MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48001 |
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
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| 48002 |
mcp-server
Claim
Your company's brain for AI agents. Cited, permission-aware knowledge across ev…
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| 48003 |
Enables high-quality AI image generation with superior text rendering using the…
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| 48004 |
WinstonRedGuard monorepo bridge for MCP agents: governance, pipelines, memory, …
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| 48005 |
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings.…
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| 48006 |
SuperMemory
Claim
MCP-first agent learning: capture failures, validate lessons, retrieve context,…
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| 48007 |
Serves RootApp documentation files with search and retrieval capabilities, enab…
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| 48008 |
React Native Debug MCP
Claim
Enables AI agents to inspect, log, and control React Native apps on Android emu…
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| 48009 |
Grokipedia MCP Server
Claim
Enables searching and retrieving content from Grokipedia, with tools for page l…
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| 48010 |
Firefly III MCP Server
Claim
A Model Context Protocol server that provides programmatic access to Firefly II…
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| 48011 |
CRE Intelligence
Claim
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
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| 48012 |
gmail-mcp-server
Claim
A secure MCP server that enables Claude to read, search, send, reply, forward, …
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| 48013 |
swarmwage
Claim
Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x40…
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| 48014 |
Catholic AI compass: system prompts from Pope Leo XIV's encyclical Magnifica Hu…
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| 48015 |
Enables AI assistants to manage Empire listeners, stagers, agents, modules, and…
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| 48016 |
nl-opendata-mcp
Claim
Enables accessing and querying Dutch government open datasets from CBS and data…
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| 48017 |
Android-MCP
Claim
Enables AI agents to control Android devices and emulators through direct UI in…
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| 48018 |
chron
Claim
Timestamped audit log for every AI conversation — stored locally in SQLite, own…
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| 48019 |
Émile
Claim
MCP server for the Émile wine cellar — list, add, recommend, scan and search 10…
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| 48020 |
adsmcp
Claim
MCP-native ad server. Monetize AI chatbots and agents with conversational ads.
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| 48021 |
TickTick MCP Server
Claim
A security-hardened MCP server for TickTick that enables managing your tasks di…
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| 48022 |
mcp-file-lens
Claim
An MCP server that provides a flexible lens into directory structures and files…
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| 48023 |
Enables AI assistants to manage Google Ads accounts by providing tools for quer…
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| 48024 |
filemaker-odata-mcp
Claim
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
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| 48025 |
billionverify-mcp
Claim
Connects AI assistants to BillionVerify email verification via the Model Contex…
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| 48026 |
Open Context
Claim
AI context management for codebases – enables Claude Code to read, search, and …
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| 48027 |
mcp-md-pdf
Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
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| 48028 |
recall
Claim
Open-source MCP memory server. Persistent, searchable, tiered memory across ses…
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| 48029 |
Claude-OS
Claim
A concise Claude reference bundle for developers, covering commands, MCP server…
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| 48030 |
mumuai
Claim
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| 48031 |
cuad-audit
Claim
An MCP server that audits a contract liability clause against a derived company…
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| 48032 |
quake-mcp
Claim
MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to …
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| 48033 |
code-index
Claim
Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. S…
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| 48034 |
wiki-mcp
Claim
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| 48035 |
FS-MCP
Claim
Provides Claude with complete file system integration including directory manag…
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| 48036 |
The Agents MCP Server
Claim
Connects AI agents to The Agents Hub, visualizing them as pixel characters on a…
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| 48037 |
#docs
Claim
A documentation MCP server, such that you can ask a question like:
- "How do I…
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| 48038 |
lorem-ipsum-ai-mcp
Claim
lorem-ipsum-ai-mcp MCP server by MEOK AI Labs
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| 48039 |
navi-x402-mcp
Claim
Enables AI agents to access paid tools like crypto prices, weather, translation…
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| 48040 |
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
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| 48041 |
sap_2000_api_python_mcp4
Claim
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| 48042 |
alpaca-mcp-server
Claim
Enables natural language trading operations for stocks, options, crypto, and po…
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| 48043 |
scraping-api-marketplace
Claim
# API Marketplace MCP Server
Real-time product data from Amazon, eBay, Walmart…
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| 48044 |
Local Explorer MCP
Claim
Enables AI assistants to intelligently search and explore local file systems us…
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| 48045 |
mcp-atlassian-new
Claim
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| 48046 |
UK AI Regulation Compliance MCP. Automates audits against the UK AI White Paper…
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| 48047 |
mcp-data-lens
Claim
Enables users to ask questions about their spreadsheets in plain English and re…
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| 48048 |
chromeflow
Claim
Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 brow…
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| 48049 |
AutoRFP.ai
Claim
Search AutoRFP.ai projects, requirements, content library, and tags for Q&A and…
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| 48050 |
mcp-react-toolkit
Claim
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
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