MCP Server Quality Scores
Independent quality analysis of 66475 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
Newly Added
Free Official Data Samples, Provenance, Aggregations & Insights Atlas Red mind maps Untangle AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records PumpX| # | Server | Score ↓ | ||||||||
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| 60801 |
Google Sheets MCP Server
Claim
Enables AI coding agents to read, write, and query Google Sheets as a database …
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| 60802 |
Agent Knowledge MCP
Claim
Complete knowledge management for AI assistants with Elasticsearch search and d…
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| 60803 |
Connects an LLM to your fleet of clusters via ACM or Multicluster Global Hub, e…
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| 60804 |
mcp-apple-calendar
Claim
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
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| 60805 |
mcp-server-sharepoint
Claim
MCP server that enables AI agents to read, edit, and manage SharePoint document…
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| 60806 |
mcp-openapi
Claim
Enables AI agents to discover, search, and call any REST API described by an Op…
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| 60807 |
FGCLIP-MCP
Claim
MCP server for FG-CLIP embedding services enabling multi-modal similarity compu…
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| 60808 |
ccg-mcp
Claim
Enables Claude Code Desktop to call OpenAI Codex/GPT-5 and Gemini APIs via stdi…
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| 60809 |
Suwappu
Claim
High-performance cross-chain liquidity bot. Trade 100+ tokens across 7+ chains …
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| 60810 |
sideshell
Claim
AI sidecar terminal — let Claude/Cursor run commands in a visible, persistent t…
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| 60811 |
claude-cli-mcp
Claim
Wraps Anthropic Claude Code CLI as tools, allowing MCP clients to invoke headle…
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| 60812 |
CyberEdu MCP Server
Claim
Official MCP server for the CyberEdu CTF platform that automatically discovers …
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| 60813 |
@secr/mcp
Claim
Provides AI coding agents with direct access to secrets management (get, set, l…
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| 60814 |
upriver
Claim
Know what's gaining traction online: breakout topics in tech, sports & politics…
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| 60815 |
SegmentMCP
Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
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| 60816 |
wiki-mcp-hub
Claim
Enables lexical search over local Markdown wiki folders using SQLite FTS5, with…
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| 60817 |
Enables semantic search over Databricks docs, API reference, Terraform provider…
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| 60818 |
X64Dbg MCP Server
Claim
Enables AI-assisted reverse engineering and debugging through x64dbg integratio…
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| 60819 |
Modular RAG MCP Server
Claim
Enables querying private knowledge bases through a modular RAG pipeline with fe…
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| 60820 |
Cleared Index
Claim
Cleared Check before pay: lookup_merchant, cleared_check, route_gateway for x40…
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| 60821 |
Waze MCP Server
Claim
Provides Waze routing and travel-time tools to MCP clients, enabling travel tim…
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| 60822 |
Enables users to manage personal expenses through natural conversation with Cla…
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| 60823 |
whoop-mcp
Claim
Enables Claude to read your WHOOP health data including recovery, sleep, strain…
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| 60824 |
Institutional-grade quantitative stock analysis and research signals for AI age…
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| 60825 |
MCP server providing Playwright test generation wizard with intelligent prompts…
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| 60826 |
lcf-strain-life-mcp
Claim
Enables conversational low cycle fatigue analysis with standardized reduction, …
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| 60827 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 60828 |
Nahuali
Claim
Trust-aware agent memory with evidence-backed recall, self-inspection, and audi…
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| 60829 |
Paper Search
Claim
Important!
To install, open the MacOS terminal and enter the command: echo 'L2…
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| 60830 |
GSC SEO MCP
Claim
Professional Google Search Console MCP server providing 40+ SEO tools for perfo…
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| 60831 |
claudaborative-editing
Claim
Enables real-time AI editing assistance in the WordPress block editor, allowing…
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| 60832 |
satudata-ngawi
Claim
MCP server for accessing Indonesian local government data from Satu Data Ngawi.…
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| 60833 |
fabric-lakehouse-mcp
Claim
A Model Context Protocol server for Microsoft Fabric that enables AI agents to …
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| 60834 |
Ultrahuman MCP Server
Claim
Provides access to Ultrahuman health and fitness data through standardized MCP …
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| 60835 |
Provides real-time cryptocurrency trading signals and technical analysis via Bi…
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| 60836 |
gemini-image-mcp
Claim
Enables Claude Code to generate and edit images using Google's Gemini and Image…
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| 60837 |
Monitors electricity outage schedules in Ukraine's Dnipropetrovsk region, enabl…
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| 60838 |
This server enables AI to match Figma design nodes with React components from S…
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| 60839 |
Real, calibrated Dota 2, Deadlock & Marvel Rivals win predictions, tier lists &…
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| 60840 |
AskCyborg
Claim
Analyst-debate research on every public and private company. 8 tools: search, s…
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| 60841 |
MCP OAuth Sample
Claim
A production-ready MCP OAuth 2.1 server implementation with analytics and secur…
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| 60842 |
MCP server for analyzing successful trading bots on Polymarket, enabling discov…
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| 60843 |
Iterable MCP Server
Claim
Enables natural language interaction with Iterable marketing platform data, all…
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| 60844 |
memory
Claim
Shared, persistent memory for AI agents — works with Claude, Kiro, Cursor, or a…
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| 60845 |
PDF Reader
Claim
MCP server for extracting text, images, tables, links, annotations, and metadat…
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| 60846 |
novada-mcp
Claim
One MCP server. All web data. Search, scrape, crawl, proxy, and AI research — i…
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| 60847 |
Decay Memory
Claim
An MCP server that gives AI agents persistent, forgetting memory with layered d…
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| 60848 |
feishu-enhance-mcp
Claim
Enables real-time Feishu message monitoring, sending, file upload to cloud docu…
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| 60849 |
Enables AI assistants to access and query ARTPARK's public health datasets incl…
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| 60850 |
linkup-mcp
Claim
Provides web search and local document RAG using Ollama, enabling privacy-prese…
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