MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25051 |
TypeScript Quickstart
Claim
Jumpstart building TypeScript-based integrations with ready-made examples for g…
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| 25052 |
EU AI Act Compliance
Claim
Risk classification, deadlines, obligations, penalties, and FAQ for the EU AI A…
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| 25053 |
Provide seamless integration with blockchain APIs to empower your applications …
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| 25054 |
vibefix-mcp
Claim
Your AI built it. It broke. Post the bug, a real developer fixes it.
VibeFix i…
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| 25055 |
Human Design
Claim
Calculate your Human Design chart and explore how you make decisions and relati…
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| 25056 |
agent-audit-trail
Claim
Compliance infrastructure for AI agents. Connect via MCP in 60 seconds — every …
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| 25057 |
Twitter/X MCP Server
Claim
Connects AI assistants to Twitter/X using cookie-based authentication to read t…
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| 25058 |
IPO calendar, SEC filings, deal terms, and IPO news research via the IPOGrid MC…
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| 25059 |
MoltArch
Claim
Marketing intelligence API for AI agents. Real campaign data, not LLM guesses.
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| 25060 |
Mnemosyne MCP
Claim
An active, stateful software knowledge graph engine that serves as an 'all-know…
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| 25061 |
Track stocks, screen equities, monitor crypto prices, and check forex rates. Re…
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| 25062 |
Search H1B visa salary data and general compensation by title and location. Ben…
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| 25063 |
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
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| 25064 |
twig
Claim
MCP server quality scoring and optimization for the agent economy.
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| 25065 |
cerebras-code-mcp
Claim
Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-fi…
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| 25066 |
A Model Context Protocol server that enables Claude and other AI assistants to …
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| 25067 |
Wallet Intelligence
Claim
Bitcoin wallet intelligence API. Identify any Bitcoin address — entity, categor…
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| 25068 |
Give AI agents autonomous virtual card management via x402 and Stellar USDC
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| 25069 |
Tosheroon
Claim
Real-time Amazon prices, product search, 90-day history, AI forecasts, and pric…
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| 25070 |
Protect your AI from costly cultural mistakes. Kultur.dev is the world's first …
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| 25071 |
keymaster-mcp
Claim
Read-only runtime secret retrieval from HashiCorp Vault via Keymaster for auton…
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| 25072 |
content-repurposer
Claim
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
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| 25073 |
drafturl
Claim
Share HTML/Markdown documents via URL instantly. Create, edit, delete docs from…
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| 25074 |
mcp-metar
Claim
MCP server for METAR/TAF aviation weather data
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| 25075 |
convergealpha
Claim
AI stock signal convergence � 13 sources, Bayesian scoring, verified outcomes.
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| 25076 |
looking-glass-mcp
Claim
AI-native browser for agents. 71 tools with self-healing, semantic extraction, …
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| 25077 |
ifrs
Claim
First MCP for IFRS: 26 standards, journal entries, XBRL, PDF ingestion, consoli…
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| 25078 |
Search SEC EDGAR for corporate filings including 10-K, 10-Q, 8-K, and other reg…
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| 25079 |
sql-migration
Claim
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| 25080 |
Agent with a wallet? This place is built for you. Digital experiences made of w…
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| 25081 |
factorguide
Claim
Send a coupling matrix, get zone classifications and optimal factorization stra…
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| 25082 |
Secureship MCP gives AI assistants access to a multi-carrier shipping API cover…
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| 25083 |
EmberReads Romance Books
Claim
Search 8,000+ romance books by trope, spice level, and content warnings. Powere…
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| 25084 |
local-mcp
Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
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| 25085 |
connect
Claim
AI-native art catalogue. Catalogue works, parse provenance, and generate signed…
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| 25086 |
Trending hip-hop artist momentum scores across four cultural dimensions.
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| 25087 |
memograph
Claim
Graph-based memory system for LLMs with knowledge graphs and semantic search
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| 25088 |
mcp-server
Claim
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| 25089 |
MCP File Manager
Claim
A full-stack web application that allows users to upload, view, edit, and delet…
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| 25090 |
librarian-nexus
Claim
Knowledge synthesis MCP server with vector-deduplicated lessons and x402 microp…
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| 25091 |
CBETA MCP Server
Claim
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
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| 25092 |
facebook-mcp-sever
Claim
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| 25093 |
github-webhook-mcp
Claim
MCP server bridging GitHub webhooks via Cloudflare Worker for real-time event s…
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| 25094 |
arc-security
Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
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| 25095 |
browser-mcp
Claim
Control your real Chrome from Claude Code. 29 tools with CAPTCHA solving and mu…
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| 25096 |
devflow-mcp
Claim
MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issue…
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| 25097 |
sdadasads
Claim
|
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| 25098 |
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
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| 25099 |
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
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| 25100 |
StockMarketScan
Claim
18 tools for US stock screeners, chart patterns, options flow signals and equit…
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