MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 4 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40401 |
StarSeeker MCP
Claim
A powerful MCP server that helps you discover relevant repositories from your o…
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| 40402 |
Enables intelligent access to React Native Godot documentation, examples, API r…
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| 40403 |
FinanceGenius.AI
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India's financial MCP — cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; N…
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| 40404 |
Enables interaction with Azure AI Foundry services including model exploration …
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| 40405 |
suwappu
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Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
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| 40406 |
Instagram MCP Server
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A backend server that interacts with the Instagram Graph API to fetch post enga…
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| 40407 |
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
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| 40408 |
kr-legislation-mcp
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Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
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| 40409 |
VideoGen Advisor
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A unified MCP server for video generation that intelligently routes requests to…
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| 40410 |
fr-eli-mcp
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MCP server for querying French legislation and case law via the Legifrance API,…
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| 40411 |
Scrape messages, extract leads from public Telegram channels. No login required.
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| 40412 |
falllegalpractice-mcp
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MCP server exposing foldkit's 7-prime spine, κ-bands, and fold operations as to…
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| 40413 |
gmail-mcp-server
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A production-ready MCP server that connects Claude AI to Gmail, enabling full e…
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| 40414 |
AI-powered Amazon EKS cluster management and troubleshooting
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| 40415 |
Enables AI assistants to deploy and manage static websites on EdgeOne Pages usi…
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| 40416 |
SAGA
Claim
Enables AI agents to perform fused hybrid search and reorganize documents, fold…
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| 40417 |
Enables searching and retrieving security conference papers from major venues (…
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| 40418 |
Quality scoring and progressive gates for AI-generated API tests. Stripe/Twilio…
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| 40419 |
vault-memory
Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
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| 40420 |
alkemi-mcp
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| 40421 |
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
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| 40422 |
Enables AI clients to read and write local infinite canvas data via MCP protoco…
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| 40423 |
mcp-gdocs
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MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
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| 40424 |
azure-devops-mcp
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Enables read-only interaction with Azure DevOps Server (on-premises) including …
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| 40425 |
md2wechat-mcp-server
Claim
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
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| 40426 |
gopher
Claim
Lead intelligence layer for AI agents. Discover and enrich B2B prospects from n…
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| 40427 |
subradar
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| 40428 |
NVIDIA MCP
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Provides tools for NVIDIA NIM and Visual GenAI APIs, enabling chat completions,…
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| 40429 |
TOPY.AI · AI CPO
Claim
Founders' AI CPO: product review, feedback triage, decision log, honest A/B tes…
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| 40430 |
Cymosoft
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Cymosoft JSC profile and case studies (EN/JA) plus Japanese text utilities (文字数…
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| 40431 |
Kawakami MCP Server
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Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools …
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| 40432 |
AppTweak MCP Server
Claim
Empowers users to search and analyze mobile apps via the AppTweak API, providin…
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| 40433 |
mcp-gerasure
Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
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| 40434 |
Access a comprehensive suite of tools and resources to help startups and small …
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| 40435 |
dbt MCP Server
Claim
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
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| 40436 |
SettleMesh
Claim
Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login…
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| 40437 |
MCP Learning Server
Claim
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
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| 40438 |
mcp-repo-context
Claim
A Weaviate-backed MCP server that gives Claude Code agents semantic search over…
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| 40439 |
mercury-mcp
Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
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| 40440 |
a0nexus-bitcoin-mcp
Claim
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
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| 40441 |
mcp-server-bigquery
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| 40442 |
MCP server for USDC micropayments on Base. Pay for x402-gated content, APIs, or…
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| 40443 |
BullRun
Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
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| 40444 |
simba-mcp
Claim
Connects AI assistants to marketing mix models, enabling natural language data …
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| 40445 |
MCP Manager
Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
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| 40446 |
Enterprise MCP Skill Hub
Claim
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
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| 40447 |
nestjs-mcp-controller
Claim
Build MCP servers inside NestJS applications using ordinary controllers with de…
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| 40448 |
github-mcp-tool
Claim
Enables managing GitHub repositories, files, and user information through MCP, …
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| 40449 |
TruthSpine
Claim
Every AI chat starts already knowing your project. Needs the TruthSpine app: tr…
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| 40450 |
Browser Runtime MCP
Claim
Enables AI agents to monitor and debug browser runtime errors, console logs, an…
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