MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37301 |
dangerous-skills-mcp
Claim
A TypeScript MCP server delivering a vendored 'dangerous skills' corpus and adv…
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| 37302 |
Aristotle MCP Server
Claim
An MCP server that wraps Aristotle's automated theorem prover for Lean 4, allow…
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| 37303 |
Specifai MCP Server
Claim
A Model Context Protocol (MCP) server for Specifai project integration and auto…
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| 37304 |
agentsmd-memory
Claim
MCP server for managing project memory in AGENTS.md. Allows agents to record an…
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| 37305 |
mnemo
Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
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| 37306 |
Hebbrix MCP Server
Claim
Provides long-term memory and a temporal knowledge graph for AI agents, enablin…
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| 37307 |
Thoth-Mem
Claim
Persistent memory for AI coding agents, storing learned architecture decisions,…
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| 37308 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
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| 37309 |
NoteDiscovery
Claim
Self-hosted plain-markdown knowledge base with a built-in MCP server. Lets Clau…
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| 37310 |
chatgpt-codex-local-mcp
Claim
A secure MCP server that exposes local repository context to ChatGPT/Codex with…
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| 37311 |
Civil 3D MCP Server
Claim
Enables AI assistants to write and execute C# code directly inside Autodesk Civ…
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| 37312 |
locateanything
Claim
A local GeoGuessr-for-real-life: reads EXIF GPS and reasons over visual clues u…
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| 37313 |
x402station
Claim
Pre-flight oracle for x402 — detect decoys, zombies, and price traps before age…
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| 37314 |
mt5ctl
Claim
An MCP server for operating headless MetaTrader 5 terminals — over SSH, from yo…
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| 37315 |
Cybersecurity-MCP-Server
Claim
Cybersecurity reconnaissance server for Claude. WHOIS lookup, DNS enumeration w…
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| 37316 |
MCP Launch Assistant
Claim
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
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| 37317 |
ANSYS MCP Server
Claim
Enables natural language-driven ANSYS simulations (Fluent, Mechanical, Geometry…
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| 37318 |
zoom-summaries
Claim
Enables users to fetch Zoom meeting summaries and write them into matching Obsi…
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| 37319 |
lu-eli-mcp
Claim
Enables querying Luxembourg legislation metadata and full Akoma Ntoso text via …
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| 37320 |
MTIB MCP Server
Claim
Enables Claude Code to interact with embedded hardware test benches via MTIB gR…
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| 37321 |
mcp-nsa
Claim
MCP server for Polish administrative case-law (NSA + regional administrative co…
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| 37322 |
seaworthy-mcp
Claim
Disability insurance brokerage: submit a quote request on a user’s behalf, plus…
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| 37323 |
WLST MCP Server
Claim
MCP server for Oracle WebLogic Server administration using WLST, enabling serve…
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| 37324 |
UI Canvas MCP
Claim
Enables AI agents to read and manipulate visual UI designs drawn on a canvas, t…
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| 37325 |
wp-seo-mcp
Claim
This MCP server automates WordPress SEO blog creation from content generation t…
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| 37326 |
discord-mcp
Claim
A read-only Discord MCP server that allows AI agents to list channels, read mes…
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| 37327 |
TradingView MCP Bridge
Claim
Enables AI assistants to interact with locally running TradingView Desktop for …
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| 37328 |
TrainingPeaks MCP
Claim
Connect TrainingPeaks to Claude and other AI assistants via the Model Context P…
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| 37329 |
gl-mcp-feedback
Claim
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
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| 37330 |
Web Search MCP
Claim
Provides LLMs with real-time web search and content extraction capabilities, in…
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| 37331 |
aurum-mcp
Claim
Queries Aurum design system components, tokens, icons, Figma node IDs, and chan…
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| 37332 |
mochi-mcp
Claim
MCP server for Mochi Cards API, enabling AI assistants to manage flashcards, de…
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| 37333 |
asc-mcp
Claim
An opinionated MCP server for App Store Connect that provides 13 curated tools,…
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| 37334 |
apex-memory
Claim
Persistent memory for AI coding agents. Enables agents to save and recall decis…
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| 37335 |
Loreum MCP Server
Claim
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
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| 37336 |
dTelecom STT
Claim
Real-time speech-to-text for AI assistants. Transcribe audio files with product…
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| 37337 |
A remote MCP server template for Cloudflare Workers that enables deploying cust…
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| 37338 |
toio-mcp
Claim
Controls toio robot cubes via natural language through BLE, enabling movement, …
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| 37339 |
NEXUS Memory MCP App
Claim
A sovereign, six-layer permanent memory system that provides users with a struc…
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| 37340 |
mcp-file-lens
Claim
An MCP server that provides a flexible lens into directory structures and files…
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| 37341 |
Repliers MCP Server
Claim
Provides AI assistants access to real-time MLS data via the Repliers API, enabl…
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| 37342 |
SuzyQ MCP Server
Claim
Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, sup…
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| 37343 |
FinSage MCP
Claim
Connects AI agents to the Finnhub API for real-time stock quotes, market news, …
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| 37344 |
CaddyUI MCP
Claim
Enables inspection and management of Caddy reverse proxy configuration via Cadd…
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| 37345 |
SkyFi MCP Server
Claim
Enables AI agents to search, price, order, and monitor satellite imagery from t…
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| 37346 |
ZenStack MCP Auth Server
Claim
Enables auto-generated CRUD operations with authentication and authorization fo…
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| 37347 |
CISA KEV MCP Server
Claim
Provides access to CISA's Known Exploited Vulnerabilities catalog via the Model…
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| 37348 |
mdMCP
Claim
Turns Markdown files into local MCP servers, enabling users to define and run t…
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| 37349 |
A Python MCP server that decompiles Android APK/XAPK/JAR/AAR files and extracts…
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| 37350 |
cortexmem
Claim
Persistent memory for AI coding agents. Builds semantic memory from git history…
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