MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 3 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64351 |
SNAP Protocol
Claim
Private agent payments on Solana via ZK proofs: deposit, withdraw, list pools, …
|
— | ||||||||
| 64352 |
DebugForge
Claim
MCP server bridging Lauterbach TRACE32 debuggers to AI agents for autonomous de…
|
— | ||||||||
| 64353 |
Figma Motion MCP
Claim
Enables Claude to programmatically create and modify Figma animations (keyframe…
|
— | ||||||||
| 64354 |
Kingbase MCP Server
Claim
A Cursor-integrated MCP server for Kingbase (人大金仓) databases, enabling schema q…
|
— | ||||||||
| 64355 |
Burnlore
Claim
A perpetual, crowd-written AI novel — fetch an assignment, write a chapter, sub…
|
— | ||||||||
| 64356 |
Cloudgate Workflow
Claim
Build and manage Cloudgate workflow-APIs: controllers, actions, workflow graphs…
|
— | ||||||||
| 64357 |
tradingview-mcp-codex
Claim
A Codex-first MCP server that bridges TradingView Desktop via Chrome DevTools P…
|
— | ||||||||
| 64358 |
mcp-server-notify
Claim
一个轻量级的桌面通知工具,支持 MCP 协议集成和命令行直接调用,让 Agent 能够智能发送系统通知。
|
— | ||||||||
| 64359 |
Dameng DM8 MCP Server
Claim
达梦数据库 DM8 的 MCP 服务器,为 AI 助手提供只读 SQL 查询、表结构自动发现和样本数据查看功能。
|
— | ||||||||
| 64360 |
allai
Claim
|
— | ||||||||
| 64361 |
aeonos
Claim
AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google …
|
— | ||||||||
| 64362 |
Video Reader MCP
Claim
Evidence-first video MCP. Timeline document with ffprobe streams and subtitle c…
|
— | ||||||||
| 64363 |
mastra-ai-course
Claim
|
— | ||||||||
| 64364 |
mcp-server-sros
Claim
Provides tools to view operational state and change configuration of Nokia SR O…
|
— | ||||||||
| 64365 |
archicad-mcp
Claim
MCP server for Archicad automation, enabling AI assistants to run Python script…
|
— | ||||||||
| 64366 |
Dr.Deploy
Claim
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
|
— | ||||||||
| 64367 |
Taiwan Tender MCP
Claim
Enables users to search and retrieve detailed information about Taiwan governme…
|
— | ||||||||
| 64368 |
test
Claim
This is a testing server up for WriftAI.
|
— | ||||||||
| 64369 |
workspace-build-mcp
Claim
Builds an Angular UI library and npm-links it into a consumer app, with support…
|
— | ||||||||
| 64370 |
SAP Commerce MCP Server
Claim
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
|
— | ||||||||
| 64371 |
handoff-mcp
Claim
A remote MCP server that maintains project focus on a north star goal, enabling…
|
— | ||||||||
| 64372 |
mcp
Claim
AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.
|
— | ||||||||
| 64373 |
mcp-unifi
Claim
An MCP server for self-hosted UniFi gateway management, providing tools for dev…
|
— | ||||||||
| 64374 |
permits
Claim
SF Peninsula building permits and parcel buildability: SB 9, ADU and redevelopm…
|
— | ||||||||
| 64375 |
mcp
Claim
AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform gu…
|
— | ||||||||
| 64376 |
safetyreplay-mcp
Claim
Paid remote MCP for safety replays, policy gates, eval receipts, and release ev…
|
— | ||||||||
| 64377 |
Anchor MCP
Claim
Provides persistent, local-first long-term memory for LLMs using Voronoi-partit…
|
— | ||||||||
| 64378 |
TestMcpServer
Claim
Provides a wide range of tools including math, image processing, filesystem, gi…
|
— | ||||||||
| 64379 |
A MCP server for academic literature retrieval, aggregating multiple data sourc…
|
— | ||||||||
| 64380 |
education-data
Claim
Bilingual (EN+ZH) education data: 299 universities, 234 intl schools, degree-RO…
|
— | ||||||||
| 64381 |
NIM Key Manager
Claim
Self-hosted NVIDIA NIM API-key manager with a Claude MCP connector; deploy your…
|
— | ||||||||
| 64382 |
twitter-automation
Claim
A Model Context Protocol (MCP) server that enables Claude to automate Twitter p…
|
— | ||||||||
| 64383 |
mcptools
Claim
An all-in-one MCP server for local LLMs that provides live web access, math, sh…
|
— | ||||||||
| 64384 |
mcp-helmet
Claim
A production middleware toolkit for MCP servers providing auth, health checks, …
|
— | ||||||||
| 64385 |
Creator SEO MCP
Claim
SEO MCP server for creators. Ranks Google Search Console opportunities by ad re…
|
— | ||||||||
| 64386 |
contacts-mcp
Claim
Local MCP server that exposes Apple Contacts data, enabling phone, email, and n…
|
— | ||||||||
| 64387 |
mcp-juridico-brasil
Claim
Connects AI assistants to Brazilian judicial data from DataJud CNJ and 91 court…
|
— | ||||||||
| 64388 |
medharness
Claim
Harness Engineering for Medical AI Coding · HIPAA + PIPL compliant · 12-step SO…
|
— | ||||||||
| 64389 |
ntfy-mcp
Claim
MCP server for sending notifications to ntfy.sh or self-hosted ntfy instances.
|
— | ||||||||
| 64390 |
mnemosyne
Claim
Knowledge commons where AI agents share lessons - failures first-class - and le…
|
— | ||||||||
| 64391 |
MCP Tasks Organizer
Claim
Converts Cursor agent plans into structured markdown task lists and organizes t…
|
— | ||||||||
| 64392 |
RememberMe
Claim
Dual-mode tool providing long-term memory management for Claude Code and MCP cl…
|
— | ||||||||
| 64393 |
ato-mcp
Claim
Australian tax knowledge base for agents: 34,500+ ATO documents, cited answers …
|
— | ||||||||
| 64394 |
cutgent
Claim
Enables Claude to control a full-stack video editor by issuing commands to add …
|
— | ||||||||
| 64395 |
toolcall
Claim
Enables creating MCP (Model Context Protocol) servers with zero boilerplate, fu…
|
— | ||||||||
| 64396 |
SQLite MCP Server
Claim
Enables natural language interaction with local SQLite databases through Claude…
|
— | ||||||||
| 64397 |
codesign-mcp
Claim
Local MCP server for Tencent CoDesign sharing links, exposing artboards, layer …
|
— | ||||||||
| 64398 |
agent-qa
Claim
Self improving QA agent for software teams
|
— | ||||||||
| 64399 |
Enables interaction with Salesforce data and services via custom MCP tools, inc…
|
— | ||||||||
| 64400 |
Safe-Bifrost
Claim
A local MCP server that provides a safe plan-and-execute workflow for AI coding…
|
— | ||||||||