MCP Server Quality Scores
Independent quality analysis of 43634 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35301 |
Boilerplate MCP Server
Claim
A foundation for developing custom Model Context Protocol servers in TypeScript…
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| 35302 |
MCP Chat Server
Claim
Enables interactive chat with AI models via Anthropic API, supporting document …
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| 35303 |
mssql-mcp
Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
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| 35304 |
dountdown
Claim
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| 35305 |
mcp-server-steam
Claim
Integrates with Steam Web API to enable querying user profiles, game libraries,…
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| 35306 |
caveman-mcp
Claim
MCP server that compresses markdown files into caveman-style prose, cutting tok…
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| 35307 |
MCP server for Android device automation via ADB, enabling screen control, phon…
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| 35308 |
PolarionMcp
Claim
A CLI-first Polarion ALM client with MCP server support for AI assistants, enab…
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| 35309 |
Mountaineers MCP Server
Claim
Enables AI assistants to search and browse mountaineers.org for activities, cou…
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| 35310 |
SSH Session MCP
Claim
Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking,…
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| 35311 |
IDA Pro MCP Multi
Claim
Extends IDA Pro with multi-instance support and vulnerability scanning for AI-a…
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| 35312 |
zentric-protocol-mcp
Claim
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
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| 35313 |
Apple RAG MCP
Claim
Provides AI agents with instant access to official Apple developer documentatio…
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| 35314 |
Resend Email Server
Claim
Enable automated email resending capabilities through a standardized protocol. …
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| 35315 |
MCP MediaCrea
Claim
Enables image generation, editing, and blending using Gemini 2.5 Flash capabili…
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| 35316 |
tracecat-mcp-community
Claim
Enables AI assistants to fully control a Tracecat SOAR platform instance throug…
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| 35317 |
Oura Ring Connect
Claim
Connect your Oura Ring account for secure access to your data. Generate an auth…
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| 35318 |
soft-ue-cli
Claim
MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ comma…
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| 35319 |
OpenAI MCP Server
Claim
Provides comprehensive access to OpenAI's API capabilities including chat compl…
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| 35320 |
AI-powered assistant that connects Claude to video encoding workflows, translat…
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| 35321 |
joulescope-mcp
Claim
MCP server for the JouleScope JS220 precision energy analyzer, enabling agents …
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| 35322 |
poly-cloud-mcp
Claim
Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure…
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| 35323 |
respec-mcp
Claim
A stdio MCP server that wraps ReSpec rendering with repo-local profiles, enabli…
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| 35324 |
Connect MCP
Claim
An Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, s…
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| 35325 |
dagster-mcp
Claim
An MCP server that gives AI agents full visibility and control over your Dagste…
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| 35326 |
Volta Notes
Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
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| 35327 |
chatlab-mcp
Claim
Enables AI assistants to query local ChatLab chat history using natural languag…
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| 35328 |
GeoRanker MCP Server
Claim
An agent-friendly MCP server for the GeoRanker High-Volume API, enabling SEO ra…
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| 35329 |
An MCP server that provides access to [Polygon.io](https://polygon.io/) financi…
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| 35330 |
USBTMC MCP Server
Claim
Enables controlling multiple USBTMC (USB Test and Measurement Class) devices si…
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| 35331 |
OneClickLM
Claim
A robust MCP server for NotebookLM that provides auto-healing authentication, z…
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| 35332 |
Museum MCP Server
Claim
Enables AI agents to search and explore over 570,000 artworks from the Metropol…
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| 35333 |
Arthas MCP Server
Claim
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
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| 35334 |
mcp-coinmarketcap
Claim
Enables AI agents to query cryptocurrency data including prices, market cap, ra…
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| 35335 |
brag-fast
Claim
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| 35336 |
genai-lab
Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
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| 35337 |
avengers-squad
Claim
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| 35338 |
An MCP server that enforces runtime authorization for tool calls using Stage0 p…
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| 35339 |
DB_Talk
Claim
Enables natural language interaction with SQLite databases using LangChain and …
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| 35340 |
MCP server for browser debugging, inspection, and verification that streams con…
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| 35341 |
@run-iq/mcp-server
Claim
MCP server exposing a parametric policy engine for evaluating, simulating, and …
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| 35342 |
SEO Performance MCP
Claim
Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expa…
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| 35343 |
click-to-mcp
Claim
Converts any Python Click or Typer CLI into an MCP server automatically — zero-…
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| 35344 |
Drip MCP Server
Claim
Enables AI assistants to manage Drip email marketing automation, including subs…
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| 35345 |
Advanced MCP server for Godot 4.6+ with 63 professional tools, enabling AI-assi…
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| 35346 |
packmate-mcp
Claim
MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analy…
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| 35347 |
Enables bidirectional lookup of Mi'kmaq and English words with definitions and …
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| 35348 |
Systems Manager
Claim
Enables AI agents to manage system updates, application installations, and remo…
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| 35349 |
yandex-mail-mcp
Claim
Provides 28 tools to read, search, send, and manage Yandex Mail emails via the …
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| 35350 |
EVOKORE-MCP
Claim
Multi-server MCP aggregator with 266 skills, an orchestration runtime, fleet/cl…
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