MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52651 |
mcp-kp
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| 52652 |
weixin-mcp
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Enables AI assistants to send and receive WeChat messages through the official …
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| 52653 |
Enigma MCP Server
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Offers MCP tools for managing a local AI memory vault, including remembering, s…
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| 52654 |
cura-mcp
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Enables AI agents to slice 3D models (STL files) headlessly using UltiMaker Cur…
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| 52655 |
AWS S3 MCP Server
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Enables browsing S3 buckets and objects, and generating secure presigned URLs f…
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| 52656 |
blacksmith-usage-mcp
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A local MCP server that exposes Blacksmith.sh's usage and cost data, enabling q…
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| 52657 |
Enables AI models to write, format, compile, lint, and structure modern Fortran…
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| 52658 |
Multi-MySQL MCP Server
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Enables AI coding assistants to query and manage multiple MySQL and MariaDB dat…
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| 52659 |
gnomon
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Manages a vault of articles and talk pages using an article/talk split pattern,…
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| 52660 |
Scorched
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An MCP server that lets you talk to your AI trading assistant in plain English …
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| 52661 |
SecureAudit-MCP
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Model Context Protocol (MCP) server for static C/C++ memory-safety scanning and…
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| 52662 |
Volatility MCP Server
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Enables automated memory forensics analysis using Volatility 3, supporting Wind…
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| 52663 |
Demo MCP Server
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Minimal FastMCP Python server demonstrating basic MCP functionality with a cows…
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| 52664 |
substack-publisher-mcp
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MCP server for Substack's official Publisher API that enables querying post ana…
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| 52665 |
dagu
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Local-first workflow engine with a Web UI for small teams. Define DAGs in a dec…
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| 52666 |
ARCO MCP
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Server for redacting, validating, and auditing ARCO rights requests under Mexic…
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| 52667 |
Italy Transfers
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Real-time train, bus, ferry and private transfer prices between 40+ Italian cit…
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| 52668 |
@prosodyai/mcp-docs
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Exposes ProsodyAI documentation, SDK references, REST API reference (OpenAPI), …
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| 52669 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 52670 |
CodeRifts API Governance
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An MCP server providing risk-aware API governance tools for AI agents. Agents c…
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| 52671 |
AEM DEV MCP Server
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Enables AI agents to manage Adobe Experience Manager instances, including OSGi …
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| 52672 |
TMS Development Wizard
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Enables rapid exploration and integration of Omelet's Routing Engine and iNavi'…
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| 52673 |
AI-driven portfolio dashboard and MCP server for the Casper blockchain, enablin…
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| 52674 |
Enables interaction with employee management systems through a standardized MCP…
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| 52675 |
OpenClaude MCP Server
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A high-performance control plane for Ollama-based local LLM sessions with backg…
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| 52676 |
agentops_mcp_server
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Enables an edit-verify-commit workflow inside Zed with a local MCP server and p…
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| 52677 |
nano-banana-mcp
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MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
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| 52678 |
infoset-mcp
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MCP server for Infoset CRM that enables AI assistants to manage tickets, contac…
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| 52679 |
Provides access to earthquake data from the Thai Meteorological Department (TMD…
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| 52680 |
Pinecone MCP Server
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Enables interaction with Pinecone vector databases for storing and searching em…
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| 52681 |
Obsidian Readonly MCP
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Read-only MCP server for querying a running Obsidian vault from agentic runtime…
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| 52682 |
code-search
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Enables semantic code search across indexed code folders using vector embedding…
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| 52683 |
codegraph
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Provides AI agents with a function-level dependency graph of the codebase throu…
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| 52684 |
uk-aml-mcp
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| 52685 |
genlayer-docs-mcp
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Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
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| 52686 |
IPMentor
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Provides verified IPv4 subnet calculations, IP analysis, and network diagram ge…
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| 52687 |
GrowthToolkit MCP Server
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Gives AI assistants the power to find verified emails, phone numbers, and rich …
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| 52688 |
Google MCP Server
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Integrates with Google Docs and Gmail to append content to documents and create…
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| 52689 |
hk-law-mcp-server
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MCP server providing access to Hong Kong law and security data, including Forei…
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| 52690 |
ContextForge MCP Server
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Enables AI agents to efficiently retrieve relevant code context via PageRank-op…
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| 52691 |
veragent-mcp
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Enables checking trust of MCP tools before installation, listing trusted tools,…
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| 52692 |
Scout MCP Server
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Provides coding agents with live web capabilities including web search, scrapin…
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| 52693 |
OctoTrip Rental Cars
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Free, no-login rental car search with real-time pricing.
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| 52694 |
Enables interaction with Adobe Commerce Catalog Services to retrieve product va…
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| 52695 |
eds-mcp-server
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Enables AI agents to access design system tokens and component contracts throug…
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| 52696 |
Cerevox MCP Server
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Model Context Protocol server for Cerevox AI that exposes document parsing (Lex…
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| 52697 |
zbmath-mcp
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MCP server to search and retrieve mathematical publications, author profiles, a…
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| 52698 |
aps-mcp-server-nodejs
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Provides access to Autodesk Platform Services API, enabling interaction with AC…
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| 52699 |
Playwright MCP
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Provides browser automation capabilities using Playwright, allowing LLMs to int…
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| 52700 |
plutio-mcp
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Enables Claude and other MCP clients to interact with Plutio's business platfor…
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