MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41101 |
Coach Watts
Claim
Remote MCP server for training, nutrition, wellness, and performance data with …
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| 41102 |
minimax-image-mcp
Claim
Enables image generation via MiniMax's API through MCP, supporting text-to-imag…
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| 41103 |
Converts any web page to clean Markdown, handling JS-heavy SPAs, paywalled cont…
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| 41104 |
eml-mcp
Claim
MCP server for managing email archives as .eml files, synced with OneDrive, ena…
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| 41105 |
lsp-mcp
Claim
An MCP server that exposes LSP-backed code navigation and editing tools to LLM …
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| 41106 |
arcgis-sanjoaquin
Claim
Enables searching and querying San Joaquin County open geospatial data (parcels…
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| 41107 |
SciAgentKit
Claim
MCP-native scientific skills for reproducible computational biology and AI-driv…
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| 41108 |
web-fetch-mcp
Claim
A web-fetch MCP server for LLM agents that fetches pages with an escalation lad…
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| 41109 |
LLM Chat MCP
Claim
Wraps Tool and ToolPackage instances from the llm-chat ecosystem behind the Mod…
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| 41110 |
Bawbel Scanner
Claim
Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring a…
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| 41111 |
personal-mcp-bridge
Claim
Enables safe, read-only browsing of allowlisted local directories through MCP, …
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| 41112 |
netease-mcp
Claim
MCP server that enables AI assistants to search and retrieve music data (songs,…
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| 41113 |
AnyDocs MCP Server
Claim
Transforms any website's documentation into an MCP-compatible interactive knowl…
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| 41114 |
wandering-rag-mcp
Claim
A local RAG knowledge base MCP server that exposes semantic document search as …
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| 41115 |
A local MCP server for governed support-ticket triage that reads synthetic tick…
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| 41116 |
Docmancer
Claim
Local-only MCP server for source-attributed Markdown memory and documentation r…
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| 41117 |
Explore and query the Plantops GraphQL API with schema introspection, field dis…
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| 41118 |
mcp
Claim
Turn the web into structured, reliable, actionable enterprise data for AI Agents
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| 41119 |
cargoshipper-mcp
Claim
A comprehensive MCP server that provides Claude with direct access to Docker, D…
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| 41120 |
n8n MCP Agent
Claim
Autonomous AI agent for n8n workflow automation with credential factories, exec…
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| 41121 |
sports-feeds
Claim
Enables AI agents to browse curated sports news feeds, read feed items, and fet…
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| 41122 |
search-mcp-registry
Claim
Search and discover MCP servers from the MCP Registry.
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| 41123 |
Provides six tools including web search, URL fetching, calculator, and note man…
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| 41124 |
MCP HTTP Client Server
Claim
A powerful MCP server for making HTTP requests, GraphQL queries, and TCP/Telnet…
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| 41125 |
synthlab-mcp
Claim
Enables AI-powered music composition and synthesis by generating Pure Data patc…
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| 41126 |
sqlite-memory-mcp
Claim
Governed cross-agent memory for coding agents with hybrid retrieval, provenance…
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| 41127 |
maya-mcp
Claim
Enables control of Autodesk Maya using natural language via Claude and the Mode…
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| 41128 |
simple_mcp
Claim
An educational MCP server that teaches implementing the Model Context Protocol …
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| 41129 |
jlink-mcp
Claim
Enables AI assistants like Claude to directly debug microcontrollers via JLink,…
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| 41130 |
cloud-support-mcp
Claim
MCP server for Google Cloud Support API v2. Provides tools for managing Google …
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| 41131 |
mcp-server-zendesk
Claim
Enables AI assistants to search tickets, manage tags, create tickets, inspect a…
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| 41132 |
Gmail integration with OAuth authentication, message search, batch operations, …
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| 41133 |
Get a digital product ready for affiliate networks: requirements, sales-page au…
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| 41134 |
Automates the entire WordPress content lifecycle: topic research, AI writing, r…
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| 41135 |
24 tools for evidence-graded clinical queries, hormones, peptides, longevity & …
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| 41136 |
Provides real-time access to Japanese building standards laws and regulations f…
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| 41137 |
Calculator MCP Server
Claim
A calculator-focused MCP server with TypeScript and Zod validation, providing t…
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| 41138 |
Search anthonyhunts.com and read any page as Markdown: GoHighLevel and AI autom…
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| 41139 |
TickTick MCP Service
Claim
Bring TickTick task and goal data into MCP workflows with official OAuth and Op…
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| 41140 |
ls-news-mcp
Claim
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| 41141 |
Extracts captions, metadata, and descriptions from YouTube videos to enable AI …
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| 41142 |
Notes MCP Server
Claim
Enables note management (create, read, update, delete, list) through MCP, with …
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| 41143 |
kinetifi-mcp
Claim
Cross-chain MCP server that coordinates operations between Casper and Mantle ne…
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| 41144 |
Publish AI-generated web pages to a live, shareable URL from Cursor or Claude C…
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| 41145 |
obsidian-autom8
Claim
Enables AI agents to remotely access and interact with Obsidian vaults via MCP,…
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| 41146 |
WhatsNew-MCPserver
Claim
Fetches AWS What's New announcements by month, allowing users to query announce…
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| 41147 |
universal-memory-mcp
Claim
Provides any AI CLI tool with long-term memory using a three-tier architecture …
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| 41148 |
Jira MCP Server
Claim
A comprehensive MCP server for Atlassian Jira that enables AI assistants to man…
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| 41149 |
YakusokuKeeper
Claim
A rule-based MCP server that automatically applies configured rules at specifie…
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| 41150 |
finn-mcp
Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
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