MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29701 |
Hello
Claim
Greet people by name with a simple hello. Validate your setup and workflows in …
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| 29702 |
EdgeLake MCP Server
Claim
Enables AI assistants to query and explore distributed data across EdgeLake nod…
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| 29703 |
AusLaw MCP
Claim
Enables users to search and retrieve Australian legislation and case law with f…
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| 29704 |
travelpayouts-mcp
Claim
MCP server for Travelpayouts API -- flight search, popular routes, price calend…
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| 29705 |
hexstrike-ai
Claim
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| 29706 |
mote-registry
Claim
Search the MOTE AI agent registry for machine-readable businesses.
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| 29707 |
mcp-server-251215
Claim
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| 29708 |
FastMCP
Claim
A high-level framework for building MCP servers in Python
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| 29709 |
mcpdoc
Claim
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| 29710 |
SkyeNet-MCP-ACE
Claim
Enables AI agents to execute server-side JavaScript and perform CRUD operations…
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| 29711 |
MCP Server Template
Claim
A minimal FastMCP server template for quick deployment to Render with streamabl…
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| 29712 |
Glystn
Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
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| 29713 |
Zocialeye MCP Server
Claim
Enables access to Zocialeye's social media analytics API for campaign data anal…
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| 29714 |
PyNet Bridge
Claim
PyNet Bridge MCP implementation to connect IAs with PyNet Platform.
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| 29715 |
patent-mcp
Claim
AI-powered patent search and analysis across 220M+ global patents. Semantic sea…
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| 29716 |
Assess your business's AI automation readiness across 20 industries. Get a pers…
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| 29717 |
regulationsgov-mcp
Claim
Enables interaction with the Regulations.gov API to search federal rulemaking d…
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| 29718 |
LSP-MCP
Claim
Bridges the Model Context Protocol with Language Server Protocol to provide AI …
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| 29719 |
skaut-mcp
Claim
Tech product recommendations for Chile with real prices in CLP.
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| 29720 |
Mobbin MCP Server
Claim
Enables users to search and browse Mobbin's extensive library of mobile app des…
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| 29721 |
knowledge-rag
Claim
Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-en…
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| 29722 |
ember-memory
Claim
Preserves the emotional texture of human-AI conversations across sessions throu…
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| 29723 |
meridian-edge-mcp
Claim
Real-time prediction market consensus data for AI agents. Aggregates probabilit…
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| 29724 |
hap-oauth-mcp
Claim
Provides automated login and credential refreshing for Mingdao (HAP) using Play…
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| 29725 |
agent-vending-factory
Claim
Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandb…
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| 29726 |
navigation-agent-mcp
Claim
A minimal MCP server providing a normalized API for code navigation and reposit…
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| 29727 |
Velt Analytics Server
Claim
Provide AI assistants and MCP clients with detailed analytics data about organi…
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| 29728 |
readypermit-mcp
Claim
AI-powered property intelligence for instant zoning analysis, buildability asse…
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| 29729 |
sealedmail
Claim
Send and receive on-chain private messages via SealedMail on Sui. No browser wa…
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| 29730 |
MeteoControl MCP Server
Claim
An MCP server that enables natural language interaction with the MeteoControl V…
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| 29731 |
gemini-skill
Claim
gemini drawing MCP & skill through browser, can be used in openclaw or any agen…
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| 29732 |
mts-exolve-mcp
Claim
MCP server for MTS Exolve API — SMS, calls. 3 tools.
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| 29733 |
Real-time SF Muni departures, routes, alerts, vehicle positions, and schedules.
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| 29734 |
ielts-dictionary-merriam
Claim
Look up authoritative English definitions tailored for IELTS learners. Get quic…
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| 29735 |
Chrome MCP Server
Claim
An extension-based MCP server that enables AI assistants to control your browse…
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| 29736 |
Tap
Claim
The interface protocol for AI agents. 8 kernel primitives + 16 stdlib operation…
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| 29737 |
che-apple-mail-mcp
Claim
Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops
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| 29738 |
casestudies.dev
Claim
Search, analyse, and compare thousands of real company case studies. Built for …
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| 29739 |
mcp
Claim
Company knowledge, services, case studies, pricing, and tools for craftable sof…
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| 29740 |
CTF MCP Server
Claim
Exposes common CTF and cybersecurity tools (crypto, forensics, malware analysis…
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| 29741 |
RyanNg
Claim
Cipher is an opensource memory layer specifically designed for coding agents. C…
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| 29742 |
Unreal Engine MCP Server
Claim
Enables AI assistants to control and automate Unreal Engine through a native C+…
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| 29743 |
arxiv-mcp-server
Claim
Search arXiv, fetch paper metadata, and read full-text content. STDIO & Streama…
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| 29744 |
claude-mcp
Claim
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| 29745 |
Docs Vector MCP
Claim
Enables AI agents to semantically search GitHub repository documentation by aut…
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| 29746 |
MCP File Analyzer
Claim
An MCP server that enables the analysis of CSV and Parquet files by providing t…
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| 29747 |
kaizen-lab
Claim
KaizenLab is an AI-native hypothesis validation platform for product teams runn…
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| 29748 |
Embody
Claim
MCP server embedded in TouchDesigner with 45 tools for creating operators, sett…
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| 29749 |
spotify-mcp
Claim
An MCP server that enables users to control Spotify playback, search for music,…
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| 29750 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects through natural language…
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