MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36251 |
prime-intellect-mcp
Claim
The server enables Claude Code to rent, drive, and terminate Prime Intellect GP…
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| 36252 |
MCP JustWatch Server
Claim
Enables searching for movies and TV shows and retrieving streaming availability…
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| 36253 |
mcp-doc-search
Claim
Enables searching and retrieving documents from a local folder to ground LLM an…
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| 36254 |
FavCRM
Claim
Agentic CRM for service businesses — bookings, customers, WhatsApp, loyalty, in…
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| 36255 |
riv-mcp
Claim
Riv MCP server — a thin shell over the Riv authorization API (authorize, get_ac…
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| 36256 |
mdurl
Claim
Converts URL content to Markdown, providing two tools: one for extracting main …
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| 36257 |
futurevuls-mcp
Claim
MCP server for FutureVuls vulnerability management service, enabling AI assista…
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| 36258 |
Hayba
Claim
An MCP server enabling AI agents to author Unreal Engine 5 scenes directly, wit…
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| 36259 |
mixamo-mcp
Claim
Enables Claude Code to automate Mixamo: browse/search animations, upload custom…
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| 36260 |
mcp-server
Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
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| 36261 |
MCPico
Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups to r…
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| 36262 |
vps-mcp
Claim
Enables AI assistants to manage VPS servers, domains, DNS records, and SSH keys…
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| 36263 |
Enables reading, writing, and removing metadata from over 150 file formats usin…
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| 36264 |
techno-leave-manager-mcp
Claim
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| 36265 |
swarm-mcp
Claim
MCP server that lets multiple coding-agent sessions on the same machine discove…
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| 36266 |
Math MCP Server
Claim
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
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| 36267 |
MCP Debugger
Claim
Provides debugging capabilities for Python, C, C++, Rust, Swift, and more throu…
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| 36268 |
MCP Character Counter
Claim
Provides detailed character analysis for text, counting total characters, chara…
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| 36269 |
chaoslimba-mcp-server
Claim
MCP server for ChaosLimba — provides read-only access to the Romanian language …
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| 36270 |
jupyter-editor-mcp
Claim
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
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| 36271 |
TokenLab MCP Server
Claim
Read-only MCP server that exposes public TokenLab model catalog tools for agent…
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| 36272 |
SSH MCP Server
Claim
An MCP server that lets an AI assistant run commands and transfer files over SS…
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| 36273 |
MCP Dev Tools
Claim
Provides a comprehensive set of developer utilities including UUID generation, …
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| 36274 |
globalpulse-mcp
Claim
Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviat…
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| 36275 |
DevOps Helper MCP
Claim
Provides tools and slash commands to onboard developers and manage DevOps workf…
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| 36276 |
FileToPDF
Claim
Convert files, HTML, and Markdown to PDF via the FileToPDF API. Bring your own …
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| 36277 |
Obsidian MCP Server
Claim
Enables AI clients like Claude Desktop to search your local Obsidian vault note…
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| 36278 |
lucide-svg-mcp
Claim
An MCP server that provides Lucide icons as SVG, allowing clients to list, sear…
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| 36279 |
tiangong-mcp
Claim
An MCP server for the TianGong platform, enabling users to forge, share, and cu…
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| 36280 |
MCP (Model Context Protocol) Server for the SlideMaster Public API. This server…
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| 36281 |
HKC Memory Server
Claim
An MCP server for managing persistent AI memory using hybrid search (keyword + …
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| 36282 |
MCP Chat Server
Claim
Enables interactive chat with AI models via Anthropic API, supporting document …
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| 36283 |
adpanel-core
Claim
Open-source MCP server that routes tool calls to AdPanel's production gateway f…
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| 36284 |
FOFA MCP Server
Claim
MCP server for querying the FOFA API, enabling network asset search and account…
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| 36285 |
push-notification-mcp
Claim
Sends native macOS push notifications via a single MCP tool, using osascript fo…
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| 36286 |
superfetch
Claim
Intelligent web content fetcher MCP server that converts HTML to clean, AI-read…
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| 36287 |
Scraper Maintenance MCP
Claim
MCP server for automating web scraper maintenance via browser inspection, selec…
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| 36288 |
Notion Schedule Agent
Claim
An MCP server that turns your Notion task list into an AI-optimized daily sched…
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| 36289 |
OCR.space MCP Server
Claim
MCP server for OCR.space API to extract text from images and PDFs, with tools f…
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| 36290 |
AI Applyd
Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
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| 36291 |
MCP Gatekeeper
Claim
Enables users to validate MCP servers, skills, extensions, and packages for sch…
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| 36292 |
Dynamically exposes over 100 Jira Software Cloud REST API operations as fully t…
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| 36293 |
symath
Claim
High-precision mathematics server for MCP clients, providing exact integer arit…
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| 36294 |
Talk2Data InsightGenius
Claim
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
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| 36295 |
sumo-qa
Claim
An MCP server that brings senior-QA discipline to AI coding assistants, enablin…
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| 36296 |
codex-antigravity-bridge
Claim
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
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| 36297 |
@dropdat/mcp
Claim
Enables AI clients to search, retrieve, and save capsules in the user's dropdat…
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| 36298 |
mcp-codebase-oracle
Claim
Analyzes software projects to extract architecture, build dependency graphs, an…
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| 36299 |
mcp
Claim
BillingServ MCP server for customers, invoices, orders, packages, licenses, and…
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| 36300 |
IntuneRosetta-mcp
Claim
Translates raw OMA-URI/CSP path strings into structured, human-readable Intune …
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