MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58001 |
mcp-slurm
Claim
Enables AI assistants to manage SLURM HPC clusters via SSH. Supports job submis…
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| 58002 | — | |||||||||
| 58003 |
PaladinFi Swap
Claim
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
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| 58004 |
mcp-test-2
Claim
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| 58005 |
search-movie
Claim
搜索电影和电视剧资源,快速找到最匹配的观看链接。验证链接可播放性,确保点开就能看。批量校验多个候选,节省筛选时间。
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| 58006 |
@arcwall/mcp-server
Claim
Security scanning for AI coding tools (Claude Code, Cursor, Windsurf) including…
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| 58007 |
mcp-geo-server
Claim
Enables natural language interaction with a GeoServer instance for managing wor…
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| 58008 |
Confluence MCP Server
Claim
A Model Context Protocol (MCP) server that provides Confluence search functiona…
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| 58009 |
currency-converter-ai-mcp MCP server by MEOK AI Labs
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| 58010 |
Web Reader
Claim
Enables Claude and other LLMs to read and parse web content, with smart fallbac…
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| 58011 |
silentwatch-mcp
Claim
An MCP server that surfaces scheduled-job state and detects silent failures (ex…
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| 58012 |
agent-drugs
Claim
Digital drugs that modify AI behavior through prompt injection, enabling agents…
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| 58013 |
mcp-server-251215
Claim
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| 58014 |
ProfitPilot MCP Server
Claim
A multi-agent business intelligence server for E-commerce that leverages the QU…
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| 58015 |
supership-scan
Claim
Buy any x402 API or data on Base, Solana, Polygon. No wallet on the seller's ch…
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| 58016 |
memory-decay
Claim
An MCP server that implements memory with decay mechanics, allowing AI agents t…
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| 58017 |
mcp-vision
Claim
Enables image recognition and description using Kimi K2.5 (Infini-AI) via the r…
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| 58018 |
mcp-fileencoding
Claim
Enables AI assistants to read and write non-UTF-8 files (e.g., GBK, GB18030) on…
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| 58019 |
Puppeteer+ MarTech
Claim
Extends Puppeteer to enable digital marketing and SEO analysis, including detec…
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| 58020 |
mcp-email
Claim
MCP server that enables email management (send, read, search, delete, etc.) via…
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| 58021 |
Poke Voice MCP Server
Claim
Enables Poke to trigger outbound AI phone calls through Vapi telephony, using a…
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| 58022 |
Wikicious MCP Server
Claim
Connects MCP-compatible AI assistants to the Wikicious V6 protocol on Arbitrum …
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| 58023 |
okx-mcp-playground
Claim
Provides Claude with access to blockchain data and market prices via the OKX AP…
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| 58024 |
Browse Power BI workspaces, run DAX queries, and page through large results.
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| 58025 |
buildpulse-mcp
Claim
BuildPulse CI test analytics for AI agents — flaky tests, coverage, and CI run …
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| 58026 |
An MCP server that lets you log and query your own spending through natural con…
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| 58027 |
MySQL MCP Server
Claim
Enables AI assistants to directly query MySQL databases, list tables, and view …
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| 58028 |
Astral MCP
Claim
Precision-audited astrology MCP for natal charts, transits, synastry and moon p…
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| 58029 |
Local hub your coding agents sign into: rooms, tasks, decisions, artifacts, mem…
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| 58030 |
Comprehensive forensic analysis MCP server enabling AI agents to analyze files,…
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| 58031 |
Enables AI agents to deploy Power BI reports to Microsoft Fabric by automating …
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| 58032 |
An MCP-native enterprise operations platform that unifies team management, prod…
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| 58033 |
mcp-litmedia
Claim
Exposes litmedia.ai text-to-image and image-to-video generation tools via MCP, …
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| 58034 |
Kali Linux MCP Server
Claim
Provides Claude Desktop with access to Kali Linux penetration testing tools via…
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| 58035 |
iototsample
Claim
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| 58036 |
backend2mcp
Claim
Automatically converts Python web backends (FastAPI, Flask, Django) into MCP se…
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| 58037 |
chart-context
Claim
Read-only MCP server: AI agents read your live MyLinedChart desktop chart conte…
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| 58038 |
Block Lottos
Claim
Safe Block Lottos MCP for Base tickets and Base or Polygon jackpot reads.
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| 58039 |
mcp-Docuplete
Claim
Docuplete automates document completion for businesses — PDF templates, client …
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| 58040 |
mcp-app
Claim
Framework for building and running MCP servers as HTTP services. Define tools a…
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| 58041 |
Monarch Money MCP Server
Claim
An MCP server that integrates with Monarch Money to provide financial data acce…
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| 58042 |
Chrome MCP Server
Claim
Turn your Chrome browser into your intelligent assistant - Let AI take control …
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| 58043 |
Archivist AI
Claim
Official remote MCP server for Archivist AI TTRPG campaign memory: characters, …
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| 58044 |
Massdriver
Claim
Manage the Massdriver infrastructure platform: projects, environments, deployme…
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| 58045 |
arcadia-mcp
Claim
Connects to 7,000+ utilities to surface bill data, interval meter readings, and…
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| 58046 |
An MCP server that provides AI assistants with searchable access to Cardano eco…
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| 58047 |
MCP server for golang projects development: Expand AI Code Agent ability bounda…
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| 58048 |
Opera DevTools MCP
Claim
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
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| 58049 |
EWS Meeting MCP
Claim
Safely schedule Outlook meetings on on-prem Exchange EWS with preview-confirmed…
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| 58050 |
mcp-graphql-tools
Claim
Enables AI assistants to execute GraphQL queries and retrieve schema informatio…
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