MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51801 |
coverage
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| 51802 |
GCM MCP Server
Claim
Enables interaction with IBM Guardium Cryptographic Manager (GCM) for cryptogra…
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| 51803 |
Fabric Report MCP
Claim
MCP server for managing Microsoft Fabric Reports with lifecycle management, fil…
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| 51804 |
Hermes Blockchain Oracle
Claim
An MCP server that connects Hermes Agent to the Solana blockchain, enabling nat…
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| 51805 |
Warframe Market MCP
Claim
Enables searching Warframe items, viewing price history, and managing buy/sell …
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| 51806 |
mcp-playwright
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Enables browser automation for AI assistants via Playwright, supporting multipl…
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| 51807 |
tcgen-st-test-mcp
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Provides offline semantic validation for TcGen Structured Text (ST) review bund…
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| 51808 |
Cortex
Claim
Obsidian-backed knowledge graph with semantic search, entity extraction, and cr…
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| 51809 |
htmlbook
Claim
Publish AI-generated HTML & Markdown to a hosted, shareable URL via MCP.
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| 51810 |
Enterprise MCP Skill Hub
Claim
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
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| 51811 |
catalog
Claim
Search 18,723 verified restaurants and bars across 20 cities, each with a 0-100…
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| 51812 |
ManifestYOU
Claim
A soul document API for AI agents. Injects a short grounding preamble into your…
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| 51813 |
MCP Spec Generator
Claim
Converts user story documents (from Notion, Google Docs, PDFs, etc.) into struc…
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| 51814 |
mcp-golang-server
Claim
Provides Go language tools for LLMs to analyze, test, and format Go code.
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| 51815 |
Integrates with Google Docs and Gmail to append content and create drafts, with…
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| 51816 |
ThinkPrompt MCP Server
Claim
Connects AI assistants to the ThinkPrompt platform, enabling management of styl…
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| 51817 |
Personal MCP Server
Claim
Enables AI assistants to fetch and process YouTube video transcripts in multipl…
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| 51818 |
holiday-photo-plus-2
Claim
Holiday photo MCP server: list and fetch personal holiday photos inline in Clau…
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| 51819 |
random-generator
Claim
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
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| 51820 |
sled-feed
Claim
MCP server for US (Mississippi) and UK government procurement feeds. Search liv…
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| 51821 |
matcha money
Claim
Develop your ritual for financial wellness.
Connect your accounts, automate yo…
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| 51822 |
Real-time US state ABC (Alcoholic Beverage Control) liquor license compliance r…
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| 51823 |
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
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| 51824 |
Perfex CRM
Claim
Read and write a self-hosted Perfex CRM from an AI agent: 148 permission-filter…
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| 51825 |
Trading Volatility MCP
Claim
Enables AI agents to discover and retrieve options market-structure data (GEX, …
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| 51826 | — | |||||||||
| 51827 |
This server enables interaction with SailPoint IdentityIQ through SCIM API endp…
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| 51828 |
@curatedmcp/mcp
Claim
Search, verify, and get risk profiles for MCP servers from the CuratedMCP catal…
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| 51829 |
Provides complete QuickBooks Online API integration for Claude Code and other M…
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| 51830 |
Arthor-Agent
Claim
...
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| 51831 |
Aggregates data from Google Calendar, TripIt, and Fireflies.ai to generate comp…
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| 51832 |
MCP server for vacation rental direct bookings. Search properties, check availa…
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| 51833 |
realhands
Claim
An MCP server that lets Claude operate your real computer by moving the actual …
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| 51834 |
ComfyUI MCP Hub
Claim
Give AI agents full control over your local ComfyUI by exposing 77 tools for wo…
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| 51835 |
1Claw Vault
Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
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| 51836 |
mcp-base64
Claim
Provides tools to encode files to Base64 strings and decode Base64 content back…
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| 51837 |
Enables high-quality AI image generation with superior text rendering using the…
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| 51838 |
vibecompass-mcp
Claim
MCP server that connects AI coding tools to VibeCompass projects for reading co…
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| 51839 |
kiira
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| 51840 |
clearskies MCP Server
Claim
Provides AI assistants with tools for code generation, documentation, and proje…
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| 51841 |
mcp-multi-weather
Claim
MCP server for checking historical weather data for cities using OpenWeather AP…
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| 51842 |
dough-mcp
Claim
A read-only MCP server for the Dough personal finance app, enabling assistants …
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| 51843 |
Enables forensic investigators to acquire data from Android devices via ADB, in…
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| 51844 |
AIMCP
Claim
MCP server that distributes tool specifications from GitLab repositories to IDE…
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| 51845 |
TimeIQ MCP Server
Claim
A production-ready, fully anonymized Model Context Protocol (MCP) server for Ti…
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| 51846 |
aria2-agent
Claim
A download tool for AI agents that wraps aria2 with safety rules and MCP server…
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| 51847 |
Open Banking MCP Server
Claim
Enables interaction with bank accounts via TrueLayer API, supporting listing ac…
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| 51848 |
DeepSIFT
Claim
DeepSIFT is an MCP server that wraps SANS SIFT Workstation forensic tools with …
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| 51849 |
Provides DocuSign eSignature operations via JWT Grant for headless AI agents, e…
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| 51850 |
MCP PR Workflow Server
Claim
Streamlines GitHub PR workflows, monitors CI/CD, and sends Slack notifications.…
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