MCP Server Quality Scores
Independent quality analysis of 41157 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37801 |
mailx-tools
Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
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| 37802 |
Figma MCP Server
Claim
A server that converts Figma designs into pseudo-code structures optimized for …
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| 37803 |
mcp-1
Claim
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| 37804 |
agent-memory
Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
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| 37805 |
misata-mcp
Claim
Generate realistic multi-table synthetic datasets from plain English. Supports …
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| 37806 |
mcp-1
Claim
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| 37807 |
HashLock OTC
Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
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| 37808 |
Access 2,300+ verified public datasets from World Bank, IMF, Eurostat, OECD, WH…
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| 37809 |
mcp-server
Claim
[FinancialData.Net](https://financialdata.net/) MCP server allows you to retrie…
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| 37810 |
MindMeister MCP Server
Claim
Connects Claude to the MindMeister API v2, enabling AI-powered mind map managem…
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| 37811 |
Analyzes TypeScript codebases for health issues, fetches system incidents, and …
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| 37812 |
rednote-mcp-2
Claim
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| 37813 |
mcp-gera-clinic
Claim
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
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| 37814 |
mcp
Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
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| 37815 |
frostbyte
Claim
MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, …
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| 37816 |
Jokes MCP Server
Claim
Enables users to retrieve various types of jokes including Chuck Norris and Dad…
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| 37817 |
QR code generation API for AI agents. Generate QR codes from any text or URL: b…
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| 37818 |
iototsample
Claim
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| 37819 |
cfb
Claim
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| 37820 |
aspro-mcp
Claim
Enables LLMs to interact with the Aspro.Cloud REST API through self-describing …
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| 37821 |
recipe-finder-ai-mcp
Claim
recipe-finder-ai-mcp MCP server by MEOK AI Labs
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| 37822 |
Natural language interface designed for agentic applications to manage and sear…
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| 37823 |
Gremlin Web Scraper MCP
Claim
A lightweight HTTP module that enables scraping visible text from any publicly …
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| 37824 |
Cyphrex
Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
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| 37825 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 37826 |
skysql-mcp-test1
Claim
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| 37827 |
vivado-mcp
Claim
Vivado MCP Server — AI 驱动的 FPGA 开发助手,自动诊断 CRITICAL WARNING 并给出修复建议
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| 37828 |
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
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| 37829 |
Mem0 Memory Server
Claim
Enable AI agents to store, search, and delete persistent memories across sessio…
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| 37830 |
lore
Claim
Living typed knowledge graph for software projects, exposed over MCP so coding …
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| 37831 |
Paid KYC, AML, and regulatory risk assessment over MCP via x402 USDC micropayme…
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| 37832 |
Theta Health MCP
Claim
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
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| 37833 |
An MCP server for obtaining the README content, metadata and search function of…
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| 37834 |
coalesce-transform
Claim
MCP server for managing Coalesce Transform workspaces, nodes, pipelines, and ru…
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| 37835 |
An MCP server that enables AI models to search the web using OpenAI's 4o-mini S…
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| 37836 |
sifs
Claim
Extremely fast local hybrid code search for agents.
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| 37837 |
RanchHand
Claim
Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools…
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| 37838 |
sei-mcp
Claim
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| 37839 |
An MCP server that enables Amazon Q CLI users to create, query, and manage Mave…
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| 37840 |
Barcode generation API for AI agents. Generate EAN-13, UPC-A, Code128, and Code…
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| 37841 |
selfhosted-supabase-mcp
Claim
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| 37842 |
tokentoll
Claim
Scan codebases for LLM API calls and estimate monthly costs. Compare costs betw…
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| 37843 |
api-composition-gateway
Claim
Cloudflare Workers MCP server: api-composition-gateway
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| 37844 |
hedera-hcs-mcp-server
Claim
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
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| 37845 |
Fetcher MCP
Claim
A server that allows fetching web page content using Playwright headless browse…
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| 37846 |
Instagram DM MCP Server
Claim
Enables sending and receiving Instagram Direct Messages, managing conversations…
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| 37847 |
An MCP server that enables a Gemini-based chatbot to fetch and summarize curren…
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| 37848 |
AI List My Business
Claim
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
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| 37849 |
Git MCP
Claim
Enables comprehensive Git and GitHub operations through 30 DevOps tools includi…
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| 37850 |
Provides AI assistants with access to 102 curated UK Government technology stan…
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