MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29801 |
Zocialeye MCP Server
Claim
Enables access to Zocialeye's social media analytics API for campaign data anal…
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| 29802 |
PyNet Bridge
Claim
PyNet Bridge MCP implementation to connect IAs with PyNet Platform.
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| 29803 |
patent-mcp
Claim
AI-powered patent search and analysis across 220M+ global patents. Semantic sea…
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| 29804 |
Assess your business's AI automation readiness across 20 industries. Get a pers…
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| 29805 |
regulationsgov-mcp
Claim
Enables interaction with the Regulations.gov API to search federal rulemaking d…
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| 29806 |
LSP-MCP
Claim
Bridges the Model Context Protocol with Language Server Protocol to provide AI …
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| 29807 |
skaut-mcp
Claim
Tech product recommendations for Chile with real prices in CLP.
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| 29808 |
Mobbin MCP Server
Claim
Enables users to search and browse Mobbin's extensive library of mobile app des…
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| 29809 |
knowledge-rag
Claim
Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-en…
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| 29810 |
ember-memory
Claim
Preserves the emotional texture of human-AI conversations across sessions throu…
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| 29811 |
meridian-edge-mcp
Claim
Real-time prediction market consensus data for AI agents. Aggregates probabilit…
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| 29812 |
hap-oauth-mcp
Claim
Provides automated login and credential refreshing for Mingdao (HAP) using Play…
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| 29813 |
agent-vending-factory
Claim
Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandb…
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| 29814 |
navigation-agent-mcp
Claim
A minimal MCP server providing a normalized API for code navigation and reposit…
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| 29815 |
Velt Analytics Server
Claim
Provide AI assistants and MCP clients with detailed analytics data about organi…
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| 29816 |
readypermit-mcp
Claim
AI-powered property intelligence for instant zoning analysis, buildability asse…
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| 29817 |
sealedmail
Claim
Send and receive on-chain private messages via SealedMail on Sui. No browser wa…
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| 29818 |
MeteoControl MCP Server
Claim
An MCP server that enables natural language interaction with the MeteoControl V…
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| 29819 |
gemini-skill
Claim
gemini drawing MCP & skill through browser, can be used in openclaw or any agen…
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| 29820 |
mts-exolve-mcp
Claim
MCP server for MTS Exolve API — SMS, calls. 3 tools.
|
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| 29821 |
Real-time SF Muni departures, routes, alerts, vehicle positions, and schedules.
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| 29822 |
ielts-dictionary-merriam
Claim
Look up authoritative English definitions tailored for IELTS learners. Get quic…
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| 29823 |
Chrome MCP Server
Claim
An extension-based MCP server that enables AI assistants to control your browse…
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| 29824 |
Tap
Claim
The interface protocol for AI agents. 8 kernel primitives + 16 stdlib operation…
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| 29825 |
che-apple-mail-mcp
Claim
Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops
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| 29826 |
casestudies.dev
Claim
Search, analyse, and compare thousands of real company case studies. Built for …
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| 29827 |
mcp
Claim
Company knowledge, services, case studies, pricing, and tools for craftable sof…
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| 29828 |
CTF MCP Server
Claim
Exposes common CTF and cybersecurity tools (crypto, forensics, malware analysis…
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| 29829 |
RyanNg
Claim
Cipher is an opensource memory layer specifically designed for coding agents. C…
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| 29830 |
Unreal Engine MCP Server
Claim
Enables AI assistants to control and automate Unreal Engine through a native C+…
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| 29831 |
arxiv-mcp-server
Claim
Search arXiv, fetch paper metadata, and read full-text content. STDIO & Streama…
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| 29832 |
claude-mcp
Claim
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| 29833 |
Docs Vector MCP
Claim
Enables AI agents to semantically search GitHub repository documentation by aut…
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| 29834 |
MCP File Analyzer
Claim
An MCP server that enables the analysis of CSV and Parquet files by providing t…
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| 29835 |
kaizen-lab
Claim
KaizenLab is an AI-native hypothesis validation platform for product teams runn…
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| 29836 |
Embody
Claim
MCP server embedded in TouchDesigner with 45 tools for creating operators, sett…
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| 29837 |
spotify-mcp
Claim
An MCP server that enables users to control Spotify playback, search for music,…
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| 29838 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects through natural language…
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| 29839 |
markdown-formatter
Claim
AI Answer Copier — Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, …
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| 29840 |
Atlas Cloud MCP Server enables developers to access state-of-the-art AI models …
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| 29841 |
randomaistuff
Claim
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| 29842 |
onepagecrm-mcp-server
Claim
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| 29843 |
TODO MCP Server
Claim
A minimal Model Context Protocol server implementation that provides tools for …
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| 29844 |
websites
Claim
|
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| 29845 |
PhpCodeArcheology
Claim
PHP static analysis MCP server with 11 tools for querying 60+ code quality metr…
|
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| 29846 |
saifs-ai
Claim
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| 29847 |
MCP server for self-hosted Jira instance with Personal Access Token authenticat…
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| 29848 |
Enables Claude to interact with WhatsApp Business for reading, searching, and s…
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| 29849 |
SecureMCP
Claim
SecureMCP is a security auditing tool designed to detect vulnerabilities and mi…
|
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| 29850 |
agent-bridge
Claim
A local bridge for bidirectional collaboration between Claude Code and Codex. 连…
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