MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54601 |
Trading 212 MCP Server
Claim
An MCP server that wraps the Trading 212 Public API, enabling AI agents to inte…
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| 54602 |
Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…
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| 54603 |
Ollama Web Search
Claim
Enables web search and web fetch operations using Ollama's hosted APIs, allowin…
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| 54604 |
livostyle-catalog-mcp
Claim
Live access to 2,766+ women's fashion products from Livostyle.com via 6 tools —…
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| 54605 |
Passepartout
Claim
Enables AI assistants to manage content on self-hosted WordPress sites via the …
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| 54606 |
debate-arena
Claim
Enables AI agents to engage in structured, turn-based debates with real-time me…
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| 54607 |
claude-cursor-mcp
Claim
Enables Claude.ai to interact with the Cursor editor to read files, write code,…
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| 54608 |
Github CLI MCP Server
Claim
Enables interaction with GitHub by wrapping the gh CLI into two generic tools f…
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| 54609 |
PwnBridge
Claim
Enables AI assistants to execute security testing tools on a Kali Linux machine…
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| 54610 |
site24x7-code-mode-mcp
Claim
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
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| 54611 |
media-mcp
Claim
MCP server enabling interaction with Twitter, YouTube, Instagram, and video pro…
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| 54612 |
mcp-test-test
Claim
Multiply numbers quickly and accurately within your workflows. Automate repetit…
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| 54613 |
Google MCP Server
Claim
Integrates with Google Docs and Gmail to enable document editing and email draf…
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| 54614 |
Kubeflow MCP Server
Claim
AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to m…
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| 54615 |
Lattice MCP Server
Claim
An MCP server that exposes the Lattice Talent API as tools, enabling AI assista…
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| 54616 |
pdf-reporter-mcp
Claim
MCP server for rendering Mermaid diagrams to SVG and converting Markdown with c…
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| 54617 |
사주 MCP 대시보드
Claim
Korean traditional saju (four pillars) fortune analysis MCP server with a premi…
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| 54618 |
Monarch Money MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
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| 54619 |
legalize-kr MCP
Claim
Enables searching and browsing Korean legal documents from a local git clone of…
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| 54620 |
infra-mcp
Claim
MCP server that gives Claude Code real-time visibility into local infrastructur…
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| 54621 |
obsidian-vault-mcp
Claim
Manages feature documentation and bug tracking inside an Obsidian vault, organi…
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| 54622 |
skylight-mcp-remote
Claim
Remote MCP deployment scaffold for Skylight's MCP server, hosted on Cloudflare …
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| 54623 |
GoldenGate MCP Server
Claim
A production-grade MCP server that exposes real-time banking data replicated vi…
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| 54624 |
Tauri MCP Server
Claim
Bridges AI agents with Tauri desktop applications for intelligent debugging, te…
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| 54625 |
An MCP server that guides QA and verification processes by breaking down tasks …
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| 54626 |
kokoro-tts-mcp
Claim
Text-to-speech MCP server using the Kokoro-82M model accelerated with MLX on Ap…
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| 54627 |
MCP server for ListenME — product research task management via Boxverse AI. Pro…
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| 54628 |
302AI Web Search MCP
Claim
Enables web search functionality via the 302AI API.
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| 54629 |
Enables MCP clients to access and manage Microsoft Dynamics 365 Business Centra…
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| 54630 |
mcp-google-reader
Claim
MCP server that reads Google Docs and Google Sheets content for AI assistants l…
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| 54631 |
proxy-mcp
Claim
Universal MCP proxy server that discovers, searches, and executes tools across …
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| 54632 |
MCP server to search and retrieve regulations from 14 Korean universities' regu…
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| 54633 |
Olostep MCP server for web scraping, google search and website urls search.
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| 54634 |
undo
Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
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| 54635 |
auvik-mcp
Claim
An MCP server for Auvik network management, enabling monitoring, management, an…
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| 54636 |
my-mcp-server
Claim
Exposes Aniket Charjan's resume as a queryable API for AI assistants, implement…
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| 54637 |
smart-webfetch-mcp
Claim
Context-aware web fetching for LLMs, providing 7 tools to check page size, fetc…
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| 54638 |
powerpoint-mcp
Claim
Create and edit PowerPoint presentations with Claude – locally, on any platform.
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| 54639 |
Volta Notes
Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
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| 54640 |
Betaflight MCP
Claim
Enables AI assistants to control Betaflight flight controllers over serial via …
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| 54641 |
code-context-v2
Claim
Enables semantic code search across indexed codebases using natural language qu…
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| 54642 |
Fal.ai MCP Server
Claim
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
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| 54643 |
mysql-mcp
Claim
Enables read-only SQL queries and datasource listing for MySQL databases via MC…
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| 54644 |
Enables LLM agents to interact with Apache Zeppelin notebooks via the Zeppelin …
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| 54645 |
CodeBrain MCP Server
Claim
Enables semantic code search across codebases using AI embeddings and vector si…
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| 54646 |
Wilma MCP Server
Claim
An MCP server for the Wilma school communication platform, enabling AI assistan…
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| 54647 |
propline-mcp
Claim
Live sports betting odds, cross-book +EV, and graded prop resolution (every Ove…
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| 54648 |
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, sa…
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| 54649 |
incident-tool
Claim
Enables AI agents to diagnose Linux server incidents by collecting and structur…
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| 54650 |
simple-rail-mcp
Claim
Enables controlling linear rails via natural language commands through Claude A…
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