MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57601 |
shortcut-mcp
Claim
MCP server for interacting with Shortcut (project management) directly from Cla…
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| 57602 |
hk-election-mcp-server
Claim
Provides access to Hong Kong registered electors data from the Registration and…
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| 57603 |
JPYC Commerce MCP
Claim
Enables autonomous AI agents to conduct non-custodial commerce using JPYC stabl…
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| 57604 |
AI agent economy. Earn AIGEN tokens by completing tasks, building tools, creati…
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| 57605 |
bitbucket-mcp
Claim
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
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| 57606 |
cas-parser-node-mcp
Claim
Enables AI assistants to interact with the Cas Parser REST API for parsing CAS …
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| 57607 |
A neuro-symbolic agent that turns cryptic CP-SAT INFEASIBLE errors into plain-E…
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| 57608 |
Zernio
Claim
Social APIs for developers and AI agents. Schedule posts, track analytics, answ…
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| 57609 |
Design Style MCP Server
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Provides deterministic design style recommendations and structured tokens for A…
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| 57610 |
MCP server for Jira and Confluence integration with 32 tools for managing ticke…
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| 57611 |
A Python MCP server that provides unified access to satellite and geospatial da…
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| 57612 |
The Agentic SEO Engine
Claim
A headless, API-first MCP server that transforms unstructured creative portfoli…
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| 57613 |
MCP Factory
Claim
An extensible Model Context Protocol server framework with a plugin architectur…
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| 57614 |
MCP Platform Service
Claim
A minimal Model Context Protocol (MCP) service for integration with external pl…
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| 57615 |
mimo-mcp
Claim
Enables Claude Code and Codex to directly invoke Xiaomi MiMo's full-modal capab…
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| 57616 |
Figma Console MCP
Claim
Model Context Protocol server that bridges design and development, giving AI as…
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| 57617 |
entity-extraction-mcp
Claim
Enables entity extraction from conversations using Claude AI, with tools to rec…
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| 57618 |
hostman-mcp-server
Claim
Enables deploying applications to Hostman, creating VPCs, databases, and floati…
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| 57619 |
mcp-server-analyzer
Claim
An MCP server that performs comprehensive Python code analysis using Ruff, ty, …
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| 57620 |
apex-mcp-server
Claim
A read-only MCP server for the Apex Rides API, deployed as a Cloudflare Worker,…
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| 57621 |
mcp-brain
Claim
A Model Context Protocol server that gives Claude Code persistent, structured a…
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| 57622 |
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
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| 57623 |
esiomai
Claim
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| 57624 |
UCP Gateway
Claim
AI Shopping tools for product search, comparison, and safe checkout
Commerce G…
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| 57625 |
SK Wwise MCP
Claim
A modular suite of MCP servers for Audiokinetic Wwise, enabling AI agents to br…
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| 57626 |
vCluster YAML MCP Server
Claim
Enables AI assistants to query, validate, and create vCluster YAML configuratio…
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| 57627 |
claude-tmux
Claim
MCP server for orchestrating multiple Claude Code instances via tmux, enabling …
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| 57628 |
Paper Scout MCP Server
Claim
Enables reviewing and managing AI research paper candidates from arXiv, Semanti…
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| 57629 |
mcp-weather-server
Claim
Enables MCP clients like Kiro and Claude to access current weather conditions a…
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| 57630 |
RepCheck
Claim
Trust & reputation infrastructure for AI agents. Two tools: verify_agent return…
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| 57631 |
Web Fetch MCP Server
Claim
Provides tools to fetch web content in HTML, JSON, text, or Markdown formats vi…
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| 57632 |
Mem0 Memory MCP Server
Claim
Enables memory storage and retrieval using Mem0, allowing users to store contex…
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| 57633 |
Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployme…
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| 57634 |
teste
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| 57635 |
dameng-mcp-server
Claim
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
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| 57636 |
mcp-arcgis-roanoke
Claim
Provides tools to search and query open geospatial datasets from the City of Ro…
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| 57637 |
mcp-obsidian
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A filesystem-based MCP server for Obsidian vaults that enables LLMs to browse, …
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| 57638 |
junobuild-mcp-server
Claim
Manage satellites, hosting, serverless functions, changes and more through any …
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| 57639 |
a-stock-data-mcp
Claim
MCP server adapter that exposes A-share stock data tools, prompts, and resource…
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| 57640 |
gitlab-mcp
Claim
A FastMCP server for GitLab 16.x that enables project, MR, pipeline, and commit…
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| 57641 |
Jina MCP Server
Claim
Provides web content extraction, search, embedding, and reranking tools via Jin…
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| 57642 |
Connects AI assistants like Cursor or Claude Desktop to WordPress sites via the…
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| 57643 |
Enables querying Google Analytics 4 data using natural language through MCP cli…
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| 57644 |
MEK MCP
Claim
MCP server to access the Hungarian Electronic Library (MEK) search engines, ena…
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| 57645 |
kintone MCP Server
Claim
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
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| 57646 |
SerpApi MCP Server
Claim
Enables searching across multiple search engines (Google, Bing, YouTube, DuckDu…
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| 57647 |
Stockflow MCP
Claim
Enables AI assistants to search and embed watermarked previews of 18,000+ royal…
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| 57648 |
trello-mcp
Claim
Enables AI assistants to manage Trello boards, lists, cards, comments, checklis…
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| 57649 |
Amplitude MCP Server
Claim
Enables AI assistants to integrate Amplitude analytics for tracking events, pag…
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| 57650 |
A production-ready MCP server for UberEats automation, featuring Redis-backed s…
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