MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41251 |
okf-mcp
Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
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| 41252 |
my-mcp-server
Claim
A TypeScript MCP server boilerplate providing example tools and resources for r…
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| 41253 |
mcp-server-filemaker
Claim
An MCP server that provides AI assistants with direct access to FileMaker datab…
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| 41254 |
healthsec-mcp
Claim
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
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| 41255 |
PySpark MCP Server
Claim
A server implementation of MCP for Apache Spark that provides query plans and c…
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| 41256 |
bybit-trading
Claim
MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance…
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| 41257 |
mcp-video-vision
Claim
MCP server that enables video analysis capabilities to Claude, including frame …
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| 41258 |
aacworkflow-mcp
Claim
Enables Claude and Claude Code to manage AACWorkflow tasks, agents, projects, s…
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| 41259 |
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
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| 41260 |
commit-check-mcp
Claim
Enables validation of commit messages, branch names, author info, push safety, …
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| 41261 |
CI MCP Server
Claim
Enables AI assistants to manage SAP Cloud Integration (CPI) landscapes through …
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| 41262 |
ynab-mcp-bridge
Claim
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
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| 41263 |
raw-web-search
Claim
An experimental MCP search server for Claude Code. Returns raw, verbatim web co…
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| 41264 |
threatlocker-mcp
Claim
MCP server for ThreatLocker — zero-trust application allowlisting, approval req…
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| 41265 |
trane-mcp
Claim
Provides AI agents with read access to Trane Tracer SC+ building automation sys…
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| 41266 |
twine-mcp
Claim
A locally-run MCP server that connects to Twine's story library, enabling AI-as…
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| 41267 |
Verify what agents actually shipped, arbitrate file collisions, refuse with str…
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| 41268 |
studio
Claim
Design & price modular raised garden beds and walls: exact bill of materials, E…
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| 41269 |
erdlens
Claim
MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeO…
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| 41270 |
netcoredbg-mcp
Claim
Enables AI coding agents to debug .NET applications with breakpoints, stepping,…
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| 41271 |
Buildium MCP Server
Claim
Enables interaction with Buildium property management software through natural …
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| 41272 |
MCP Server
Claim
A minimal Django project exposing MCP-style endpoints for listing and fetching …
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| 41273 |
mttrly
Claim
AI-powered incident management and server monitoring via MCP.
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| 41274 |
Blumen Komander München
Claim
Blumen Komander München - Erster Florist mit MCP. Suchen, prüfen, bestellen. Li…
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| 41275 |
mcp-elicitation-proxy
Claim
Let existing MCP servers ask for missing required tool arguments through MCP el…
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| 41276 |
MCP server for Citizen of the Cloud — agent identity verification, trust scorin…
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| 41277 |
RDRS MCP Server
Claim
Enables natural language interaction with Rocket Data Replicate and Sync (RDRS)…
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| 41278 |
Enables performing arithmetic operations (add, subtract, multiply, divide, powe…
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| 41279 |
Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M co…
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| 41280 |
bybit-mcp
Claim
Provides a set of MCP tools to interact with the Bybit cryptocurrency exchange …
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| 41281 |
ha-dev-tools-mcp
Claim
Comprehensive development tools for Home Assistant, enabling file management, t…
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| 41282 |
Micu Image MCP
Claim
Wraps the Micu image API as an MCP server for generating, editing, batch proces…
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| 41283 |
mt5-mcp
Claim
An MCP server that lets an AI agent read your MetaTrader 5 account and place tr…
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| 41284 |
taiwan-weather-mcp
Claim
An MCP server that provides real-time weather forecasts, weather warnings, and …
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| 41285 |
Enables remote MCP connections with GitHub OAuth authentication, providing tool…
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| 41286 |
MCP-Gateway
Claim
A simple gateway that connects to multiple child MCP servers and forwards tool …
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| 41287 |
Tianji
Claim
An MCP server that integrates hundreds of thinking models and frameworks to hel…
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| 41288 |
Svg/icons MCP
Claim
320K+ open-source SVG icons: 12 tools, anonymous metadata search; SVG, exports,…
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| 41289 |
mcp-server-silverbullet
Claim
An MCP server that connects a SilverBullet space over its HTTP filesystem API, …
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| 41290 |
Modular RAG MCP Server
Claim
A pluggable, observable modular RAG framework exposing tools via MCP protocol f…
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| 41291 |
secure-comms
Claim
Enables secure communications with built-in EU AI Act compliance through the MC…
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| 41292 |
sociableWiki
Claim
Public, agent-searchable knowledge base about AI-native software development, s…
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| 41293 |
Task Orchestrator MCP is a task orchestration server that helps AI agents execu…
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| 41294 |
mcp-game-helper
Claim
An MCP server for AI-powered game development tools, including combat balancing…
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| 41295 |
Windbg-MCP
Claim
Enables AI-driven WinDbg kernel debugging via the Model Context Protocol, allow…
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| 41296 |
ExpenseTracker
Claim
Enables users to manage personal finances—tracking expenses, income, budgets, a…
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| 41297 |
Kortx MCP Server
Claim
A lightweight MCP server that provides coding copilots with access to GPT-5, Pe…
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| 41298 |
mcp-tool-server
Claim
A secure, production-grade MCP server that provides filesystem operations, AST …
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| 41299 |
Verifies AI agent wallets, domains and manifests before any transaction. Return…
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| 41300 |
Keyless hosted MCP: pre-signature x402 payment verdict (GO/HOLD/STOP) with a si…
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