MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47001 |
lottery-mcp-server
Claim
A Model Context Protocol server for querying and analyzing double-color ball (双…
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| 47002 |
Deep Research MCP
Claim
A Model Context Protocol compliant server that facilitates comprehensive web re…
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| 47003 |
MCP Memory
Claim
Enables AI assistants to remember and retrieve user information across conversa…
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| 47004 |
temp-notes
Claim
Capture quick notes in a single workspace. Read, write, and append ideas effort…
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| 47005 |
A Model Context Protocol server with GitHub API integration that enables intera…
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| 47006 |
ableton-mcp-server
Claim
MCP server that enables AI agents to read and edit Ableton Live sets, including…
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| 47007 |
mcp-filesystem-server
Claim
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| 47008 |
Katamari MCP Server
Claim
An adaptive MCP server that grows and evolves based on user needs through self-…
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| 47009 |
MCP Knowledge Service
Claim
Enables semantic search and management of development knowledge including globa…
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| 47010 |
cPanel MCP Server
Claim
A complete MCP server enabling AI assistants to manage cPanel hosting through n…
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| 47011 |
warp-agent-mcp
Claim
Book real LTL/FTL/van/box-truck freight through the Warp network. 20 tools, in-…
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| 47012 |
An MCP server that runs in the browser, letting web pages register custom tools…
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| 47013 |
Simmer
Claim
Trade prediction markets with AI agents — skill discovery, autoresearch, and ex…
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| 47014 |
fluent-mcp-server
Claim
Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assist…
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| 47015 |
Context Guardian
Claim
MCP server that cuts cloud LLM costs 36-42% by indexing context locally and giv…
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| 47016 |
Lightning-fast HTML generation from AI agents with 15 tools, 22 components, and…
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| 47017 |
vibe-mcp-02
Claim
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| 47018 |
SME Copilot MCP Server
Claim
Generates business action reports for SMEs by retrieving company profiles throu…
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| 47019 |
LinkedIn MCP Server
Claim
Enables interaction with LinkedIn's Community Management API, allowing users to…
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| 47020 |
mcphello-mcp-server
Claim
Provides access to a curated database of over 1,500 MCP tools with quality scor…
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| 47021 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
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| 47022 |
MCP server for PayTo agreements and payment initiation in Australia.
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| 47023 |
re-lief
Claim
MCP server exposing LIEF for cross-format binary analysis, enabling parsing, se…
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| 47024 |
BrandKity MCP Server
Claim
Enables AI agents to create, manage, and publish brand kits with colors, typogr…
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| 47025 |
Via
Claim
Enables routing context and execution across AI tools like Claude, Cursor, Wind…
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| 47026 |
IBANforge
Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
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| 47027 |
Aviationstack
Claim
Aviationstack MCP — global flight + airport + airline data
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| 47028 |
Obsidian MCP Server
Claim
Turn your Obsidian vaults into structured context sources for Claude Desktop wi…
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| 47029 |
Explore and query the Plantops GraphQL API with schema introspection, field dis…
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| 47030 |
BGPT MCP API
Claim
Search scientific papers with raw experimental data extracted from full-text st…
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| 47031 |
A Model Context Protocol server that provides AI coding agents with access to u…
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| 47032 |
Atlassian MCP Server
Claim
Enterprise-grade MCP server providing 102 production-ready tools for Jira, Conf…
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| 47033 |
tavily-server
Claim
A Model Context Protocol server that implements a simple notes system with reso…
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| 47034 |
Congress.gov MCP Server
Claim
Machine-Consumable Proxy server that provides standardized access to the Congre…
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| 47035 |
fundos-mcp
Claim
AI-native MCP server for fund managers — deal pipeline, LP management, covenant…
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| 47036 |
mcp-europe-business
Claim
European business compliance suite for AI agents — 28 tools covering tax ID val…
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| 47037 |
media-mcp
Claim
An MCP server for AI-powered media generation using Google Gemini, enabling cre…
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| 47038 | — | |||||||||
| 47039 |
EMEA Compliance MCP
Claim
EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
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| 47040 |
MantisBT MCP server – manage issues, notes, files, tags, and relationships. Wit…
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| 47041 |
personal
Claim
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| 47042 |
api-contract-validator
Claim
Cloudflare Workers MCP server: api-contract-validator
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| 47043 |
whisper-mcp
Claim
MCP server that provides a transcribe_audio tool to convert voice messages from…
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| 47044 |
Federal and state court record lookup. Run a name or company through and get ba…
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| 47045 |
openarx
Claim
Open scientific knowledge MCP for AI agents. Three profiles: search, publish, g…
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| 47046 |
re-binary-diff
Claim
Enables read-only binary diff and fingerprinting of files without writing to di…
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| 47047 |
ntfy-mcp
Claim
Enables AI agents to send push notifications to your phone through ntfy, with b…
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| 47048 |
permission-guard
Claim
Permission Guard — validates an agent's requested action against its defined sc…
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| 47049 |
WAF MCP Server
Claim
Enables AI assistants to monitor, analyze, and configure OWASP ModSecurity CRS …
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| 47050 |
test-calendar
Claim
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