MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 2 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67551 |
mcp-streamable-http
Claim
A step-by-step guide and complete working example for building and running an M…
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| 67552 |
audit-ledger-mcp
Claim
Tamper-evident audit logging for AI decisions. Three tools (record_decision, ve…
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| 67553 |
WhatsApp MCP Server
Claim
Integrates WhatsApp with AI agents, enabling message sending, chat search, medi…
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| 67554 |
Swagger MCP Server
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Exposes Swagger/OpenAPI-defined APIs through the Model Context Protocol, making…
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| 67555 |
n8n-mcpmcp3
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| 67556 |
autocad-mcp
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Enables LLMs like Claude to create and edit AutoCAD drawings via natural langua…
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| 67557 |
mcp-feedback-enhanced
Claim
MCP server providing feedback-oriented development workflows with a Web UI and …
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| 67558 |
feedthrough
Claim
In-browser debug bridge that injects into your running web app, so an agent can…
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| 67559 |
rs3005p-mcp
Claim
An MCP server that lets AI agents control an RS PRO RS-3005P/RS-6005P programma…
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| 67560 |
Haft
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Haft is an MCP server that enforces engineering discipline for AI-assisted soft…
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| 67561 |
Connect your AI assistant to Eel Zap CMS to create collections, manage content,…
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| 67562 |
AI SOC Agent MCP Server
Claim
Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calcul…
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| 67563 |
technical-notes-mcp
Claim
MCP server that allows searching a local notes directory and retrieving live CP…
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| 67564 |
mcp-server-wise
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Wise Personal API: profiles, balances, multi-currency rates, transfers, recipie…
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| 67565 |
etherlink-mcp-server
Claim
Enables interaction with the Etherlink blockchain, including balance checks, tr…
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| 67566 |
mcp-tanita
Claim
Read-only MCP server for Tanita Health Planet measurements, providing tools for…
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| 67567 |
hermes-pen-bridge
Claim
A hybrid MCP server that proxies Pencil's native design tools and adds utilitie…
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| 67568 |
MCP Sample Project
Claim
A sample MCP project enabling AI to interact with external tools via WebSocket …
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| 67569 |
mcpUPB
Claim
MCP server that turns UPB Virtual (Moodle) into a structured knowledge source, …
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| 67570 |
Airtable MCP Server
Claim
Enables AI-powered interaction with Airtable bases, supporting CRUD operations,…
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| 67571 |
jw-org-mcp
Claim
An MCP server that provides controlled, verifiable access to official jw.org co…
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| 67572 |
ChatDomain MCP Server
Claim
Enables checking domain availability and registration prices across multiple TL…
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| 67573 |
TermSSH MCP
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Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 67574 |
StoryLenses MCP Server
Claim
AI cover letter generation for agents. 5 composable tools that analyze job post…
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| 67575 |
Enables AI assistants to create and manage Microsoft Planner tasks, including c…
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| 67576 |
oeil-atelier-mcp
Claim
Serveur MCP exposant 4 ESP32-CAM d'atelier à Claude Code, permettant de lister …
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| 67577 |
mcp-markdown-to-docx
Claim
Enables AI agents to convert Markdown into styled Word (.docx) documents, with …
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| 67578 |
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
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| 67579 |
WpfPilot MCP
Claim
MCP server for AI agents to automate Windows WPF apps with semantic UI Automati…
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| 67580 |
The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities…
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| 67581 |
semantic-scholar-mcp
Claim
Access millions of academic papers from Semantic Scholar using the Model Contex…
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| 67582 |
fine-tuning-os
Claim
A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimens…
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| 67583 |
security-intel-mcp
Claim
CVE lookups (NVD) and dependency-manifest audits (OSV) for AI agents. No API ke…
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| 67584 |
mcp-google-sheets
Claim
Enables AI assistants to interact with Google Sheets via natural language, supp…
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| 67585 |
hotwired-mcp
Claim
MCP server for Hotwired multi-agent workflow orchestration, enabling AI agents …
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| 67586 |
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
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| 67587 |
Enables audio source separation into vocals and instruments using ComfyUI MelBa…
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| 67588 |
kmd
Claim
MCP server for structured markdown knowledge vaults that provides validation, F…
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| 67589 |
schema-org-mcp
Claim
MCP server enabling AI assistants to explore schema.org types, generate JSON-LD…
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| 67590 |
n8n MCP Server
Claim
Wraps the n8n self-hosted REST API to let Claude and MCP-compatible LLMs manage…
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| 67591 |
A self-hosted MCP server that provides up-to-date documentation for enterprise …
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| 67592 |
n8n
Claim
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| 67593 |
unityxclaude
Claim
A local MCP server for Unity Editor that provides 20 editor tools to control sc…
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| 67594 |
analytics-mcp
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| 67595 |
linkedin-mcp-server
Claim
Enables Claude Desktop to manage your LinkedIn profile and company pages, inclu…
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| 67596 |
mcp.hosting — one install, all your MCP servers, managed from the cloud
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| 67597 |
mcp-on-edge1111
Claim
MCP server deployed on EdgeOne Pages, providing a Streamable HTTP MCP server fo…
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| 67598 |
gymtracker
Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
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| 67599 |
doubao-tools
Claim
一个MCP视觉分析工具,将本地图片交给豆包视觉模型分析,帮助Claude Code和DeepSeek理解截图内容。
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| 67600 |
thoughts
Claim
An MCP server that provides read access to your cloud storage providers, bank a…
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