MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 2 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39801 |
mcp-icd10
Claim
Offline MCP server for ICD medical code lookup, search, and crosswalk translati…
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| 39802 |
PA MCP Server
Claim
Enables interaction with Palo Alto Networks firewalls via XML API for configura…
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| 39803 |
@vocea.app/mcp-server
Claim
Enables AI agents to generate speech, transcribe audio, and manage voices via t…
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| 39804 |
RetailCRM MCP Server
Claim
Integrates RetailCRM API with AI assistants, enabling access to orders, custome…
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| 39805 |
forgebot-mcp
Claim
forgebot info server
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| 39806 |
shebanq-mcp
Claim
Enables users to ask plain-language linguistic questions about the Hebrew Bible…
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| 39807 |
swarm-mcp
Claim
An MCP server that provides access to Foursquare Swarm check-in data, enabling …
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| 39808 |
DBJavaGenix
Claim
Enables reverse engineering of database tables into Spring Boot projects with A…
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| 39809 |
mcp-kr-g2b
Claim
Enables AI assistants to query and analyze Korean public procurement data from …
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| 39810 |
Context3D MCP Server
Claim
Enables AI-powered 3D model generation from text and images with PBR textures, …
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| 39811 |
coldstart
Claim
Codebase memory for AI agents: an AST index plus agent-written notes that self-…
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| 39812 |
mcp-textstats
Claim
Provides text statistics and readability scores (Flesch Reading Ease, Flesch-Ki…
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| 39813 |
Cortex
Claim
Persistent memory MCP server for Claude Code that captures and recalls project …
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| 39814 |
arxiv-reader-mcp
Claim
MCP server for searching and retrieving arXiv papers with full-text PDF extract…
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| 39815 |
Thesma MCP Server
Claim
Gives AI assistants access to SEC filings, BLS employment, Census demographics,…
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| 39816 |
Order food on DoorDash — compare real fee-included totals; you approve every or…
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| 39817 |
ai-context
Claim
Local-first MCP server: version-correct library docs, code map, and offline dri…
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| 39818 |
Privy MCP Server
Claim
Enables AI agents to create wallets, sign transactions, and manage blockchain o…
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| 39819 |
Ghost CMS MCP
Claim
Unofficial MCP server for Ghost CMS that enables managing posts, pages, tags, a…
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| 39820 |
Qwen 2 MCP Server
Claim
Enables image editing, remixing, and text-to-image generation using Qwen 2 mode…
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| 39821 |
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
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| 39822 |
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
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| 39823 |
publicfinance
Claim
Enables AI agents to access SEC EDGAR filings, US Treasury rates, BLS labor sta…
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| 39824 |
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| 39825 |
A Model Context Protocol server for interacting with the Amazon Selling Partner…
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| 39826 |
OpenAlex MCP Server
Claim
轻量级MCP服务器,提供学术文献检索、论文详情、全文下载等功能,可配合PubMed MCP用于生物医学检索链路。
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| 39827 |
MCP server for managing video pipelines, integrating media processing (TTS, STT…
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| 39828 |
MCP Packet Tracer
Claim
Connects Claude with Cisco Packet Tracer 9.x to control network topologies, con…
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| 39829 |
Durable self for AI agents: one-call resume, memory, real browser, free chat + …
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| 39830 |
ark-wiki-mcp
Claim
An MCP server that lets Claude answer ARK: Survival Ascended / Evolved question…
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| 39831 |
bigquery-mcp
Claim
Enables AI assistants to query and analyze Google BigQuery data, including sche…
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| 39832 |
Knowa
Claim
Team docs served to AI agents over MCP - search, Markdown reads, version pinnin…
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| 39833 |
a11y-scorer
Claim
Cloudflare Workers MCP server: a11y-scorer
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| 39834 |
Airtable MCP
Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
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| 39835 |
YggTorrent MCP Server
Claim
A Python MCP server that allows programmatic interaction with YggTorrent, enabl…
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| 39836 |
omdb-mcp
Claim
MCP server for the OMDb API - search movies, series, and episodes from any MCP-…
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| 39837 |
Maestro MCP
Claim
Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with un…
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| 39838 |
Arlet
Claim
Create, deploy, and operate MCP servers directly from your GitHub repositories.
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| 39839 |
The structured memory layer your AI is missing. Requires the free Wuniq desktop…
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| 39840 |
jamp
Claim
Agent-run site monitoring: install JAMP, read errors, uptime, vitals and traffi…
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| 39841 |
Enables building AI-powered Slack apps using the Slack MCP server and OpenAI mo…
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| 39842 |
mcpserver1
Claim
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| 39843 |
agent-device
Claim
Discovery router for the agent-device CLI. Exposes status, install guidance, ve…
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| 39844 |
companieswise
Claim
Provides verified UK company lookup and number validation for AI agents using o…
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| 39845 |
Capacities MCP Worker
Claim
A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabl…
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| 39846 |
Agnes Video MCP Server
Claim
Enables video generation from text prompts or images using Agnes AI's video mod…
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| 39847 |
ritn3d-mcp
Claim
Enables AI agents to prepare floor plans for Ritn3D and interpret 3D outputs by…
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| 39848 |
legacy-mongodb-mcp
Claim
Provides read-only access to legacy MongoDB instances (<4.0) via the Model Cont…
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| 39849 |
LACRM MCP Server
Claim
A comprehensive MCP server for Less Annoying CRM providing 87 tools for contact…
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| 39850 |
rosettahub-mcp-server
Claim
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
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