MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37951 |
mcp
Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
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| 37952 |
Enables Claude to analyze a player's public FACEIT CS2 data, diagnose strengths…
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| 37953 |
calculator-mcp-test
Claim
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| 37954 |
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
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| 37955 |
cloud-security-scanner
Claim
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
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| 37956 |
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
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| 37957 |
Enables AI agents to search and retrieve information about KTO-certified medica…
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| 37958 |
AL MCP Server
Claim
Provides AI assistants with complete visibility into AL dependencies and symbol…
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| 37959 |
MaShop MCP
Claim
Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any …
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| 37960 |
skip-hire-ai-mcp
Claim
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…
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| 37961 |
Social media profile enrichment API for AI agents. Look up any social handle or…
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| 37962 |
A demonstration MCP server that simulates server management actions for Contabo…
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| 37963 |
ultrahuman
Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
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| 37964 |
Amalgix
Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
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| 37965 |
Enables users to explore and manage banking card features including product dis…
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| 37966 |
ZenRent
Claim
**ZenRent MCP** — the UK property management MCP server for landlords.
Connect…
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| 37967 |
MCP Memory
Claim
Enables AI assistants to remember and retrieve user information across conversa…
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| 37968 |
Earth-2 Elevation MCP
Claim
Local stdio MCP server for Open-Elevation single, batch, and profile lookups.
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| 37969 |
OpenMayhem
Claim
Use OpenMayhem text, embedding and media models with explicit cost controls.
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| 37970 |
snowflake-mcp
Claim
Enables LLMs to directly query and interact with Snowflake databases, supportin…
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| 37971 |
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
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| 37972 |
drifts
Claim
Multi-sensory AI experiences with time-locked progression and structured sensor…
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| 37973 |
OpenPitch
Claim
Open, sourced, confidence-scored intelligence on AI startups - a free PitchBook…
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| 37974 |
Magic UI MCP Server
Claim
A foundation for building interactive applications using the Model Context Prot…
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| 37975 |
shodan-mcp
Claim
Enables searching Shodan for devices and services, and looking up host details,…
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| 37976 |
FortiCNAPP MCP Server
Claim
MCP server for managing Fortinet FortiCNAPP via AI agents, enabling vulnerabili…
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| 37977 |
MCP server for SAP ABAP development via the ADT API. Connect AI assistants to y…
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| 37978 |
nominatim-mcp-server
Claim
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…
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| 37979 |
Base MCP Server
Claim
Enables AI applications to interact with the Base Network and Coinbase API for …
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| 37980 |
GuildControl MCP
Claim
Safety-first MCP server for Discord with privacy-safe reads, audits, and review…
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| 37981 |
mcp-postgres-server
Claim
MCP server providing PostgreSQL and Vertica database access with tools for quer…
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| 37982 |
yfinance
Claim
A Model Context Protocol (MCP) server that provides comprehensive access to Yah…
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| 37983 |
hoocal
Claim
An AI-agent-managed calendar service with bidirectional Google Calendar and App…
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| 37984 |
An MCP server that analyzes GitHub repositories and automatically generates REA…
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| 37985 |
Giphy MCP Server
Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
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| 37986 |
ai-crawler-policy
Claim
Cloudflare Workers MCP server: ai-crawler-policy
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| 37987 |
Tegas AI
Claim
AI video production for marketing and social media: script, scenes, voice-over,…
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| 37988 |
Aguara MCP
Claim
Security scanner for AI agent skills and MCP servers
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| 37989 |
binance-mcp-server
Claim
Provides comprehensive Binance trading capabilities through Claude Desktop, inc…
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| 37990 |
OpenLibrary MCP
Claim
Enables searching for books using the OpenLibrary API; provides a search_books …
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| 37991 |
aisle-wedding-mcp
Claim
Search destination wedding venues and vendors worldwide with Aisle. 10 tools fo…
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| 37992 |
Manilo
Claim
Log, query, and edit expenses, budgets, and accounts in Manilo from any MCP-com…
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| 37993 |
civic-superagents
Claim
Enables querying a comprehensive data lake of Italian civic open data, returnin…
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| 37994 |
pokes
Claim
Poke your human for approvals and decisions during agent sessions — answered wi…
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| 37995 |
WEEEK (smart)
Claim
WEEEK tasks by name, not IDs — an MCP server
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| 37996 |
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| 37997 |
mcp-server-bigquery-2
Claim
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| 37998 |
Szamlazz.hu MCP
Claim
Hungarian sole-trader invoicing via Szamlazz.hu - issue, query, PDFs, VAT-ceili…
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| 37999 |
bluebeam-mcp
Claim
MCP server that exposes Bluebeam Revu 21 to Claude for PDF markup, document man…
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| 38000 |
Manage SwiftKanban boards and cards from Claude AI
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