MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 1 hour, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64151 |
plagiarism-checker-ai-mcp MCP server by MEOK AI Labs
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| 64152 |
Städel Museum MCP Server
Claim
This server enables AI models to access the Städel Museum's digital collection …
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| 64153 |
A basic example of developing and running serverless MCP using Netlify Function…
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| 64154 |
hatchable
Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
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| 64155 |
An AI-powered EV Digital Twin platform for battery health monitoring, predictiv…
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| 64156 |
reddirect
Claim
Reddit MCP Server — No API Keys Required. Browse, post, comment, vote, and mana…
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| 64157 |
road-poneglyph
Claim
Reviews a plan for what's missing — unstated assumptions, omitted technical ris…
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| 64158 |
hacker-news-mcp
Claim
Provides Hacker News tools with founder-research features for analyzing Show HN…
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| 64159 |
clipboard-mcp
Claim
A simple MCP server that allows AI assistants to read from and write to the sys…
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| 64160 |
MemHeaven
Claim
Self-hosted remote MCP memory server for ChatGPT and AI agents.
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| 64161 |
mcp-weather-server
Claim
Enables MCP clients like Kiro and Claude to access current weather conditions a…
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| 64162 |
mcp-bridge
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YAML-configured MCP server that exposes host commands as tools via HTTP, enabli…
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| 64163 |
mcp-xray
Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
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| 64164 |
calculator-mcp-test
Claim
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| 64165 |
Notion Uploader MCP
Claim
Enables uploading images and files to Notion pages from Cursor chat, supporting…
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| 64166 |
switchyard
Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
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| 64167 |
Blender MCP Server
Claim
Enables AI-powered 3D content creation in Blender through natural language, inc…
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| 64168 |
NCBI Datasets MCP Server
Claim
Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxon…
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| 64169 |
jpzip MCP server
Claim
Enables to look up Japanese postal codes, convert zipcodes to addresses, search…
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| 64170 |
LLM Pulse
Claim
AI visibility analytics for brand mentions, citations, sentiment, and GEO repor…
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| 64171 |
rocketmoney-mcp
Claim
Read-only MCP server for Rocket Money that lets you browse your accounts, trans…
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| 64172 |
antics-mcp
Claim
Deploy a web game to a playable multiplayer URL with rooms, state sync, and lea…
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| 64173 |
Kimiko, the private AI notepad: local MCP for your meetings, notes and tasks. O…
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| 64174 |
Jitsu
Claim
Manage Jitsu data pipelines: destinations, streams, connections, functions, liv…
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| 64175 |
niahub-mcp
Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
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| 64176 |
Botoi MCP
Claim
49 developer utility tools for AI assistants. DNS lookup, WHOIS, IP geolocation…
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| 64177 |
Bitbucket Server MCP
Claim
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
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| 64178 |
Context Engine
Claim
基于 tree-sitter 的代码索引与查询引擎,支持多语言符号查找、调用图分析和全文搜索,通过 MCP stdio 协议集成到 Claude Code 中。
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| 64179 |
mt-eli-mcp
Claim
Provides access to Maltese legislation via ELI coordinates, fetching metadata a…
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| 64180 |
JobHound
Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
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| 64181 |
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
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| 64182 |
Enables querying a PostgreSQL database using natural language by retrieving con…
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| 64183 |
naver-search-mcp
Claim
설명
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| 64184 |
JinaAI MCP Server
Claim
Enables LLMs to read and extract clean, markdown-formatted content from any web…
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| 64185 |
beliq-mcp
Claim
Validates electronic invoices (XRechnung, ZUGFeRD, Factur-X, Peppol BIS, etc.) …
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| 64186 |
Kubeflow MCP Server
Claim
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
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| 64187 |
Secretless database and cloud access via Akeyless RTA. Credentials never enter …
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| 64188 |
Personal Context Manager
Claim
Provides persistent personal context storage across AI conversations, allowing …
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| 64189 |
Postal address validation API for AI agents. Parse and validate addresses world…
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| 64190 |
rubyui-mcp
Claim
Provides AI assistants with access to RubyUI component library documentation, i…
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| 64191 |
PSYCHO-Py800MCP
Claim
MCP bridge integrating oscilloscopes, logic analyzers, and cameras for AI-drive…
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| 64192 |
Midnight MCP
Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
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| 64193 |
substack-mcp
Claim
An MCP server that gives Copilot access to Substack posts from your authenticat…
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| 64194 |
google-drive-mcp-server
Claim
Google Drive + Workspace MCP — 98 tools for Docs, Sheets, Slides, Shared Drives…
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| 64195 |
Lelly MCP Server
Claim
Connects Lelly.chat workspace with AI agents, offering tools for tasks, reminde…
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| 64196 |
DevOps MCP Server
Claim
Enables searching and managing Docker images and tags, as well as querying GitL…
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| 64197 |
schoox-mcp-server
Claim
Enables querying Schoox LMS data (users, courses, enrollments, etc.) via natura…
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| 64198 |
OpenAIRE MCP Server
Claim
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
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| 64199 |
MCP server for Microsoft To Do that enables managing task lists, tasks, and che…
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| 64200 |
Mealie MCP
Claim
Exposes a self-hosted Mealie instance to MCP clients, enabling management of re…
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