to PDF/PNG/WebP/PPTX slide carousels with 11 themes — for LinkedIn…
N/A N/A
35724
brightseth
vibe Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
N/A N/A 95
35725
easyweek
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
81
35726
evrimalacan
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
35727
lzx3in
MCP server for Alibaba Cloud Domain - check availability, query details, list d…
N/A N/A
35728
julianoczkowski
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
N/A N/A
35729
kooetimu1999
fdd Claim
N/A N/A 95
35730
geraservicesuk
GeraVoice MCP (placeholder) — voice-native gateway for emerging markets. Launch…
N/A N/A 95
35731
kit18
Connect agents to 6DuckLearn memory, approvals, and runtime control.
35732
alexzavialov
travel.art Claim
Art-tourism data for AI agents: biennales, art fairs, museums with 2026 prices …
35733
digitalcore
Free service management tools — playbooks, benchmarks, and instant service heal…
81
35734
infamousendeavors
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
35735
lotdpbc
Word Orb Claim
Trusted language infrastructure for AI agents, robotics, and teaching platforms…
N/A N/A 95
35736
VoxellInc
forge Claim
MCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list…
N/A N/A
35737
opengolfapi
Enables AI agents to search and retrieve detailed information about US golf cou…
35738
Modulos
Book a Modulos demo. AI Governance Platform for EU AI Act, ISO 42001, NIST AI R…
35739
cavaldos
neko-mcp Claim
Enables AI agents to control a neko virtual browser via WebSocket and REST APIs…
35740
Whatp
steam-mcp Claim
MCP server that enables searching Steam games, fetching user reviews with filte…
35741
Paretofilm
An MCP server that provides comprehensive access to AWS Amplify Gen 2 Next.js d…
N/A N/A
35742
BartWaardenburg
bol-mcp Claim
MCP server for the bol.com Retailer API that enables managing orders, offers, s…
35743
rbeg1
Connects LLMs to Elasticsearch with a Semantic-to-Lexical layer that translates…
35744
tky0065
Enables users to access and search Spring ecosystem documentation, guides, tuto…
35745
ganievs
Provides tools for AI assistants to manage tasks, projects, labels, sections, a…
35746
Lasitha-Jayawardana
Loads CSV files into a temporary SQLite database and provides comprehensive dat…
35747
Autonomad1
computeback Claim
Agent Rewards Marketplace: earn $NOMD on B2B work, spend on agent capabilities.
N/A N/A
35748
TheKingHippopotamus
arelle-mcp Claim
Enables LLMs to process, validate, and analyze XBRL financial filings with tool…
35749
metrovoc
A Model Context Protocol (MCP) server for sending iOS push notifications via Ba…
35750
krystofbe
Provides Python refactoring capabilities via the Rope library, enabling AI agen…
N/A N/A
Showing 35701–35750 of 41393 servers
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