MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 2 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54651 |
Lead Green
Claim
GPU energy per million output tokens by model, GPU and configuration, with grid…
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| 54652 |
Arr Suite MCP Server
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Enables AI assistants to manage media automation services like Sonarr, Radarr, …
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| 54653 |
bharatlas-mcp
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Description: Query India's open geo data in natural language. 8 tools: list lay…
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| 54654 |
contract-automation
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AI contract automation with partner-level redlines, OOXML Track Changes, and ri…
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| 54655 |
jobber-mcp
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Customer-hosted, read-only MCP server for Jobber operations queries: owner acti…
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| 54656 |
R2-D2
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An MCP server for Star Wars Unlimited that provides card search, deck building,…
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| 54657 |
Proposal Generator MCP
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Generates professional client proposals including timeline, tech stack, price e…
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| 54658 |
Investor Data Server
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Provide seamless access to investor data through a dedicated MCP server. Enable…
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| 54659 |
kadenzo-mcp
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Schedule, manage, generate, and analyze social posts across 11 networks (Instag…
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| 54660 |
Notion MCP Server
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Provides full access to the Notion API, enabling search, creation, and manageme…
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| 54661 |
tafsiri-mcp
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Provides translation and language resources for Kenyan languages including Swah…
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| 54662 |
waitbus
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Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem…
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| 54663 |
subway-congestion-mcp
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Provides real-time and predicted congestion data, route optimization, and train…
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| 54664 |
niaid-data-mcp-server
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Enables searching the NIAID Data Ecosystem for biomedical research resources in…
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| 54665 |
pdf-mcp-server
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MCP server for parsing PDF files, enabling Cursor IDE to extract text, metadata…
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| 54666 |
eurostat-mcp
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Exposes the Eurostat Statistics API, enabling LLMs to discover, explore, and re…
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| 54667 |
klipy
Claim
AI CRO for Agencies and MSPs: full automatic CRM; multichannel tracking; draft …
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| 54668 |
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
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| 54669 |
Meta Ads MCP
Claim
Enables AI assistants to manage Meta Ads (Facebook, Instagram) end-to-end throu…
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| 54670 |
Manages advertisements across multiple platforms including Facebook, Google, an…
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| 54671 |
Adobe Edge Delivery Services (AEM EDS) management with 20 tools for preview, pu…
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| 54672 |
MCP Server for RQ-SCAN - AI-powered document OCR and data extraction platform
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| 54673 |
Agentic Memory Server
Claim
Provides enterprise-grade persistent memory for AI assistants with complete off…
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| 54674 |
translation-ai-mcp
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Translation Ai automation via MCP. Includes translate text, detect language, ch…
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| 54675 |
Stelo Workaround MCP
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Enables querying Dexcom Stelo glucose data by importing Clarity CSV exports int…
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| 54676 |
furlpay-cli
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Stablecoin payments, swaps, stock orders, market data, travel booking, yield an…
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| 54677 |
VINdata
Claim
VIN decoding and European vehicle data for automotive workflows.
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| 54678 |
intlpull
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AI-powered i18n platform with 50+ tools for translations, OTA releases, and mor…
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| 54679 |
historia-mcp
Claim
MCP server providing access to Kenya and East Africa historical archives, inclu…
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| 54680 |
surfagent-x
Claim
X adapter for SurfAgent that gives AI agents X-native verbs for navigation, ext…
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| 54681 |
jimeng-ai-mcp
Claim
Wraps Jimeng AI's image and video generation APIs for AI assistants to create a…
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| 54682 |
Search Console Analytics
Claim
Analyze Google Search Console performance with rich dimensions, advanced filter…
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| 54683 |
Auth Your Agent
Claim
Act for a person on websites: sandboxed browser, phone approvals, saved logins,…
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| 54684 |
pincushion-plugin
Claim
Visual feedback as agent work packets. Stakeholders drop pins on your live app;…
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| 54685 |
yaml-ai-mcp
Claim
AI-powered yaml ai MCP server for agents. Supports validate yaml, convert yaml …
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| 54686 |
notebooklm-mcp
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Enables AI assistants to programmatically interact with Google NotebookLM, allo…
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| 54687 |
repomap-mcp
Claim
Provides role-aware repository maps for LLM agents by analyzing codebases and r…
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| 54688 |
MCP Apps POC
Claim
A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
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| 54689 |
Chainstack
Claim
Deploy and manage blockchain nodes across 70+ protocols, search docs, request t…
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| 54690 |
marboba-mcp
Claim
MarBoba IDP catalog as MCP tools: projects, APIs, runbooks, on-call, SLOs. Brin…
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| 54691 |
FVWM3 Window Manager
Claim
Enables interaction with the FVWM3 window manager for configuration generation,…
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| 54692 |
Mirrors
Claim
AI agent testing: replay real sessions against a rebuilt staging environment to…
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| 54693 |
smart-booking-mcp
Claim
Retrieve your Smart Booking appointments with structured access. Filter by day,…
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| 54694 |
baozhibao-mcp-server
Claim
MCP server for managing personal items with expiration dates, enabling AI agent…
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| 54695 |
routewise
Claim
Enables step-level routing of AI workflows by decomposing tasks, selecting the …
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| 54696 |
Salesforce MCP Server
Claim
Enables lead management and permission set operations on Salesforce through the…
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| 54697 |
intent-engineering
Claim
Audit, scaffold, and triage agent intent specs against a 9-section template.
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| 54698 |
Generate production-ready n8n workflows from plain language.
Validate, test, a…
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| 54699 |
Image MCP
Claim
Connects Claude Code to image generation models (OpenAI GPT Image 2, Google Nan…
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| 54700 |
Salesforce MCP Server
Claim
Enables AI assistants to interact with Salesforce data by listing objects, desc…
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