MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28651 |
Searchable football data provider docs for AI coding agents.
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| 28652 |
Haldir
Claim
Guardian layer for AI agents: identity, secrets, audit via MCP.
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| 28653 |
Manage SwiftKanban boards and cards from Claude AI
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| 28654 |
An MCP server that generates comprehensive AI-powered investor pitch decks for …
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| 28655 |
RT-Prompt
Claim
Provide specialized prompt engineering suggestions to enhance LLM-generated con…
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| 28656 |
CSE MCP Server
Claim
A Model Context Protocol server for the Colombo Stock Exchange that enables use…
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| 28657 |
A MCP server for interacting with [Go's Language Server Protocol (gopls)](https…
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| 28658 |
usecortex-mcp
Claim
Persistent knowledge memory for AI agents. Two-way flow: read context into proj…
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| 28659 |
cbr-mcp
Claim
MCP server for Central Bank of Russia API — currency rates, key rate, precious …
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| 28660 |
Enables high-quality AI image generation with superior text rendering using the…
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| 28661 |
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS,…
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| 28662 |
Simplicate MCP Server
Claim
Enables AI assistants to securely access and interact with Simplicate business …
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| 28663 |
calltouch-mcp
Claim
MCP server for Calltouch API — call tracking, call statistics. Token auth.
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| 28664 |
View ROS 2 nodes and topics, and call services and actions via MCP
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| 28665 |
MalwareAnalyzerMCP
Claim
Enables malware analysis through terminal command execution with specialized to…
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| 28666 |
Grok AI MCP Server
Claim
A Node.js-based server that integrates with the xAI Grok API to provide AI-driv…
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| 28667 |
CAN-TAP Verified
Claim
Free dofollow backlinks for Canadian businesses. Claim, verify, and track NFC t…
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| 28668 |
mcp-server
Claim
AI-powered household inventory — query everything you own via natural language
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| 28669 |
mcp-edgartools-lite
Claim
Research SEC filings by ticker or CIK to get company details, recent forms, and…
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| 28670 |
A template for deploying Model Context Protocol servers on Cloudflare Workers w…
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| 28671 |
Flik
Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
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| 28672 |
Search a curated library of 1,900+ Islamic books including English translations…
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| 28673 |
skillsindex
Claim
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
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| 28674 |
helloworld
Claim
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| 28675 |
conduitai
Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
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| 28676 |
Ship software securely with an AI AppSec Agent
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| 28677 |
Elastic MCP Server
Claim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
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| 28678 |
ielts-merriam
Claim
Look up authoritative word definitions from Merriam-Webster. Clarify meanings i…
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| 28679 |
EquipDash
Claim
EquipDash is a rental, booking, and experience management platform for equipmen…
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| 28680 |
mju-crawler-mcpserver
Claim
Fetch the latest notices from MJU in one place. Stay informed about new announc…
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| 28681 |
rippr-mcp
Claim
Extract YouTube transcripts for AI agents. Clean text or timestamped segments.
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| 28682 |
Query Airbrake errors, notices, deploys, and project stats from MCP clients
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| 28683 |
weather
Claim
MCP weather server for Windows tutorial
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| 28684 |
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
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| 28685 |
RxRadar
Claim
Semantic search across 5 US government healthcare databases.
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| 28686 |
MCP AWS SES Email Server
Claim
Enables sending emails through AWS Simple Email Service with support for single…
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| 28687 |
Enables AI-powered Ghost CMS blog management through Claude Desktop with conten…
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| 28688 |
Exa MCP Server
Claim
Enable AI assistants to perform web searches using Exa's powerful search API. G…
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| 28689 |
suprawall-mcp
Claim
SupraWall security gateway for AI agents. Provides deterministic guardrails for…
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| 28690 |
sqlite-mcp-server4
Claim
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| 28691 |
An MCP server that enables AI assistants to load, query, and analyze local CSV …
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| 28692 |
Google Ads MCP Server
Claim
Enables comprehensive management of Google Ads accounts by allowing users to cr…
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| 28693 |
plantops-mcp-2
Claim
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| 28694 |
Gotify MCP
Claim
MCP server for self-hosted Gotify push notifications and message management.
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| 28695 |
sevdesk MCP Server
Claim
Enables management of sevdesk accounting and invoicing tasks including contacts…
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| 28696 |
FAL Reve MCP Server
Claim
Provides access to Reve text-to-image AI model for generating high-quality imag…
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| 28697 |
Overseer MCP Server
Claim
Provides structured project management through phase-based workflows, enabling …
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| 28698 |
MCP Serial Port Tool
Claim
Enables AI assistants to interact with physical serial port devices across plat…
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| 28699 |
N Lobby MCP Server
Claim
A Model Context Protocol server that provides secure access to N Lobby school p…
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| 28700 |
MCP server for Gotify push notifications - send messages and manage apps/client…
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