MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41651 |
mcp
Claim
Economic-safety tools for trading agents: executable quote + rug/honeypot pretr…
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| 41652 |
Hippocampus
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Open-source MCP memory server providing persistent, cross-platform context for …
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| 41653 |
Ariadne
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Semantic code index and gatekeeper that exposes 14 read-only MCP tools for AI a…
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| 41654 |
fylings
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Search, verify & screen 1M+ African companies + their government contracts acro…
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| 41655 |
Searches Reddit for answers to questions and saves Q&A sessions to Notion.
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| 41656 |
Crypto Multi-MCP Hub
Claim
AI-driven command center for local crypto operations, integrating over a dozen …
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| 41657 |
Teardrop
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Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
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| 41658 |
Vexi MCP Server
Claim
Enables MCP clients to search and retrieve structured business data from the Ve…
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| 41659 |
jira-mcp-server
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Integrates Jira tickets with GitHub Copilot Chat, fetching ticket details, link…
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| 41660 |
MCP PR Recommender
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Intelligent PR boundary detection and recommendation system that analyzes git c…
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| 41661 |
Perplexity Server
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Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
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| 41662 |
MCP Security Tools Suite
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Enables ethical security testing and attack surface management through SSL cert…
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| 41663 |
metalift
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Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
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| 41664 |
skrishnak7-mcp
Claim
MCP server for flight schedule finding via Skyscanner API. Enables querying fli…
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| 41665 |
umami-analytics-mcp
Claim
A security-first MCP server for Umami analytics (Cloud and self-hosted v3) enab…
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| 41666 |
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 …
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| 41667 |
Cloudflare Turnstile CAPTCHA solver for AI agents. $0.002/call, 100 free on sig…
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| 41668 |
zaai-dev-mcp
Claim
Zaai Dev brand brief + captured design references for MCP-compatible AI tools.
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| 41669 |
My Awesome MCP
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 41670 |
shotgrid-mcp-server
Claim
Enables AI assistants to interact with Autodesk ShotGrid (Flow Production Track…
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| 41671 |
An MCP server that lets AI assistants look up any advertiser's Google ads. Sear…
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| 41672 |
navigravity
Claim
An intelligent MCP server that enables AI agents to act as sophisticated music …
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| 41673 |
fieldops-mcp
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| 41674 |
Healthcare OpenData MCP
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Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministr…
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| 41675 |
hookray-mcp
Claim
Enables AI agents to create disposable webhook URLs, capture incoming HTTP requ…
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| 41676 |
spaceship-mcp
Claim
A community-built MCP server for the Spaceship API, enabling management of doma…
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| 41677 |
LoreConvo
Claim
Persistent memory layer for MCP-compatible AI agents. Implements save/recall/se…
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| 41678 |
MCP Code Assistant
Claim
Provides file operations (read/write) with an extensible architecture designed …
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| 41679 |
la-legislative
Claim
A read-only MCP server for querying Los Angeles City legislative data - Council…
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| 41680 |
Exposes Terraform/Terragrunt tooling as Claude Code tools for generating variab…
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| 41681 |
Math MCP Learning
Claim
Educational MCP server with math operations, statistics, visualizations, and pe…
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| 41682 |
pdf-mcp-server
Claim
MCP server for parsing PDF files, enabling Cursor IDE to extract text, metadata…
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| 41683 |
pdf-reader-mcp
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| 41684 |
mcp-server-mssql
Claim
Enables AI agents to interact with Microsoft SQL Server databases via MCP, supp…
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| 41685 |
xmszm-memory
Claim
Multi-user, file-backed MCP memory server enabling isolated namespaces and pers…
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| 41686 |
ead-factory
Claim
EAD Factory MCP — Digital Trust services APIs for your agents
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| 41687 |
Luxembourg Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get …
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| 41688 |
DataBursatil MCP Server
Claim
Enables querying Mexican stock market data (BMV, BIVA) including issuers, intra…
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| 41689 |
gsc-mcp-server
Claim
Enables Claude to access Google Search Console data including search performanc…
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| 41690 |
snuETL-mcp
Claim
MCP server that provides tools to interact with SNU eTL (Canvas LMS), including…
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| 41691 |
SuperSkill Registry
Claim
Find, inspect and install reviewed reusable AI-agent capabilities from superski…
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| 41692 |
forge-mcp
Claim
A production-grade, LLM-agnostic local development engine over MCP, providing s…
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| 41693 |
infoclimat-mcp
Claim
Enables querying French weather data from Infoclimat via MCP, including station…
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| 41694 |
smithery
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| 41695 |
weather-mcp
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| 41696 |
Amap MCP Server
Claim
A Model Context Protocol (MCP) server that wraps the Amap (高德地图) Web Service AP…
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| 41697 |
ClickUp MCP Server
Claim
Enables interaction with ClickUp's project management platform through comprehe…
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| 41698 |
fastmail-mcp
Claim
Unified MCP server for Fastmail email (JMAP), calendar (CalDAV), and contacts (…
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| 41699 |
recall-mcp
Claim
A shared, local-first memory layer for AI CLIs, providing persistent, layered m…
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| 41700 |
Bible by Midvash
Claim
Free, no-key Bible MCP server — 86 translations in 32 languages, from any MCP c…
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