MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46551 |
visualizer-mcp
Claim
Connects AI assistants to Siemens Questa Visualizer, enabling natural language …
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| 46552 |
KiCad MCP Server
Claim
A Model Context Protocol (MCP) server that exposes KiCad PCB design automation …
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| 46553 |
atlassian-browser-mcp
Claim
MCP server that enables accessing Jira and Confluence using browser cookies cap…
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| 46554 |
Atlas Research
Claim
Read-only MCP over an agentic SLR workspace with per-claim citation verification
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| 46555 |
Fandango MCP
Claim
Unofficial, read-only MCP server for Fandango showtimes and seat availability, …
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| 46556 |
LACRM MCP Server
Claim
A comprehensive MCP server for Less Annoying CRM providing 87 tools for contact…
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| 46557 |
Norma by Quality Clouds
Claim
Deterministic AI code review, with an audit record. Governance inside the agent…
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| 46558 |
superego-mcp
Claim
Superego MCP is an intelligent tool-call review system for AI agents that provi…
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| 46559 |
godot-test-mcp
Claim
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
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| 46560 |
mcp-saas-toolkit
Claim
A production-ready MCP server with 24 tools for Stripe, Twilio, Resend, GitHub,…
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| 46561 |
chrometools-mcp
Claim
Enables AI-powered Chrome automation through natural language, providing 56+ sp…
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| 46562 |
shelby-mcp
Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
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| 46563 |
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
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| 46564 |
Queue AIops
Claim
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 t…
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| 46565 |
mcp-arcgis-austin
Claim
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
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| 46566 |
A production-quality MCP server for querying Cisco security advisories via the …
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| 46567 |
persistent-kb-mcp
Claim
A local-first MCP server providing persistent, searchable knowledge base via SQ…
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| 46568 |
mastyf-ai
Claim
Perimeter security for your AI Infrastructure.
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| 46569 |
wechat-cli
Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
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| 46570 |
yandex-direct-mcp
Claim
A hardened MCP server for managing Yandex.Direct advertising campaigns with rea…
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| 46571 |
MCP Registry Search
Claim
Enables semantic and full-text search over the official Model Context Protocol …
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| 46572 |
getskills
Claim
Search and install 3,000+ AI skills from getskillsai.org into Claude Code, Curs…
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| 46573 |
sakenowa-mcp-vercel
Claim
Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via…
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| 46574 |
Enables bidirectional lookup of Mi'kmaq and English words with definitions and …
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| 46575 |
ZStack MCP Server
Claim
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
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| 46576 |
Triplus MCP Server
Claim
Comprehensive MCP server for travel information, offering real-time exchange ra…
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| 46577 |
MCP-MEmu
Claim
AI-powered Android emulator control via Model Context Protocol, enabling agents…
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| 46578 |
Siril MCP Server
Claim
An MCP server that integrates with Siril astronomical image processing software…
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| 46579 |
mcp-probe
Claim
Inspect and score any MCP server 0-100 on publishability, schema and protocol b…
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| 46580 |
AgentAudit
Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
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| 46581 |
LinkedIn MCP Server
Claim
Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
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| 46582 |
xianyu-buyer-mcp
Claim
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
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| 46583 |
subway-mcp
Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
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| 46584 |
ProjectContext
Claim
A high-performance MCP server providing long-term memory storage with semantic …
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| 46585 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 46586 |
Eleven US filing streams in one schema: SEC, FDA, NIH, contracts, Congress. Sou…
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| 46587 |
DeepAnalyze MCP Server
Claim
Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities thr…
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| 46588 |
AndroidAPI net MCP
Claim
AndroidAPI.net MCP Connector lets Claude send SMS, WhatsApp messages, and OTPs …
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| 46589 |
Snowflake MCP Server
Claim
Provides secure, read-only access to Snowflake data warehouses, enabling AI ass…
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| 46590 |
UniFi MCP
Claim
Enables management of a local UniFi controller, including devices, clients, net…
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| 46591 |
cert-study
Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
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| 46592 |
node-mcp-poc
Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
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| 46593 |
A Model Context Protocol server that provides Commitizen functionality, enablin…
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| 46594 |
es-mcp
Claim
Enables querying Elasticsearch logs from AI assistants using natural language, …
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| 46595 |
pg-python-mcp
Claim
A PostgreSQL MCP server with AST-based security for safe database operations. E…
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| 46596 |
fallmind-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 46597 |
tor-browser-mcp
Claim
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
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| 46598 |
OpenFDA FastMCP Server
Claim
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
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| 46599 |
ultrastealth
Claim
Enables Claude to perform stealth browser automation with anti-detection, inclu…
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| 46600 |
Enables Claude Desktop to search and retrieve jurisprudence from the Tribunal d…
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