MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50851 |
Blogger MCP
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A TypeScript MCP server for managing Blogger drafts and posts, project devlogs …
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| 50852 |
FinvizMCP
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An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
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| 50853 |
YouTube MCP Server
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This MCP server fetches and extracts transcripts from YouTube videos, enabling …
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| 50854 |
wezbridge
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Zero-dependency MCP server to orchestrate a swarm of Claude Code / Codex sessio…
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| 50855 |
Notion MCP Server
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Enables interaction with Notion databases and pages via the Notion API. Allows …
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| 50856 |
Polymarket MCP
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Enables MCP hosts like Claude and Cursor to query Polymarket data via Falcon AI…
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| 50857 |
pymol-cursor-mcp
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Control PyMOL from Cursor via natural language. Enables describing molecular st…
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| 50858 |
X32/M32 MCP Server
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Enables control of Behringer X32/M32 digital mixing consoles via OSC protocol f…
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| 50859 |
dag-mcp-server
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Provides intelligent, version-aware access to npm library documentation. Suppor…
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| 50860 |
Gantry
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An MCP proxy and dashboard for Space Molt AI fleets that provides compound tool…
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| 50861 |
VoIPbin MCP Server
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An MCP server that enables AI assistants to interact with the VoIPbin CPaaS pla…
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| 50862 |
packforai-mcp
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Converts PDF, DOCX, PPTX, XLSX, CSV, and JSON into clean, compact, AI-ready Mar…
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| 50863 |
mapleflow
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Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI throu…
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| 50864 |
Sonic MCP Server
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Enables AI agents to manage events, venues, songs, and users via the Sonic API,…
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| 50865 |
tdprepview-mcp
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Enables machine learning data preprocessing pipeline creation and model trainin…
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| 50866 |
mcp-server
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Minimal FastMCP server demo with example tools like generating leave request em…
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| 50867 |
tibet-voice-cache-mcp
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Enables MCP-compatible AI clients to store and recall voice conversation contex…
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| 50868 |
GenieOS MCP Server
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Stdio bridge for editors to connect to the GenieOS MCP server, enabling AI agen…
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| 50869 |
JinaAI MCP Server
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Enables LLMs to read and extract clean, markdown-formatted content from any web…
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| 50870 |
Taiga MCP Server
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Enables natural language interaction with Taiga project management tool to list…
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| 50871 |
jumpserver-ssh-mcp
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Enables AI agents to securely execute remote commands via SSH or JumpServer, wi…
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| 50872 |
map-mcp
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Enables AI agents to perceive and control a live MapLibre GL map over MCP, allo…
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| 50873 |
spotify-mcp
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| 50874 |
recount
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Enables users to ask about render performance in React and React Native apps vi…
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| 50875 |
Bolna MCP Server
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Manage voice AI agents, make calls, run campaigns, and control phone numbers th…
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| 50876 |
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
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| 50877 |
web-speed-oss
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Reducing token usage by 70% with a deterministic mapping engine. Also links in …
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| 50878 |
mssql-mcp
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Read-only MCP server for Microsoft SQL Server that retrieves connection details…
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| 50879 |
bybit-mcp-server
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Enables AI assistants to interact with the Bybit cryptocurrency exchange via th…
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| 50880 |
valorant-mcp
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MCP server for Valorant esports that enables querying match schedules, live res…
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| 50881 |
mcp-stat-lv
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MCP server that enables querying Latvian official statistics from data.stat.gov…
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| 50882 |
undo
Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
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| 50883 |
lucide-mcp
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Enables searching Lucide icons by keyword tags, returning best-matching icon na…
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| 50884 |
TextWeb
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Renders web pages as structured text grids for AI agents to browse and interact…
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| 50885 |
telegram-mcp
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Enables users to read, search, and manage Telegram messages in channels, groups…
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| 50886 |
local-document-rag-agent
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MCP server enabling Claude Desktop to answer questions from local Word and PDF …
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| 50887 |
saft-mcp
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An MCP server that enables AI assistants to parse, validate, and analyze Portug…
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| 50888 |
FreeCAD MCP
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An MCP server that enables automation of FreeCAD model creation, macro executio…
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| 50889 |
envato-mcp
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MCP server for Envato API that enables searching the marketplace catalog, viewi…
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| 50890 |
youtube-mcp
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Enables AI tools to access YouTube content, including transcript extraction, vi…
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| 50891 |
Auxen
Claim
Provision private AI model endpoints on dedicated GPUs (Llama, Qwen, Mistral). …
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| 50892 |
WHOOP MCP Server
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Enables querying WHOOP biometric data (recovery, strain, sleep, workouts, heart…
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| 50893 |
sentineltm
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| 50894 |
Webflow MCP Server
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Enables AI agents to interact with Webflow APIs for managing sites, pages, comp…
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| 50895 |
Facebook MCP Server
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Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
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| 50896 |
db-map
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| 50897 |
semantic-kinematics-mcp
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Embedding space analysis toolkit that measures semantic drift, traces trajector…
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| 50898 |
sysinternals-mcp
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FastMCP wrapper for Sysinternals CLI tools, enabling system diagnostics like pr…
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| 50899 |
MCP-RAGAnything
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Multi-modal RAG service exposing a REST API and MCP server for document indexin…
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| 50900 |
Enables agents to assess counterparty risk, token danger, and wallet creditwort…
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