MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52551 |
mcp-canada
Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
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| 52552 |
Apple Shortcut Maker MCP
Claim
Enables AI assistants to create, duplicate, list, and run Apple Shortcuts using…
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| 52553 |
Second Brain
Claim
Persistent, semantically-searchable memory for AI agents using local PostgreSQL…
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| 52554 |
datalastic-mcp
Claim
MCP server that enables AI assistants to access real-time vessel tracking, port…
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| 52555 |
HERB Lookup
Claim
Map genes, targets, diseases, herbs, and ingredients within the HERB database. …
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| 52556 |
MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Tactics + techniques…
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| 52557 |
Gripp MCP
Claim
MCP server for the Gripp API, enabling CRUD operations on Gripp entities with b…
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| 52558 |
Obsidian Vectorize MCP
Claim
Enables indexing and searching Obsidian notes via MCP, using Cloudflare's serve…
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| 52559 |
cronmcp
Claim
Cron scheduler stdio MCP server that enables creating and managing scheduled pr…
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| 52560 |
httap
Claim
An MCP server that enables AI agents to intercept, inspect, and modify HTTP tra…
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| 52561 |
mcp-safeguard
Claim
An MCP server that provides safeguard capabilities to protect against prompt in…
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| 52562 |
busabase
Claim
Database for your AI agent. Turn its output into data, docs, skills, and apps y…
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| 52563 |
Google Sheet MCP Server
Claim
Enables AI agents to read, write, and manage Google Sheets using the Google She…
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| 52564 |
tradingale-mcp
Claim
Martingale Intelligence for AI trading agents. Provides proprietary scores and …
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| 52565 |
Provides design system guidelines and component documentation to Cursor Desktop…
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| 52566 |
OpenLore
Claim
Provides persistent architectural memory and structural cognition for AI coding…
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| 52567 |
cronozen-proof
Claim
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
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| 52568 |
nagios-mcp
Claim
MCP server for Nagios Core that enables querying host and service status, alert…
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| 52569 |
sap-hana-mcp
Claim
An MCP server for SAP HANA that enables listing tables, columns, running SQL qu…
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| 52570 |
mcp-jina-reader
Claim
Jina AI Reader/Search MCP that turns any URL into clean LLM-ready markdown and …
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| 52571 |
soundings-mcp
Claim
Enables users to fetch, analyze, and visualize RAOB upper-air sounding data, in…
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| 52572 |
hyperliquid-info-mcp
Claim
Hyperliquid perp & spot data: prices, funding, open interest, order book, posit…
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| 52573 |
Provides a template to run an MCP server in a Next.js project using the Vercel …
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| 52574 |
Planfix MCP Server
Claim
Enables integration with Planfix CRM and task management system, allowing lead …
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| 52575 |
cPanel MCP Server
Claim
A complete MCP server enabling AI assistants to manage cPanel hosting through n…
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| 52576 |
MCP server for the LemonSqueezy API. Enables managing stores, products, custome…
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| 52577 |
Enables AI assistants to access Published NFT documentation, NFT collections, F…
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| 52578 |
tradingview-mcp
Claim
A Model Context Protocol (MCP) server that lets AI assistants interact with Tra…
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| 52579 |
Stock MCP
Claim
Unifies inventory data from four sources (Jikeyun, Supor factory, WeChat Excel,…
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| 52580 |
mcp-ffmpeg
Claim
Provides 30+ FFmpeg video and audio editing tools via MCP, enabling AI assistan…
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| 52581 |
Flowcast
Claim
Turn your AI coding agent into a producer of interactive, narrated walkthroughs…
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| 52582 |
arXiv MCP Server
Claim
Enables AI assistants to search and retrieve academic papers from arXiv through…
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| 52583 |
FeedClaw
Claim
The approval inbox for AI agents. Your agent drafts, you approve, it publishes.…
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| 52584 |
YouTrack MCP Server
Claim
Enables AI assistants to interact with JetBrains YouTrack for issue, project, a…
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| 52585 |
engram
Claim
A cognitive memory system for MCP that provides hybrid retrieval, memory layers…
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| 52586 |
fathom-mcp-adapter
Claim
Read-only MCP server that exposes Fathom meetings and transcripts as tools for …
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| 52587 |
Obsidian Readonly MCP
Claim
Read-only MCP server for querying a running Obsidian vault from agentic runtime…
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| 52588 |
TikTak MCP Server
Claim
MCP server for TikTak time tracking and invoicing API, enabling AI assistants t…
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| 52589 |
cic-mcp-session
Claim
Stores and serves a single conversation/session context for CIC agents, providi…
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| 52590 |
capus
Claim
Persona-driven LLM agent testing for macOS and web apps through a local MCP dae…
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| 52591 |
vikunja-mcp
Claim
Enables AI assistants to interact with Vikunja task management instances, provi…
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| 52592 |
DigitalOcean MCP Server
Claim
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
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| 52593 |
Dynamis
Claim
MCP server for the DYNAMIS doctrine system, providing access to expert knowledg…
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| 52594 |
Epistemic DJ
Claim
MCP server that transforms cognitive state into generative music by mapping 13 …
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| 52595 |
data-centrevaldeloire
Claim
Enables AI agents to search, query, and explore datasets from the Centre-Val de…
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| 52596 |
An MCP server for local PDF manipulation including merging, splitting, rotating…
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| 52597 |
databricks-mcp-server
Claim
Provides tools for interacting with Databricks clusters, jobs, and workspace op…
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| 52598 |
Enables secure natural language querying of a clinical SQL Server database usin…
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| 52599 |
simba-mcp
Claim
Connects AI assistants to marketing mix models, enabling natural language data …
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| 52600 |
MineCode MCP
Claim
MineCode is a local MCP server that provides AI assistants with real-time acces…
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