MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 4 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30451 |
mcp-on-edge1111
Claim
MCP server deployed on EdgeOne Pages, providing a Streamable HTTP MCP server fo…
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| 30452 |
motion-mcp-server
Claim
Bridges Motion's API with LLMs to manage tasks, projects, schedules, and more t…
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| 30453 |
travel-mcp-server
Claim
An AI-powered travel planner MCP server enabling flight and hotel search, weath…
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| 30454 |
A MCP server that allows users to interact with HiveServer2 through an API inte…
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| 30455 |
mcp-ssh
Claim
MCP server for remote Linux/Unix server management via SSH, enabling command ex…
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| 30456 |
sequential-thinking
Claim
Enables dynamic and reflective problem-solving through a structured thinking pr…
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| 30457 |
AgentRamp
Claim
Auto-generate a hosted MCP server from any SaaS product URL in minutes. No code…
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| 30458 |
MCP server for data visualization with Mermaid charts.
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| 30459 |
other-agents
Claim
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| 30460 |
jupyter-kernel-mcp
Claim
An MCP server that connects directly to a Jupyter kernel via ZMQ, enabling AI a…
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| 30461 |
Avalanche MCP Tools
Claim
Enables natural language interaction with the Avalanche blockchain through AI a…
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| 30462 |
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
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| 30463 |
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| 30464 |
MCP server for SAP Cloud ALM, providing 54 tools across 9 services to manage fe…
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| 30465 |
sem
Claim
Entity-level code intelligence: semantic diff, impact analysis, blame, and cont…
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| 30466 |
tui-canvas
Claim
MCP server for creating interactive terminal canvases (calendar, document, flig…
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| 30467 |
Heuris-BioMCP
Claim
A bioinformatics MCP server that connects AI clients to over 30 life science da…
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| 30468 |
supply-ops-agent
Claim
A supply-side operations diagnostic MCP server for bid rate analysis, IVT detec…
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| 30469 |
UK Property Intelligence
Claim
UK property data MCP server for AI hosts (Claude, ChatGPT). Wraps Land Registry…
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| 30470 |
validator
Claim
On-demand drift checks: declared CSS color, radius, spacing & type vs your own …
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| 30471 |
AgentDesk MCP
Claim
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
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| 30472 |
infra-mcp
Claim
MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote …
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| 30473 |
WebcrawlerAPI MCP Server
Claim
Integrates WebcrawlerAPI's web scraping and crawling capabilities into MCP-comp…
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| 30474 |
Congress.gov MCP Server
Claim
A proxy server that standardizes access to the Congress.gov API by automaticall…
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| 30475 |
Google Ads MCP Server
Claim
Enables comprehensive management of Google Ads accounts by allowing users to cr…
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| 30476 |
stathead-mcp
Claim
Fantasy football analytics: stats, dynasty, projections, prospects, Sleeper lea…
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| 30477 |
dbt-insight-mcp-server
Claim
A Model Context Protocol server for managing and executing dbt Cloud jobs via C…
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| 30478 |
nol MCP server -- search, cited Q&A, and pages over your team's knowledge base
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| 30479 |
gmail-mcp
Claim
Enables Gmail integration with Claude Code for reading, sending, searching emai…
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| 30480 |
MCP server for CSV/JSON data transformation using YAML rules
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| 30481 |
@prosodyai/mcp-docs
Claim
Exposes ProsodyAI documentation, SDK references, REST API reference (OpenAPI), …
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| 30482 |
ForgeSwarm
Claim
An MCP server that turns independent AI agents into a coordinated engineering t…
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| 30483 |
beanie-mcp
Claim
An MCP server for querying Beancount ledgers using natural language, enabling f…
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| 30484 |
MCP Internal
Claim
A secure two-layer MCP integration system that connects local thin clients to a…
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| 30485 |
Reports MCP Server
Claim
Enables management of penetration testing reports and vulnerabilities through a…
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| 30486 |
eyeot ERP
Claim
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
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| 30487 |
让 AI 与 Chrome 浏览器实时交互:获取历史请求、控制台日志、RUM/埋点事件,并动态设置 Mock 数据。
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| 30488 |
FitnessMCP
Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
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| 30489 |
CRE Intelligence
Claim
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
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| 30490 |
An MCP server for SwagManager that enables comprehensive management of inventor…
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| 30491 |
Shipcheck MCP
Claim
Read-only Shipcheck launch-risk scans for authorized JS, TS, and MCP repos.
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| 30492 |
duke-book
Claim
Manage Duke Bookmark notes, categories, and knowledge search from MCP clients.
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| 30493 |
Presso
Claim
Connect your e-commerce and marketing data to AI assistants via MCP. Presso int…
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| 30494 |
music21-mcp-server
Claim
A multi-interface music analysis server providing MCP, HTTP, CLI, and Python in…
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| 30495 |
GCM MCP Server
Claim
Enables interaction with IBM Guardium Cryptographic Manager (GCM) for cryptogra…
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| 30496 |
Sub-cent factual claim verification against live data sources.
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| 30497 |
MCP Starter for Puch AI
Claim
A starter template for creating MCP servers that work with Puch AI, featuring r…
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| 30498 |
donetick-mcp
Claim
MCP server for Donetick chores management. Provides 27 tools to control Donetic…
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| 30499 |
Ragionex Memory MCP
Claim
Dynamic semantic memory for AI assistants that persists across sessions and cli…
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| 30500 |
WorldCitiSim eSIM
Claim
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
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