MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 7 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68701 |
salaxy-mcp
Claim
Exposes Finnish payroll (palkanlaskenta) API as MCP tools for calculating salar…
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| 68702 |
Codex Security Cloud MCP
Claim
MCP server for the Codex Security Cloud service, enabling agents to list, inspe…
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| 68703 |
hostwares-mcp
Claim
Enables deploying sites, managing databases, and troubleshooting deployments on…
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| 68704 |
Weaviate Docs MCP Server
Claim
Enables semantic search of Weaviate documentation using vector search, providin…
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| 68705 |
Java Inspector
Claim
Decompiles Maven dependencies into readable Java source directly inside your AI…
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| 68706 |
Enables AI assistants to securely search and retrieve information from a user's…
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| 68707 |
Conductor Relay MCP
Claim
Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold …
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| 68708 |
eurostat-mcp
Claim
A Model Context Protocol (MCP) server that provides tools to query Eurostat API…
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| 68709 |
mcp-brasil
Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
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| 68710 |
mcp
Claim
Personalised developer security learning pathways from SecDim's challenges and …
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| 68711 |
s-gw MCP server
Claim
A local stdio MCP server that enables coding agents to discover credential hand…
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| 68712 |
outfit-assistant
Claim
Your own closet in your AI: outfits from clothes you own, rendered on a model i…
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| 68713 |
Live FX + official central-bank rates, 110+ sources. Hosted, keyless, nothing t…
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| 68714 |
mcp
Claim
Search and vet SEC-registered financial advisors: profiles, disclosures, firm f…
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| 68715 |
Automatically selects comparable peer companies for unlisted valuation targets …
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| 68716 |
Android MCP Server
Claim
Enables AI agents to directly control Android devices via Termux, providing 120…
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| 68717 |
Smartsheet MCP Server
Claim
Enables AI agents to read and write Smartsheet data, with support for remote HT…
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| 68718 |
cut.skill
Claim
Enables AI agents to control video editing software (剪映/CapCut and Adobe Premie…
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| 68719 |
md2wechat-skill
Claim
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
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| 68720 |
deepseek-as-subagent
Claim
Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI. DeepSeek gets …
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| 68721 |
Hevy MCP (Remote)
Claim
Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.
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| 68722 |
Hyper MCP Terminal
Claim
一个基于 MCP 协议的 Electron 桌面终端应用,为 AI 助手提供安全的远程 shell 执行能力。
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| 68723 |
Introducing PQS: The Fastest Way to Get Better Output From Any AI Model. Score …
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| 68724 |
DataCheck
Claim
Multi-dimensional data quality validation and statistical anomaly detection for…
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| 68725 |
Enables semantic search over personal files using natural language, with option…
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| 68726 |
MCP Gateway
Claim
A Home Assistant custom integration that provides standalone MCP server endpoin…
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| 68727 |
mcp server for weather information query
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| 68728 |
obsidian-mcp-server
Claim
Connects Claude.ai to your local Obsidian vault for full CRUD access, search, a…
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| 68729 |
proof-layer
Claim
Signed, hash-chained provenance receipts for AI agent actions.
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| 68730 |
preflight
Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
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| 68731 |
roshan-alefba-mcp
Claim
A self-hostable MCP server that exposes Roshan AI's Alefba OCR service as tools…
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| 68732 |
Close API
Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
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| 68733 |
checkmarx
Claim
Official Checkmarx MCP Server
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| 68734 |
tavily-firecrawl-mcp
Claim
A Model Context Protocol server for web scraping and searching, with automatic …
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| 68735 |
doc77
Claim
A local document management agent with MCP tools for file operations, previewin…
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| 68736 |
elephantasm-mcp
Claim
MCP server for long-term agent memory, providing persistent memory, searchable …
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| 68737 |
global-entry-scanner
Claim
MCP server to scan for open Global Entry / NEXUS appointment slots and get noti…
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| 68738 |
memex
Claim
Production-grade persistent memory service for AI agents. Semantic search with …
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| 68739 |
Tools MCP Server
Claim
An MCP server that provides utility tools for markdown processing, including AD…
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| 68740 |
WebAnatomy
Claim
Help your AI improve landing pages, grounded in 3,500+ scored sections and 500 …
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| 68741 |
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
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| 68742 |
Pascal 3D Editor
Claim
Create, inspect, validate, and save editable 3D building scenes with Pascal's M…
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| 68743 |
agent-envelope-mcp
Claim
Neutral MCP server for AgentEnvelope authority: sovereign verify + vault verify…
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| 68744 |
weather-mcp
Claim
轻量天气MCP服务器,让Claude通过get_weather工具查询城市实时天气,无需API密钥。
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| 68745 |
json_to_toon_compressor
Claim
Converts oversized JSON arrays into a compact toon-style textual representation…
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| 68746 |
gitlab-mcp
Claim
Enables natural language interactions with GitLab via Claude Code, supporting M…
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| 68747 |
Time MCP Server
Claim
Provides the current time in ISO format with day of week for any IANA timezone,…
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| 68748 |
Query Table MCP Server
Claim
Enables querying financial data tables from Chinese financial websites (Tonghua…
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| 68749 |
MongoDB MCP
Claim
Feature-rich MCP server for MongoDB with multi-connection support, enabling use…
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| 68750 |
edumints-scorm-mcp
Claim
Builds SCORM 2004 compliant e-learning courses locally with automated packaging…
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