MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52751 |
mermaid-mcp
Claim
A basic MCP server example with a hello tool, info resource, and assistant prom…
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| 52752 |
agentdocs-mcp
Claim
Enables MCP clients to read, search, create, update, and share collaborative do…
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| 52753 |
conclave
Claim
An MCP server that enables an AI orchestrator to convene a council of other AIs…
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| 52754 |
mem-graph
Claim
Graph-relational memory MCP server for persistent LLM memory, featuring wikilin…
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| 52755 |
AIAgentwithPineScript
Claim
tv-pinescript-backtest-mcp exposes a remote MCP endpoint so agents can:
run st…
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| 52756 |
mercury-mcp
Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
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| 52757 |
Bright Data MCP Server
Claim
Enables AI agents to browse and extract data from any public website via Bright…
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| 52758 |
Twitter Marketing MCP
Claim
Enables Twitter/X marketing automation, including tweet search, account analysi…
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| 52759 |
metatrader-mcp-server
Claim
Enables natural language management of MetaTrader 5 accounts, including checkin…
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| 52760 |
pubmed-search
Claim
Search PubMed and summarize biomedical literature, designed for AI health agent…
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| 52761 |
LangChain MCP Demo
Claim
Enables grounding AI responses in a local document corpus by exposing MCP tools…
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| 52762 |
An MCP server that provides browser compatibility data and web API support info…
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| 52763 |
prompt-time
Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
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| 52764 |
CodeBrain
Claim
Provides semantic code search and index status for codebases using RAG, enablin…
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| 52765 |
pycentauri MCP server
Claim
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
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| 52766 |
everos-mcp
Claim
Connects Claude Code to a local EverOS instance for searching and storing long-…
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| 52767 |
cPanel MCP Server
Claim
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
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| 52768 |
AI Act Companion
Claim
An MCP server that provides tools for deterministic EU AI Act risk classificati…
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| 52769 |
Provides an MCP tool to search the FreeCodeCamp news RSS feed by keyword, retur…
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| 52770 |
octo-mcp
Claim
Controls Octo Browser antidetect profiles and automates browser tasks through n…
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| 52771 |
Integrates GitHub Copilot CLI with MCP clients to offer various coding assistan…
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| 52772 |
Ahrefs MCP Server
Claim
Enables SEO analysis via Ahrefs API v3, providing tools for domain rating, back…
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| 52773 |
mcp_weather
Claim
Provides real-time weather temperature queries for any city with an interactive…
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| 52774 |
OT-AIops
Claim
Provides AI agents with safe, governed read access to industrial control system…
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| 52775 |
sipap-data-mcp
Claim
Provides read-only access to sports data, odds intelligence, and historical sta…
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| 52776 |
zep-mcp
Claim
MCP server for the Zep Cloud API — a context engineering platform for AI agent …
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| 52777 |
buffer-mcp
Claim
Enables managing Buffer social media posts via Claude, including creating, sche…
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| 52778 |
Launchpad MCP Server
Claim
Read-only MCP server that exposes Launchpad bug-tracking data for a single proj…
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| 52779 |
Linear MCP Server
Claim
A Deno implementation that enables AI models to interact with Linear issue trac…
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| 52780 |
flow-mcp
Claim
A minimal MCP server that provides business control primitives (finish, pause, …
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| 52781 |
shepp-lambda-mcp
Claim
A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …
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| 52782 |
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
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| 52783 |
files-vector-mcp-server
Claim
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
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| 52784 |
Find and research people across LinkedIn, Instagram, and the open web. Search w…
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| 52785 |
mcp-coinpaprika
Claim
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
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| 52786 |
mcp-server-bfl
Claim
An MCP server that enables AI assistants to generate images using Black Forest …
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| 52787 |
bharatlas-mcp
Claim
Description: Query India's open geo data in natural language. 8 tools: list lay…
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| 52788 |
MCP Async Bridge Server
Claim
Adds async processing to any MCP server, with timeout, task management, and sub…
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| 52789 |
FirstTouch
Claim
Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-nati…
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| 52790 |
sflight-mcp
Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
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| 52791 |
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
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| 52792 |
GraphRAG MCP Server
Claim
Enables building and querying knowledge graphs by ingesting documents into Neo4…
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| 52793 |
Meetings MCP Server
Claim
Provides read-only access to Google Drive meeting transcripts and Google Calend…
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| 52794 |
Klarova
Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
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| 52795 |
sendpage
Claim
Publish an HTML document as a link anyone can open in one tap, plus PDF, image …
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| 52796 |
Estate Atlas SD-MCP
Claim
MCP server for querying the San Diego Municipal Code, bulletins, permits, parce…
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| 52797 |
Dev Notes MCP Server
Claim
Enables Claude Code to save, list, and read markdown notes directly from conver…
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| 52798 |
delta-mcp-prototype
Claim
MCP server that wraps the UMT media monitoring API, enabling search and retriev…
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| 52799 |
airflow-unfactor
Claim
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
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| 52800 |
Wireshark MCP Server
Claim
A comprehensive MCP server that provides AI assistants with professional-grade …
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