MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 1 hour, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32601 |
openeye
Claim
Procedure verification for AR/XR with memory, visual sessions, and DPO trajecto…
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| 32602 |
kiwiki
Claim
A self-hosted Markdown knowledge base and Agent Harness with an MCP server that…
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| 32603 |
mcp-pine
Claim
Memory inspection and savestate control for PCSX2 and other emulators speaking …
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| 32604 |
yapi-mcp-server
Claim
An MCP server that enables fetching YApi interface details via a tool, allowing…
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| 32605 |
mcp-server
Claim
Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리
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| 32606 |
Logic Pro MCP
Claim
Local MCP server for stateful, fail-closed Logic Pro control and live project r…
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| 32607 |
aya-registry
Claim
Search 367k+ verified businesses; earn cashback when an agent routes a real pur…
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| 32608 |
Epistemic guard for AI coding: tracks uncertain values and blocks writes until …
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| 32609 |
Award Travel Finder
Claim
Search award flight availability, points pricing, and status matches from your …
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| 32610 |
Enables AI assistants to generate UI components and web interfaces from natural…
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| 32611 |
dowhistle_mcp
Claim
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| 32612 |
test-server
Claim
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| 32613 |
glyphs-info-mcp
Claim
A unified MCP server for Glyphs font design software, integrating handbook quer…
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| 32614 |
claude-preview-mcp
Claim
Provides dev-server lifecycle management and Chrome browser automation tools (1…
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| 32615 |
Vibe MCP
Claim
Browser automation MCP server that enables multiple AI agents to simultaneously…
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| 32616 |
A remote MCP server deployable on Cloudflare Workers without authentication, en…
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| 32617 |
MCP-GROQ
Claim
Provides a suite of AI tools for web search, mathematical calculations, and tec…
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| 32618 |
Anytype MCP Server
Claim
Enables AI assistants to interact with Anytype knowledge base via natural langu…
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| 32619 |
StockPilot-MCP-Server
Claim
Provides inventory analysis, risk assessment, demand forecasting, and recommend…
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| 32620 |
zemax-mcp-server
Claim
Enables AI agents to control Ansys Zemax OpticStudio via ZOS-API, allowing opti…
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| 32621 |
A Model Context Protocol server that provides tools for interacting with Yahoo …
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| 32622 |
Enables intelligent identification and validation of compound data from documen…
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| 32623 |
ch-eli-mcp
Claim
MCP server for Swiss federal legislation metadata via Fedlex, enabling search a…
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| 32624 |
Anatome MCP Server
Claim
Generates multi-color anatomical muscle diagrams and provides exercise search/r…
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| 32625 |
prometheus-mcp-server
Claim
A Model Context Protocol server that enables AI agents to interact directly wit…
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| 32626 |
Enables interaction with Practice Fusion EHR through 19 healthcare tools for pa…
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| 32627 |
Lets any MCP client drive the recruiting workflow in natural language: create r…
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| 32628 |
cPanel MCP Server
Claim
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
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| 32629 |
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
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| 32630 |
browser-devtools-mcp
Claim
Enables reading browser DevTools data (tabs, console errors, network requests, …
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| 32631 |
Harpia Omnichannel MCP
Claim
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
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| 32632 |
gitlab-mcp-server
Claim
A TypeScript-based MCP server that enables code search, file reading, and proje…
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| 32633 |
Malloy MCP Server
Claim
An MCP server for executing Malloy queries and managing Malloy resources.
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| 32634 |
web-browser-mcp
Claim
Enables AI agents to perform query-driven web searches and fetch page content v…
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| 32635 |
Connect Claude Desktop to WhatsApp. Send & receive messages, manage groups, sha…
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| 32636 |
NitroStack
Claim
A Python framework for building MCP servers with modular architecture, dependen…
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| 32637 |
mcp
Claim
MCP (Model Context Protocol) server for Appwrite
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| 32638 |
Agentic AQUA
Claim
MCP server for managing Bitcoin, Liquid Network, and Lightning wallets through …
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| 32639 |
kanban-lite
Claim
MCP server for AI agents to manage a lightweight kanban board stored as markdow…
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| 32640 |
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
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| 32641 |
Provides 240 tools for managing Google Workspace services including Gmail, Driv…
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| 32642 |
mcp-nettools
Claim
A Model Context Protocol server that provides network diagnostics and scanning …
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| 32643 |
Local File Manager
Claim
Enables AI clients to manage and manipulate text files in a secured local direc…
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| 32644 |
Nall.Hangfire.Mcp
Claim
Remote MCP server for Hangfire that exposes background jobs as dynamic MCP tool…
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| 32645 |
Enables natural language queries for Porto Alegre's public transport system, in…
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| 32646 |
journal-rag
Claim
Hybrid retrieval MCP server for searching team markdown journals using BM25 and…
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| 32647 |
CI Monitor MCP Server
Claim
Monitors Jenkins CI builds in real-time, fetching build status and logs on fail…
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| 32648 |
MCP server for Cloudflare D1 database introspection, providing schema analysis,…
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| 32649 |
@kazuph/mcp-obsidian
Claim
Obsidian vault connector for Claude Desktop - enables reading and writing Markd…
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| 32650 |
Ultimath
Claim
Stop hallucinating numbers. An MCP server that runs every math expression throu…
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