MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62151 |
Full automation for Japan's SSW visa. 42 MCP tools for application pattern dete…
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| 62152 |
ai-bom-mcp
Claim
AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX …
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| 62153 |
Component Library MCP
Claim
An MCP server that scans React and Vue projects, extracts component metadata (p…
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| 62154 |
mcp-guardian
Claim
Security and governance proxy for MCP infrastructure. Enforces YAML-configurabl…
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| 62155 |
context7-copy
Claim
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| 62156 |
memberpass-mcp
Claim
Connects MCP clients like Claude and Cursor to MemberPass workspace, exposing 4…
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| 62157 |
Germany payments for AI agents — Klarna / SEPA via Mollie. Never holds funds.
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| 62158 |
Enables image generation, editing, and refinement using Google's Gemini 2.5 Fla…
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| 62159 |
GitHub MCP Server
Claim
Enables direct GitHub operations through Claude and Cursor, including repositor…
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| 62160 |
Currency Exchange
Claim
Convert amounts between currencies with up-to-date rates. Get accurate conversi…
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| 62161 |
n8n-MCP
Claim
A Model Context Protocol server that provides AI assistants with comprehensive …
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| 62162 |
karabiner-mcp
Claim
MCP server for managing Karabiner-Elements keyboard remapping rules on macOS, e…
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| 62163 |
local-mcp
Claim
Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
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| 62164 |
Enables Claude to interact with Canvas LMS to manage coursework, track assignme…
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| 62165 |
Switchboard
Claim
Self-hosted MCP message bus: agents DM each other, broadcast to channels, and t…
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| 62166 |
guerrillamail-mcp
Claim
MCP server for the Guerrilla Mail temporary/disposable email API. Spin up throw…
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| 62167 |
celestine
Claim
MCP server for astrological calculations — birth charts, transits, progression…
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| 62168 |
Word Live MCP Server
Claim
A Windows MCP server that attaches to a running Microsoft Word instance via COM…
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| 62169 |
FastMCP server for surgical queries against a vault knowledge graph (NetworkX n…
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| 62170 |
eustore
Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
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| 62171 |
Proxmox AIops
Claim
Governed Proxmox VE VM/container ops — 23 MCP tools with audit, budget, undo & …
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| 62172 |
screenshot-mcp
Claim
Enables AI agents to capture screenshots of windows (e.g., WeChat developer too…
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| 62173 |
A Model Context Protocol server that provides access to the HackTricks knowledg…
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| 62174 |
spine-curated
Claim
A curated selections of tools and writing from the Underground Cultural Distric…
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| 62175 |
LM Studio MCP Server
Claim
Enables AI assistants to manage LM Studio models, including listing, loading, a…
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| 62176 |
PostgreSQL MCP Server
Claim
A comprehensive MCP server that enables database operations, schema management,…
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| 62177 |
Search and compare products from Singapore, SEA, and US markets via MCP.
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| 62178 |
llm-wiki-mcp
Claim
Enables natural language query and ingestion of wiki knowledge bases built from…
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| 62179 |
dear-agent
Claim
Your AI agent keeps your diary for you. Local-first, private, works in any agen…
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| 62180 |
fallhronboard-mcp
Claim
MCP server for the foldkit framework, exposing 7-prime spine, κ-bands, and fold…
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| 62181 |
who-gho
Claim
Enables querying World Health Organization Global Health Observatory data via n…
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| 62182 |
attestify-os
Claim
Governed agent execution: x402 payments, budgets, receipts, verification, and a…
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| 62183 |
MCP server for Fabrx - Build APIs from documents in your IDE
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| 62184 |
iTechSmart UAIO
Claim
Connect AI agents to iTechSmart UAIO, ProofLink verification, and autonomous IT…
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| 62185 |
strimzi-kafka-cli
Claim
Command Line Interface for the Strimzi Kafka Operator
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| 62186 |
blackhawk-mcp
Claim
BlackHawkMCP - connect AI to Google Sheets
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| 62187 |
CaskMCP
Claim
Turns any web API into a governed, agent-ready MCP server with lockfile-based a…
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| 62188 |
Vedic astrology MCP: 54 tools for charts, dashas, yogas, compatibility, muhurta…
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| 62189 |
Verifies AI agent wallets, domains and manifests before any transaction. Return…
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| 62190 |
david-mcp6
Claim
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| 62191 |
jira-mcp-server
Claim
Enables AI assistants like Claude to interact with Jira for project management …
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| 62192 |
mcp-supermercados-cl
Claim
Enables searching products, comparing prices, and building optimal shopping lis…
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| 62193 |
xmlriver-mcp
Claim
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver X…
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| 62194 |
tradestation-mcp
Claim
MCP server for TradeStation API enabling market data, brokerage, and order exec…
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| 62195 |
cloud-security-scanner
Claim
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
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| 62196 |
Provides MySQL database query capabilities through MCP protocol, enabling AI as…
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| 62197 |
ai-model-router
Claim
Cloudflare Workers MCP server: ai-model-router
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| 62198 |
zk-utils
Claim
MCP server for zk note management enabling note search, creation, and link anal…
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| 62199 |
codegworkspace-mcp
Claim
A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, an…
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| 62200 |
CoreViz MCP
Claim
Exposes a visual library with semantic search, tagging, editing, and management…
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