MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48551 |
ticket-discovery
Claim
Search and compare concert ticket prices across platforms
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| 48552 |
pvwatts-mcp
Claim
Enables solar energy potential assessment by converting parcel centroid and acr…
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| 48553 |
smartrent-mcp
Claim
Control SmartRent smart home devices (locks, thermostat, switches, sensors) via…
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| 48554 |
OfflineCreator Studio
Claim
Create images and videos with OfflineCreator Studio through OAuth or the npm st…
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| 48555 |
MCP Make.com Server
Claim
Provides full access to the Make.com API, enabling creation, modification, dele…
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| 48556 |
palisade
Claim
Monitor and manage email authentication (SPF, DKIM, DMARC, MTA-STS, BIMI) for y…
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| 48557 |
An MCP server that gives AI agents the ability to inspect, observe, and automat…
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| 48558 |
Observability MCP server: query LLM cost/errors/latency & operate alerts/evals …
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| 48559 |
Generate authentic pixel art - sprites, animations, and tilesets - from any MCP…
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| 48560 |
threatlocker-mcp
Claim
MCP server for ThreatLocker — zero-trust application allowlisting, approval req…
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| 48561 |
remember-memory
Claim
Organize and recall important context across projects. Save key details, retrie…
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| 48562 |
Yanyue MCP
Claim
Enables searching and retrieving cigarette product information from Yanyue.cn, …
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| 48563 |
Build a company list from live hiring data or from US SEC filings mentioning a …
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| 48564 |
mcp-news-briefing
Claim
A personalized news briefing MCP server that filters information from RSS, Redd…
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| 48565 |
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
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| 48566 |
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
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| 48567 |
gmail-multi-mcp
Claim
Connect multiple Gmail accounts to any MCP client, enabling search, read, draft…
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| 48568 |
EcoOracle
Claim
EcoOracle is an MCP server that retrieves canonical usage recipes and API cards…
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| 48569 |
Datadog MCP Server
Claim
Enables interaction with Datadog APIs through natural language, supporting full…
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| 48570 |
clickup-mcp-pro
Claim
ClickUp MCP Pro exposes nearly every ClickUp operation as a typed Model Context…
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| 48571 |
tsbootstrap
Claim
Read-only time-series bootstrap server: diagnose a series and compute confidenc…
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| 48572 |
ArXiv MCP Server
Claim
Enables AI assistants to search arXiv's research repository, download papers, a…
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| 48573 |
mcp-rag-agent
Claim
Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge gr…
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| 48574 |
Frame Pulse MCP
Claim
Provides AI agents with real-time system monitoring and control for creative wo…
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| 48575 |
A comprehensive Model Context Protocol server providing full CRUD operations fo…
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| 48576 |
Fantastical MCP
Claim
Enables AI assistants to read and create Fantastical calendar events on macOS u…
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| 48577 |
Convai Analytics
Claim
Analyze Convai sessions, latency, reliability, usage, and provider telemetry vi…
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| 48578 |
hello-mcp
Claim
A simple MCP server that provides a greeting tool using FastMCP, with support f…
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| 48579 |
Tripwire
Claim
A local MCP server that auto-injects relevant context into file reads when an a…
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| 48580 |
Ophis MCP
Claim
Gasless, MEV-protected onchain token swaps for AI agents on 11 EVM chains, buil…
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| 48581 |
Midplane
Claim
Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table po…
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| 48582 |
MCP Security Scanner
Claim
Integrates Checkov, Semgrep, Bandit, and ASH to provide comprehensive code secu…
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| 48583 |
Email deliverability audit API for AI agents. Analyze any domain's email authen…
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| 48584 |
A portable MCP server providing a shared intelligent memory system for any MCP-…
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| 48585 |
sceptre-mcp-server
Claim
MCP server that exposes Sceptre CloudFormation management operations as tools f…
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| 48586 |
Metabase MCP Plus
Claim
An MCP server that enables AI assistants to query databases, execute SQL, and m…
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| 48587 |
MarkIt
Claim
Search, save, and set reminders in your personal MarkIt library of links, posts…
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| 48588 |
zerolangcompiler-mcp
Claim
A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs,…
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| 48589 |
Developer Context Agent
Claim
A token-efficient, codebase-aware AI agent runtime that provides MCP tools for …
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| 48590 |
mcp-supabase
Claim
Enables interaction with Supabase databases, including listing tables, querying…
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| 48591 |
agent-drop
Claim
Enables local file exchange between users and CLI agents via a web UI and MCP s…
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| 48592 |
FastMCP Example Server
Claim
Educational example of an MCP server built with FastMCP, demonstrating how to e…
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| 48593 |
news-dashboard
Claim
Enables AI agents to read RSS/BlueSky feeds, clip and summarize articles, save …
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| 48594 |
loewen-menu-mcp
Claim
MCP server for the Löwen Menü IBS5 school-lunch ordering system, enabling an LL…
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| 48595 |
redline
Claim
Run local prompt regression checks from prompt-response logs in AI coding assis…
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| 48596 |
CourtListener MCP Server
Claim
Enables LLM-friendly access to the CourtListener legal database and eCFR for se…
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| 48597 |
headlo-mcp
Claim
MCP server that provides Claude Desktop and Claude Code with access to Headlo c…
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| 48598 |
TossInvest MCP
Claim
Enables querying Korean and US stock information, quotes, account assets, and o…
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| 48599 |
Authoritative Taiho Toyota Bearing Catalogue MCP server. Provides high-fidelity…
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| 48600 |
bitmap-mcp
Claim
Provides real-time Bitcoin on-chain data including Bitmap districts, Ordinals i…
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