MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46101 |
QuickContract MCP
Claim
Enables AI agents to sign contracts, release escrow, query portfolios, and veri…
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| 46102 |
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
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| 46103 |
personal-gmail-mcp
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Enables managing Gmail inbox and Google Calendar through MCP, with tools for em…
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| 46104 |
maid-runner-mcp
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Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, r…
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| 46105 |
Secure, read-only access to Amazon Redshift with schema introspection and smart…
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| 46106 |
E2B Sandbox MCP
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A Model Context Protocol server that enables AI assistants to create, control, …
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| 46107 |
threatlocker-mcp
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MCP server for ThreatLocker — zero-trust application allowlisting, approval req…
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| 46108 |
smithly
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| 46109 |
mcp-atlassian-swseo
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| 46110 |
agentmart
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First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and A…
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| 46111 |
sherweb-mcp
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MCP server for Sherweb Partner API - distributor billing, service provider mana…
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| 46112 |
atmospore-mcp
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Per-species pollen forecasts at any point on Earth, seven days ahead, via the A…
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| 46113 |
mcp-outlook-calendar
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Enables interaction with Outlook / Microsoft 365 calendar, allowing users to li…
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| 46114 |
unitrends-mcp
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MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
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| 46115 |
Hermes Blockchain Oracle
Claim
An MCP server that connects Hermes Agent to the Solana blockchain, enabling nat…
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| 46116 |
Sales Intelligence
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12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
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| 46117 |
timezest-mcp
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TimeZest scheduling MCP server for the WYRE MCP Gateway. Enables AI assistants …
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| 46118 |
memory-mcp-server
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Gives any AI tool persistent, searchable memory across sessions using hybrid se…
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| 46119 |
lockstep-mcp
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Enables multiple AI agents like Claude and Codex to coordinate on the same proj…
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| 46120 |
GROWI MCP Server
Claim
MCP server to connect AI models to GROWI Wiki with bearer authentication, enabl…
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| 46121 |
ZenRent
Claim
**ZenRent MCP** — the UK property management MCP server for landlords.
Connect…
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| 46122 |
VersionOne MCP Server
Claim
Enables AI assistants to query VersionOne for stories, features (epics), and th…
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| 46123 |
Mneme
Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
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| 46124 |
LTC Catalog
Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
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| 46125 |
MCP-server
Claim
Multi-agent AI tools for email automation (Outlook), weather (OpenWeather API),…
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| 46126 |
AWS MCP Server
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Enables interaction with AWS services (EC2, S3, Lambda, DynamoDB, etc.) through…
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| 46127 |
agent-mem0
Claim
Provides persistent cross-session memory for Claude Code, enabling it to rememb…
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| 46128 |
kernelcad
Claim
Agent-first CAD: editable .kcad.ts source, deterministic review, OpenCASCADE ke…
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| 46129 |
Security gateway for AI agents: score tool calls, verify agent cards, enforce p…
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| 46130 |
cf-ai
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| 46131 |
seashail
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Agent-native, self-hosted MCP server for crypto trading and DeFi management. En…
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| 46132 |
WordPress MCP
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Enables AI models to interact with WordPress sites through standardized MCP int…
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| 46133 |
nagios-mcp
Claim
MCP server for Nagios Core that enables querying host and service status, alert…
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| 46134 |
MCP Email Server
Claim
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
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| 46135 |
Remote MCP security gateway for auth, redaction, policy enforcement, and audit …
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| 46136 |
MCP DSFR
Claim
Generates, validates, and audits French government DSFR components with RGAA 4.…
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| 46137 |
mt4ctl
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An MCP server for operating headless MetaTrader 4 terminals remotely over SSH, …
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| 46138 |
GDELT MCP Server
Claim
Provides access to the GDELT DOC 2.0 API for searching global news articles and…
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| 46139 |
Model Context Protocol server for HackerNews API access.
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| 46140 |
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
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| 46141 |
maas-mcp-server
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Enables AI assistants to interact with MAAS (Metal as a Service) infrastructure…
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| 46142 |
dump-analyzer-mcp-server
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MCP server for remote Windows Crash Dump analysis. Enables AI agents to analyze…
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| 46143 |
gtm-mcp
Claim
Enables natural language management of Google Tag Manager accounts, containers,…
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| 46144 |
LedgerLink MCP
Claim
Connects AI assistants to QuickBooks Online, enabling management of invoices, c…
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| 46145 |
pr-narrator-mcp
Claim
Generates commit messages, PR titles and descriptions, and release notes from g…
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| 46146 |
korean-stocks
Claim
Korean stock & crypto for AI agents. KRX news, financials, risk via x402 USDC p…
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| 46147 |
ssh-agent-mcp
Claim
Enables AI assistants to manage SSH connections, execute commands, and transfer…
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| 46148 |
originality-mcp
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MCP server for Originality.ai that provides tools for AI detection, plagiarism …
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| 46149 |
mcp-litmedia
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Exposes litmedia.ai text-to-image and image-to-video generation tools via MCP, …
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| 46150 |
ultimate-playwright-mcp
Claim
Multi-agent Playwright MCP server with tab isolation via targetId, enabling mul…
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