MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32151 |
Homey MCP Server
Claim
Enables Claude AI to control and manage Homey Pro smart home devices, flows, an…
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| 32152 |
FRED API MCP Server
Claim
Integrates the FRED (Federal Reserve Economic Data) API with MCP, enabling AI a…
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| 32153 |
Jenkins MCP Proxy
Claim
Enables AI agents and external systems to programmatically trigger and monitor …
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| 32154 |
claude-meta-mcp
Claim
Self-hosted Meta Ads (Facebook & Instagram) connector for Claude.
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| 32155 |
baltamatica.mcp
Claim
Enables AI agents to interact with the Baltamatica scientific computing kernel,…
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| 32156 |
Local File Search MCP
Claim
Provides tools for searching and reading local files, supporting metadata filte…
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| 32157 |
Enables trading and market data access for Toss Securities through natural lang…
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| 32158 |
openai-agents-mcp
Claim
MCP server that bridges OpenAI's Agents SDK with Claude Code, enabling web sear…
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| 32159 |
Solana Divers MCP Server
Claim
MCP server for searching an archive of Solana developer Telegram chats. Enables…
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| 32160 |
Replication Radar
Claim
An MCP server that makes the OpenAIRE Graph more useful for replication by iden…
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| 32161 |
MCP Code Crosscheck
Claim
Enables AI-assisted code review with bias mitigation strategies through cross-m…
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| 32162 |
web-pixel3
Claim
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| 32163 |
jupyter-editor-mcp
Claim
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
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| 32164 |
Vee3
Claim
Vee3 connects coding agents to a hosted catalog of live data and action tools t…
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| 32165 |
hello
Claim
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| 32166 |
klypix-mcp
Claim
Enables AI agents to read, write, search, and manage .klypix canvas files for p…
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| 32167 |
vsfclub8
Claim
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| 32168 |
whatsapp
Claim
MCP server for sending and reading WhatsApp messages through Claude, with human…
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| 32169 |
mcp-sparql
Claim
MCP server exposing SPARQL query functionalities for LLMs, enabling query execu…
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| 32170 |
Notion MCP Server
Claim
Provides full access to the Notion API, enabling search, creation, and manageme…
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| 32171 |
n8n MCP Agent
Claim
Autonomous AI agent for n8n workflow automation with credential factories, exec…
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| 32172 |
MaaMCP_CC
Claim
Enables Claude Code to directly control Android emulators or Windows windows fo…
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| 32173 |
eBay Seller MCP Server
Claim
A comprehensive MCP server providing AI assistants with 325 tools to manage eBa…
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| 32174 |
MMWRAG
Claim
Bilingual RAG for scientific literature with search-only MCP server. Enables hy…
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| 32175 |
Gruenerator MCP Server
Claim
A Model Context Protocol server that gives AI assistants direct access to Green…
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| 32176 |
Legacy MCP server for Google Search Console data, now superseded by the unified…
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| 32177 |
Civis MCP Server
Claim
Enables interaction with the Civis Platform for data exploration, querying, and…
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| 32178 |
MCP Hub
Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
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| 32179 |
Cloudflare MCP
Claim
Portal-safe Cloudflare MCP server that enables agents to make Cloudflare API re…
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| 32180 |
servidor-acordaos-ia
Claim
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| 32181 |
MCP server for OpenAI Vector Store API, managing vector stores, files, file bat…
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| 32182 |
flux7-memory
Claim
Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with …
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| 32183 |
mongodb-mcp
Claim
MCP server for comprehensive MongoDB integration, enabling database operations,…
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| 32184 |
lawink-mcp
Claim
Enables querying Korean legal knowledge graph with 160K precedents and 130K sta…
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| 32185 |
image-reader-mcp
Claim
Enables listing image files in a directory and reading their content as base64 …
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| 32186 |
Exposes structured code generation tools via MCP protocol, enabling users to ge…
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| 32187 |
mcp-hko
Claim
Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …
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| 32188 |
SSH MCP Server
Claim
Enables AI assistants to execute SSH commands and perform token-efficient file …
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| 32189 |
Magic UI MCP Server
Claim
A foundation for building interactive applications using the Model Context Prot…
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| 32190 |
jira-minimal-mcp
Claim
Minimal MCP server for Jira with configurable tools to reduce token usage, star…
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| 32191 |
llm-router-mcp
Claim
Enables Claude Code as a team leader to delegate tasks to GPT and Gemini expert…
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| 32192 |
Regen Compute
Claim
Enables AI coding assistants to estimate session energy footprint and retire ve…
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| 32193 |
audio-transcription-mcp
Claim
MCP server for audio transcription with speaker diarization. Transcribes MP3/WA…
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| 32194 |
Enables Claude to read, rewrite, generate, and summarize LibreOffice Writer doc…
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| 32195 |
playwright-mcp
Claim
Provides browser automation capabilities for AI assistants, enabling web naviga…
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| 32196 |
RemoteXG MCP Server
Claim
Enables LLMs to perform distributed XGBoost training via the Model Context Prot…
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| 32197 |
twitter-read
Claim
An MCP server for reading Twitter/X engagement data and metrics, enabling AI ag…
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| 32198 |
md_converter_mcp
Claim
Converts Markdown files to print-ready PDF and Word DOCX with professional styl…
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| 32199 |
keynote-mcp
Claim
Local macOS MCP server that reads, edits, and exports Apple Keynote presentatio…
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| 32200 |
katzilla
Claim
Unified data API for AI agents — 300+ free, public, and government data sources…
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