MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36751 |
Audacity MCP Server
Claim
Enables LLM-driven audio pipelines by controlling Audacity through mod-script-p…
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| 36752 |
FlashCardMCP
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Converts JSON/CSV Markdown content into interactive flashcard pages with multip…
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| 36753 |
DLBrowser
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Self-healing web access for AI agents — recovers through bot blocks, captchas a…
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| 36754 |
Wordware MCP
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A Master Control Program server that allows developers to run Wordware AI flows…
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| 36755 |
blank-invoice-maker
Claim
Create free invoices from your AI assistant via a pre-filled blankinvoicemaker.…
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| 36756 |
Enables AI agents to intelligently search and retrieve Roblox documentation thr…
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| 36757 |
DCC-MCP-IPC
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Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
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| 36758 |
icon-search-mcp
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A Model Context Protocol server that enables unified fuzzy searching across mul…
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| 36759 |
RX-Radar
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[](https://smithery…
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| 36760 |
edstem-mcp
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MCP server for Ed Discussion that enables viewing profile, courses, lessons, th…
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| 36761 |
conversion-mcp-server
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A Model Context Protocol server for converting documents between formats such a…
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| 36762 |
Nolas-Shadow
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MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
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| 36763 |
Resolve company name, domain, or LinkedIn into one canonical identity with conf…
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| 36764 |
personalinsights-feed
Claim
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
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| 36765 |
A standalone MCP server for exploring the weclapp REST API v2, providing offlin…
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| 36766 |
regintel-mcp
Claim
MCP server for the RegIntel API: regulatory data across 41 jurisdictions, 212 r…
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| 36767 |
agent-negotiation-mcp
Claim
agent-negotiation-mcp MCP server by MEOK AI Labs
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| 36768 |
google-sheet-mcp
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A local MCP server for creating, reading, and updating Google Sheets.
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| 36769 |
tasks-mcp-poc
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A generic task manager (like Monday, Jira, Trello) with MCP as its only interfa…
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| 36770 |
handshake-mcp-server
Claim
Enables AI assistants to connect to Handshake to search jobs, browse employers,…
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| 36771 |
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
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| 36772 |
Agent MCP Router MCP — one router for the whole MEOK fleet. Holds 62 MEOK MCPs …
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| 36773 |
feishu-mcp-server
Claim
Enables AI to read Feishu documents, send messages, and manage calendars with a…
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| 36774 |
Hostsmith MCP Server
Claim
Enables AI agents to deploy static files and get live HTTPS URLs instantly, wit…
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| 36775 |
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
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| 36776 |
mcp-eval-harness
Claim
MCP-based code evaluation harness — sandboxed execution + LLM quality scoring.
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| 36777 |
Sweet MCP Server
Claim
Stateless HTTP MCP server enabling QuickBooks integration through CLI commands,…
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| 36778 |
Bis
Claim
BIS MCP — Bank for International Settlements statistics (no auth)
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| 36779 |
Yantrix MCP
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Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
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| 36780 |
ocr-mcp
Claim
A Model Context Protocol server that gives AI assistants OCR with first-class a…
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| 36781 |
Blender MCP Server
Claim
Connects AI assistants to Blender for controlling 3D modeling operations throug…
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| 36782 | — | |||||||||
| 36783 |
archlang-mcp
Claim
Compile, describe, lint, validate, score and repair multi-storey and curved Arc…
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| 36784 |
PeopleSoft MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants to query and u…
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| 36785 |
Twitch MCP Server
Claim
Enables access to Twitch API data for retrieving channel statistics, viewership…
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| 36786 |
Vedic astrology MCP: 54 tools for charts, dashas, yogas, compatibility, muhurta…
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| 36787 |
runwayMCP
Claim
runwayMCP enables job seekers to evaluate US job postings by automatically chec…
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| 36788 |
browser-auth-mcp
Claim
Enables AI agents to authenticate with websites using a real Chromium browser w…
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| 36789 |
Bullhorn CRM MCP Server
Claim
Enables AI assistants to query Bullhorn CRM data using natural language through…
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| 36790 |
nyambot-mcp
Claim
L'administration française pour vos agents IA : communes, géocodage, risques, D…
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| 36791 |
thewardn-mcp
Claim
Governance wrapper for MCP servers that intercepts and evaluates every Claude t…
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| 36792 |
vantic
Claim
Verify an AI agent's payment authority: signed mandates, allowlists, and tamper…
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| 36793 |
Agentic Prompt
Claim
1,177 free agentic trading prompts for Claude and Robinhood MCP.
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| 36794 |
nishati-mcp
Claim
MCP server for Kenya energy — KPLC connection guidance, tariff calculator, off-…
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| 36795 |
currency-converter-ai-mcp MCP server by MEOK AI Labs
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| 36796 |
Playwright MCP Cursor
Claim
Demonstrates using Playwright with the Model Context Protocol (MCP) to enable l…
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| 36797 |
novai-mcp-server
Claim
Read-only MCP server for querying the live NOVAI blockchain over its public JSO…
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| 36798 |
profitlee-mcp
Claim
MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikT…
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| 36799 |
k8scortex-mcp
Claim
Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps,…
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| 36800 |
mcp-server
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