MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31051 |
chainanalyzer-mcp
Claim
Multi-chain AML risk scoring, sanctions screening, and tx tracing across BTC, E…
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| 31052 |
Real Estate MCP Server
Claim
Search Redfin property listings and get comprehensive property details. Filter …
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| 31053 |
Enables AI assistants to save and manage question-and-answer pairs within a str…
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| 31054 |
Retirement planning for Canada & US. CPP/OAS, Social Security, RRSP/TFSA, 401k/…
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| 31055 |
agentfuse-mcp
Claim
Affiliate API for AI agents -- browse programs, generate tracked links, record …
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| 31056 |
pilot-shell
Claim
The Claude Code engineering platform: spec-driven planning, enforced TDD, persi…
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| 31057 |
Base MCP Server
Claim
Enables AI applications to interact with the Base blockchain network and Coinba…
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| 31058 |
Sunex Optics
Claim
*A public MCP server that exposes Sunex Inc's lens and imager catalog to AI a…
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| 31059 |
site-sense
Claim
coding cli claude code/github copilot will be able to see context of browser/op…
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| 31060 |
nesto-staging
Claim
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| 31061 |
MCP Brain Service
Claim
Enables character management and semantic search for the Auto-Movie application…
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| 31062 |
airtable
Claim
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| 31063 |
MEOK Governance Engine
Claim
AI-powered meok governance engine MCP server for agents. Supports full governan…
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| 31064 |
Session memory, knowledge search, Brave Search, Gemini AI, and code transforms …
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| 31065 |
Sahmk MCP
Claim
Enables AI agents to access Saudi market data, including company profiles, mark…
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| 31066 |
Kustodia Escrow
Claim
Agentic escrow payments for AI agents. Create, fund, and release escrow payment…
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| 31067 |
seo-scanner
Claim
Scan any website for SEO issues directly from Claude, Cursor, or any MCP client…
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| 31068 |
Search for local businesses worldwide. Structured data optimized for AI agents.…
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| 31069 |
telegram-api-mcp
Claim
Ultimate Telegram Bot API MCP server — full v9.6 coverage, meta-mode, rate limi…
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| 31070 |
ori-cli
Claim
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
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| 31071 |
bazi-reader-mcp
Claim
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
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| 31072 |
vsfclub1
Claim
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| 31073 |
skillmatch-mcp
Claim
Job search and ranking pipeline via MCP for Claude Desktop.
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| 31074 |
kaizen-lab
Claim
KaizenLab is an AI-native hypothesis validation platform for product teams runn…
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| 31075 |
A Model Context Protocol server providing browser automation capabilities using…
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| 31076 |
A production-grade coordination hub that enables AI agents and human teams to w…
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| 31077 |
product-lock-mcp
Claim
Product Lock tools for AI agents: generate, review, validate, and score locks.
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| 31078 |
Secureship MCP gives AI assistants access to a multi-carrier shipping API cover…
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| 31079 |
home-memory
Claim
MCP server that lets your AI assistant remember everything about your home.
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| 31080 |
Detect hidden FX fees on international bank transfers in 30 seconds.
Score 1-1…
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| 31081 |
lithtrix
Claim
Search, Browse (server-side public web), memory, and blob storage for AI agents…
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| 31082 |
auth0-nextjs-samples
Claim
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| 31083 |
nyxstrike
Claim
AI Powered penetration testing Platform for offensive security research
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| 31084 |
Eterna MCP
Claim
Premium low cost execution layer for AI trading agents, with access to perpetua…
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| 31085 |
Resume Optimizer Pro
Claim
Resume Optimizer Pro is resume building and optimization software that enhances…
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| 31086 |
appstore-connect-mcp
Claim
Check app review status, read reviews, download sales reports from App Store Co…
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| 31087 |
Last-minute booking slots across 11 suppliers. Search, price, and execute booki…
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| 31088 |
docx-comparison-mcp
Claim
Generates Word documents for comparison tables and specifications from structur…
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| 31089 |
citrix-mcp-server
Claim
Citrix licensing and migration tools for AI assistants. 5 tools: check LAS migr…
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| 31090 |
addon-mcp
Claim
Help agents automatically write and test stories for your UI components.
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| 31091 |
SF Permits MCP Server
Claim
Provides access to San Francisco public permitting, business, and property data…
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| 31092 |
Workers bindings management. Build Workers applications with storage, AI, and c…
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| 31093 |
TaxFormatter
Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
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| 31094 |
Kevros
Claim
Runtime intelligence for autonomous AI agents. Kevros verifies every agent acti…
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| 31095 |
DataLayer MCP
Claim
Give your AI agent access to 60M+ companies and 300M+ verified contacts. Enrich…
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| 31096 |
Avalanche MCP Tools
Claim
Enables natural language interaction with the Avalanche blockchain through AI a…
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| 31097 |
CloudBase-AI-ToolKit
Claim
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
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| 31098 |
roundtable-mcp
Claim
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
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| 31099 |
flai-mcp
Claim
An MCP server that connects AI assistants to FL Studio for music production via…
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| 31100 |
adpage
Claim
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