MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47551 |
mailtarget
Claim
MCP server for Mailtarget that exposes tools to discover and call management AP…
|
— | ||||||||
| 47552 |
MCP → Local MSSQL Server
Claim
Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, …
|
— | ||||||||
| 47553 |
MySQL MCP Server
Claim
A Model Context Protocol server that provides secure access to MySQL databases …
|
— | ||||||||
| 47554 |
gmat-mcp-server
Claim
Enables AI agents to autonomously write, run, and debug NASA GMAT mission scrip…
|
— | ||||||||
| 47555 |
chatlab-mcp
Claim
Enables AI assistants to query local ChatLab chat history using natural languag…
|
— | ||||||||
| 47556 |
MaShop MCP
Claim
Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any …
|
— | ||||||||
| 47557 |
Cocos MCP Server
Claim
Enables AI assistants to directly control the Cocos Creator game editor via MCP…
|
— | ||||||||
| 47558 |
MCP Academic Editor
Claim
A sophisticated academic manuscript revision system that provides surgical, lin…
|
— | ||||||||
| 47559 |
poly-cloud-mcp
Claim
Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure…
|
— | ||||||||
| 47560 |
Local-first bookmark management with semantic search and AI-powered organization
|
— | ||||||||
| 47561 |
Enables running a remote MCP server on Cloudflare Workers with OAuth login, all…
|
— | ||||||||
| 47562 |
vk-ads-mcp
Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
|
— | ||||||||
| 47563 |
serial-mcp
Claim
MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscripti…
|
— | ||||||||
| 47564 |
DV360 MCP Server
Claim
A Model Context Protocol (MCP) server for Display & Video 360 that provides ent…
|
— | ||||||||
| 47565 |
un-comtrade-mcp-server
Claim
UN Comtrade international trade statistics via MCP. Country/HS lookups, flows, …
|
— | ||||||||
| 47566 |
@inscada/mcp-server
Claim
Enables AI assistants to interact with inSCADA systems via the Model Context Pr…
|
— | ||||||||
| 47567 |
MCP Notes Server
Claim
A server for managing notes with full CRUD operations, tagging, and search, com…
|
— | ||||||||
| 47568 |
posthog
Claim
|
— | ||||||||
| 47569 |
Yahoo Finance MCP Server
Claim
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
|
— | ||||||||
| 47570 |
WJTTC
Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
|
— | ||||||||
| 47571 |
EzRAG MCP Server
Claim
Provides semantic search and keyword search over Obsidian notes, along with dir…
|
— | ||||||||
| 47572 |
rustfs-mcp
Claim
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling…
|
— | ||||||||
| 47573 |
expense-tracker-ai-mcp
Claim
expense-tracker-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 47574 |
intelligence
Claim
|
— | ||||||||
| 47575 |
test
Claim
|
— | ||||||||
| 47576 |
mcp-tap
Claim
Enables AI assistants to discover, install, configure, and manage MCP servers t…
|
— | ||||||||
| 47577 |
mcp-searxng
Claim
Enables AI assistants to perform web searches and read URL content via a SearXN…
|
— | ||||||||
| 47578 |
Provides KOSPI/KOSDAQ stock data including ticker lookup, OHLCV, market capital…
|
— | ||||||||
| 47579 |
mcp-sonarcloud
Claim
Enables interaction with SonarCloud projects, issues, quality gates, and securi…
|
— | ||||||||
| 47580 |
hive-mcp-address-screen
Claim
Pre-settlement on-chain address risk screening for autonomous agents, using GoP…
|
— | ||||||||
| 47581 |
agentloopkit
Claim
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and s…
|
— | ||||||||
| 47582 |
@testneo/mcp-server
Claim
MCP server for TestNeo quality workflows, enabling test generation, execution, …
|
— | ||||||||
| 47583 |
Unity-MCP-Vibe
Claim
A native C# MCP server that gives AI agents real-time control and visual analys…
|
— | ||||||||
| 47584 |
alertmanager-mcp
Claim
Enables Claude AI to interact with Prometheus Alertmanager for alert retrieval,…
|
— | ||||||||
| 47585 |
blackpoint-mcp
Claim
An MCP server for Blackpoint Cyber MDR platform, enabling management of securit…
|
— | ||||||||
| 47586 |
talonic-mcp
Claim
Schema-validated document extraction with searchable workspace memory. Extract …
|
— | ||||||||
| 47587 |
Provides direct access to AI governance framework documents, risks, and mitigat…
|
— | ||||||||
| 47588 |
SAP Commerce MCP Server
Claim
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
|
— | ||||||||
| 47589 |
CrewAI MCP Orchestrator
Claim
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
|
— | ||||||||
| 47590 |
matlab-mcp-server
Claim
A Model Context Protocol (MCP) server that enables seamless integration between…
|
— | ||||||||
| 47591 |
Memory MCP
Claim
Persistent project memory for AI models and coding agents. Memory MCP stores ar…
|
— | ||||||||
| 47592 |
rspace
Claim
R.Space — the real estate OS for the UAE.
The platform powers every side of th…
|
— | ||||||||
| 47593 |
Monti APM MCP Server
Claim
Enables AI assistants to interact with Monti APM for Meteor application perform…
|
— | ||||||||
| 47594 |
mcp-twitterio
Claim
Allows AI assistants to query Twitter data including user info, tweets, trends,…
|
— | ||||||||
| 47595 |
Generate identity-locked 4K images and 5-second vertical videos from a single r…
|
— | ||||||||
| 47596 |
sleep-tracker-ai-mcp
Claim
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 47597 |
X64Dbg MCP Server
Claim
Enables AI-assisted reverse engineering and debugging through x64dbg integratio…
|
— | ||||||||
| 47598 |
Strapi MCP Server
Claim
Provides AI agents with full access to Strapi 5.x CMS for managing content type…
|
— | ||||||||
| 47599 |
Babson Engage MCP Server
Claim
MCP server that gives AI agents access to Babson's campus events and student or…
|
— | ||||||||
| 47600 |
@businessmaps/mcp
Claim
An MCP bridge server that allows AI tools to call functions and execute code di…
|
— | ||||||||