MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44901 |
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
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| 44902 |
devrecall
Claim
Local-first dev memory: indexes Git commits, PRs, Jira/Linear tickets, Confluen…
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| 44903 |
PilotGentic
Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
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| 44904 |
nowcerts-mcp
Claim
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| 44905 |
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
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| 44906 |
QRMint MCP Server
Claim
Enables AI assistants to generate styled QR codes with customizable colors, sty…
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| 44907 |
FacturaHub MCP Server
Claim
Enables AI assistants to manage business operations including invoicing, WooCom…
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| 44908 |
ai-ops-mcp
Claim
ai-ops-mcp MCP server by MEOK AI Labs
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| 44909 |
statewrightgate-mcp
Claim
A paid remote MCP for Statewright, built to return verdicts, receipts, usage lo…
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| 44910 |
MCP server for generating charts using AntV. Supports various chart types throu…
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| 44911 |
csf
Claim
NIST CSF 2.0 - Professional cybersecurity framework with 35 tools and 12 prompts
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| 44912 |
topease-customs-data
Claim
全球海关贸易数据MCP服务器,支持按企业名称、产品关键字、HS编码等多维度查询238个国家/地区的进出口贸易数据。
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| 44913 |
MCP Knowledge Service
Claim
Enables semantic search and management of development knowledge including globa…
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| 44914 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
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| 44915 |
ai-guardrails
Claim
Cloudflare Workers MCP server: ai-guardrails
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| 44916 |
my-project
Claim
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| 44917 |
agentpromocode
Claim
ACDP reference MCP server for promo-code resolution and checkout feedback.
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| 44918 |
provenonce
Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
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| 44919 |
Federal and state court record lookup. Run a name or company through and get ba…
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| 44920 |
Urban intelligence knowledge graph. Structured locality data for civic problem-…
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| 44921 |
allema
Claim
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| 44922 |
Pay-per-call AI agent utilities via x402 on Base (USDC). 7 tools, $0.003/call.
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| 44923 |
pessoal
Claim
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| 44924 |
A template for deploying unauthenticated Model Context Protocol servers to Clou…
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| 44925 |
Shopify MCP Server
Claim
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
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| 44926 |
Zoho Books Accounting
Claim
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
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| 44927 |
Provides access to Jina AI's suite of tools including web search, URL reading, …
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| 44928 |
sovereign-stack
Claim
An MCP server providing 82 tools for persistent memory, governance, and conscio…
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| 44929 |
An MCP server for financial analysis that provides real-time and historical sto…
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| 44930 |
Duffel MCP Server
Claim
Enables LLMs to search and book flights across 300+ airlines, manage travel ord…
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| 44931 |
Claude Chrome MCP
Claim
Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
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| 44932 |
video-url-parser
Claim
Extracts direct download URLs for video and audio streams from various platform…
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| 44933 |
fieldops-mcp
Claim
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| 44934 |
arXiv MCP Server
Claim
Enables AI assistants to search and retrieve academic papers from arXiv through…
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| 44935 |
Gmail MCP Server
Claim
A custom MCP server for sending and managing Gmail emails, supporting both App …
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| 44936 |
obsidian-autom8
Claim
Enables AI agents to remotely access and interact with Obsidian vaults via MCP,…
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| 44937 |
linear-mcp
Claim
An MCP server for Linear that provides tools to manage issues, projects, commen…
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| 44938 |
patchwork-deepmind
Claim
MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time…
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| 44939 |
Vibe.co MCP Server
Claim
Enables AI assistants to interact with the Vibe CTV/streaming advertising platf…
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| 44940 |
Content moderation for AI applications. Moderate text, images, and video with c…
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| 44941 |
MCP server for golang projects development: Expand AI Code Agent ability bounda…
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| 44942 |
Personal MCP Server
Claim
Enables AI assistants to fetch and process YouTube video transcripts in multipl…
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| 44943 |
llm-skills-mcp-poc
Claim
MCP server exposing a shared pr-review skill with tools to list, get, run, and …
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| 44944 |
gaudio-developers-mcp
Claim
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
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| 44945 |
DB-MCP
Claim
Multi-database SQL validation service with Docker containerization, supporting …
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| 44946 |
Over-Reach Detector
Claim
Detect when AI code changes exceed declared task scope (MCP server).
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| 44947 |
plaid-mcp
Claim
A persistent MCP server that securely manages Plaid bank connections, allowing …
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| 44948 |
FramesCLI
Claim
Make videos AI-readable. Extract timestamped frames and transcripts from any vi…
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| 44949 |
heuresis
Claim
Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your…
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| 44950 |
verity
Claim
Real-time fact-checking MCP. Verifies claims against live sources with structur…
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