MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 3 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59201 |
Demo Server
Claim
A simple MCP server that exposes a calculator tool (addition) and a dynamic gre…
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| 59202 |
mcp-notify
Claim
A minimal MCP server for sending Slack messages, supporting both bot and user t…
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| 59203 |
Provides a standardized interface for interacting with Retell's tools and servi…
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| 59204 |
Search the Federal Register for rules, proposed rules, and notices affecting en…
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| 59205 |
Cyphrex
Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
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| 59206 |
命盘 Mingpan
Claim
Provides traditional Chinese astrology (Bazi, Ziwei) and divination (Liuyao, Me…
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| 59207 |
BestReads MCP Server
Claim
Enables personalized book recommendations by managing reading profiles and pref…
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| 59208 |
fyipedia-mcp
Claim
Unified MCP server providing AI assistants with 53 tools from 10 developer tool…
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| 59209 |
MCP SQL Server
Claim
MCP server for SQL Server database inspection and querying, with connection poo…
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| 59210 |
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
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| 59211 |
Conventions MCP
Claim
Memory for coding conventions and standing instructions that persists across se…
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| 59212 |
Binance TH MCP Server
Claim
Provides 27 tools for interacting with the Binance Thailand (Gulf Binance) API,…
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| 59213 |
DeepSeek MCP Server
Claim
Provides AI tools for chat, code review, idea evaluation, explanation, summariz…
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| 59214 |
Knowledge Server
Claim
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
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| 59215 |
Enables natural language search over Bluetooth specification PDFs with hybrid s…
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| 59216 |
ServiceNow Dev MCP
Claim
AI-powered ServiceNow developer toolkit for Claude Code with 116 tools covering…
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| 59217 |
#docs
Claim
A documentation MCP server, such that you can ask a question like:
- "How do I…
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| 59218 |
Provides AI assistants with access to the SoftwareOne Marketplace API, enabling…
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| 59219 |
GoModel
Claim
Self-hosted gateway aggregating upstream MCP servers behind one authenticated H…
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| 59220 |
mcp-reposkein
Claim
Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first…
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| 59221 |
SendFast
Claim
Agent-native marketing email: draft, edit, screenshot, and send from your verif…
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| 59222 |
Mobile MCP Server
Claim
A mobile automation MCP server providing 39 tools for Android and iOS device co…
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| 59223 |
Basecamp MCP Server
Claim
A professional MCP server providing complete programmatic access to Basecamp 4 …
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| 59224 |
Recall MCP Server
Claim
Enables interaction with Recall services for blockchain storage operations, inc…
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| 59225 |
Arxiv
Claim
arXiv MCP — preprint server search (free, no auth)
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| 59226 |
mcp-sanity-check
Claim
Scans repositories for owner identifiers and secrets, blocking pushes or CI mer…
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| 59227 |
hypothesis-mcp
Claim
MCP server for the Hypothesis annotation service, enabling Claude to search, cr…
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| 59228 |
DB Assistant MCP Server
Claim
Enables natural language performance analysis and optimization of AWS Aurora My…
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| 59229 |
Materio MCP Server
Claim
Enables AI assistants to search and read Materio's educational PDF resources di…
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| 59230 |
agent-email
Claim
A headless, disposable email inbox that an AI agent drives over MCP, enabling t…
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| 59231 |
mcp-guap
Claim
MCP server for ГУАП's student portal enabling AI agents to manage tasks, materi…
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| 59232 |
claude-cron
Claim
MCP server that allows AI coding assistants to schedule deferred tasks such as …
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| 59233 |
z/OS FTP MCP Server
Claim
Enables interaction with z/OS mainframe systems via FTP, including dataset list…
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| 59234 |
mcp-beancount
Claim
A read-only MCP server that gives AI agents structured access to a Beancount pe…
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| 59235 |
Find verified appliance repair, HVAC, and plumbing technicians by location and …
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| 59236 |
DDG MCP2
Claim
A basic MCP server template built with FastMCP framework that provides example …
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| 59237 |
CI MCP Server
Claim
Enables AI assistants to manage SAP Cloud Integration (CPI) landscapes through …
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| 59238 |
Geniuz
Claim
Geniuz stores everything in a local database locally on Mac, Windows, Linux, Ra…
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| 59239 |
@arkty/redash-mcp
Claim
Enables executing SQL queries, exploring database schemas, and exporting result…
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| 59240 |
Enables email management via IMAP/SMTP, supporting list emails, read emails, se…
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| 59241 |
Enables AI assistants to manage Google Calendar events, check availability, and…
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| 59242 |
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
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| 59243 |
ardupilot-mcp
Claim
Enables natural language analysis of ArduPilot flight logs (.bin files) via AI …
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| 59244 |
CodeBrain
Claim
Provides semantic code search and index status for codebases using RAG, enablin…
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| 59245 |
mcp-open-corporates
Claim
OpenCorporates MCP provides free, no-auth access to global company registry dat…
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| 59246 |
screentime-mcp-server
Claim
Enables querying macOS Screen Time data to retrieve app usage, hourly breakdown…
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| 59247 |
sportiq-mcp
Claim
MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, …
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| 59248 |
Enables AI assistants to generate UI components and web interfaces from natural…
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| 59249 |
afpnews-mcp-server
Claim
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
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| 59250 |
scottylabs-mcp
Claim
Enables searching and retrieving course details, schedules, prerequisites, and …
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