MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46101
QuickContractIO
Enables AI agents to sign contracts, release escrow, query portfolios, and veri…
46102
Armigerous
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
46103
jaingxyz
Enables managing Gmail inbox and Google Calendar through MCP, with tools for em…
N/A N/A
46104
mamertofabian
Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, r…
N/A N/A
46105
Secure, read-only access to Amazon Redshift with schema introspection and smart…
N/A N/A 81
46106
HeurisTech
A Model Context Protocol server that enables AI assistants to create, control, …
46107
wyre-technology
MCP server for ThreatLocker — zero-trust application allowlisting, approval req…
46108
aixsignal
smithly Claim
N/A N/A 95
46109 N/A N/A 95
46110
ai-gaoqian
agentmart Claim
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and A…
46111
wyre-technology
sherweb-mcp Claim
MCP server for Sherweb Partner API - distributor billing, service provider mana…
46112
atmospore
Per-species pollen forecasts at any point on Earth, seven days ahead, via the A…
46113
pipeworx-io
Enables interaction with Outlook / Microsoft 365 calendar, allowing users to li…
46114
wyre-technology
MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
46115
gizdusum
An MCP server that connects Hermes Agent to the Solana blockchain, enabling nat…
46116
aria-agentworks
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
81
46117
wyre-technology
timezest-mcp Claim
TimeZest scheduling MCP server for the WYRE MCP Gateway. Enables AI assistants …
46118
cmdparkour
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
N/A N/A
46119
Tmmoore286
lockstep-mcp Claim
Enables multiple AI agents like Claude and Codex to coordinate on the same proj…
N/A N/A
46120
MechanicalGirlDev
MCP server to connect AI models to GROWI Wiki with bearer authentication, enabl…
N/A N/A
46121
hey-mn8z
ZenRent Claim
**ZenRent MCP** — the UK property management MCP server for landlords. Connect…
81
46122
Quantiser
Enables AI assistants to query VersionOne for stories, features (epics), and th…
N/A N/A
46123
patsa2561-art
Mneme Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
N/A N/A
46124
WebpageFX
LTC Catalog Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
N/A N/A 95
46125
Prathapmahi
MCP-server Claim
Multi-agent AI tools for email automation (Outlook), weather (OpenWeather API),…
N/A N/A
46126
LokiMCPUniverse
Enables interaction with AWS services (EC2, S3, Lambda, DynamoDB, etc.) through…
46127
ccperdst-lab
agent-mem0 Claim
Provides persistent cross-session memory for Claude Code, enabling it to rememb…
N/A N/A
46128
w1ne
kernelcad Claim
Agent-first CAD: editable .kcad.ts source, deterministic review, OpenCASCADE ke…
46129
frostyhand
Security gateway for AI agents: score tool calls, verify agent cards, enforce p…
46130
rajkumaranbu07
cf-ai Claim
N/A N/A 95
46131
seashail
seashail Claim
Agent-native, self-hosted MCP server for crypto trading and DeFi management. En…
N/A N/A
46132
floradistro
Enables AI models to interact with WordPress sites through standardized MCP int…
81
46133
PROSPIRE-TECHNOLOGY-SERVICES
nagios-mcp Claim
MCP server for Nagios Core that enables querying host and service status, alert…
N/A N/A
46134
ptbsare
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
46135
ThornGuard Claim 1
Remote MCP security gateway for auth, redaction, policy enforcement, and audit …
N/A N/A 81
46136
Alexmacapple
MCP DSFR Claim
Generates, validates, and audits French government DSFR components with RGAA 4.…
46137
ak40u
mt4ctl Claim
An MCP server for operating headless MetaTrader 4 terminals remotely over SSH, …
N/A N/A
46138
MissionSquad
Provides access to the GDELT DOC 2.0 API for searching global news articles and…
N/A N/A
46139
hn-mcp-server Claim 1
Model Context Protocol server for HackerNews API access.
N/A N/A 81
46140
coderippr
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
81
46141
lspecian
Enables AI assistants to interact with MAAS (Metal as a Service) infrastructure…
46142
zuohuiyang
MCP server for remote Windows Crash Dump analysis. Enables AI agents to analyze…
46143
tijevlam
gtm-mcp Claim
Enables natural language management of Google Tag Manager accounts, containers,…
46144
bpmj-martin
Connects AI assistants to QuickBooks Online, enabling management of invoices, c…
46145
mhaviv
Generates commit messages, PR titles and descriptions, and release notes from g…
N/A N/A
46146
deepsearch-hq
Korean stock & crypto for AI agents. KRX news, financials, risk via x402 USDC p…
N/A N/A
46147
zhijun
Enables AI assistants to manage SSH connections, execute commands, and transfer…
N/A N/A
46148
Eyalm321
MCP server for Originality.ai that provides tools for AI detection, plagiarism …
46149
Para-FR
mcp-litmedia Claim
Exposes litmedia.ai text-to-image and image-to-video generation tools via MCP, …
46150
pm990320
Multi-agent Playwright MCP server with tab isolation via targetId, enabling mul…
N/A N/A
Showing 46101–46150 of 46347 servers
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