MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58351 |
Enables AI assistants to programmatically create and manage information flow di…
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| 58352 |
SignaTrust MCP Server
Claim
Enables AI assistants to manage document signing workflows via natural language…
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| 58353 |
Paper Access MCP
Claim
Local MCP server that enables downloading papers from arXiv, OpenReview, INFORM…
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| 58354 |
GhostInTheShell MCP
Claim
A sandboxed, read-only MCP server that safely exposes system metrics, container…
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| 58355 |
mcp-textbrowser
Claim
A text-first headless browser MCP server that extracts DOM and OCR text from we…
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| 58356 |
UniFi MCP
Claim
Enables management of a local UniFi controller, including devices, clients, net…
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| 58357 |
twitter-mcp-secure
Claim
Security-hardened MCP server for interacting with X.com (Twitter), with a fix t…
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| 58358 |
ScholarMind
Claim
A multimodal academic research assistant for LLM Agent papers, enabling paper s…
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| 58359 |
MCP server enabling AI assistants to create, read, list, and delete Apple Remin…
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| 58360 |
root-signals-mcp
Claim
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| 58361 |
sap-mcp-simulation
Claim
Simulates and intermediates integrations with SAP via OData, exposing automated…
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| 58362 |
governed-mcp
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MCP server that enforces governance on agentic decisions with auditable evidenc…
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| 58363 |
mcp-server-attom
Claim
Exposes ATTOM's real estate API as MCP tools, enabling property details, valuat…
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| 58364 |
Drumbeats MCP
Claim
MCP server for Drumbeats monitoring. Enables creating monitors, triaging incide…
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| 58365 |
A remote MCP server exposing two read-only tools (get_available_stocks, get_lat…
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| 58366 |
Distributed MCP Server
Claim
Provides tools for querying Chinese criminal law, US weather alerts, Azure pric…
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| 58367 |
@zeph-to/mcp-server
Claim
MCP server for AI agents to send notifications, copy to clipboard, request conf…
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| 58368 |
Spanish Public Data MCP
Claim
MCP server for querying Spanish government open data APIs including grants, leg…
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| 58369 |
rcs-mcp
Claim
Enables searching Polish administrative areas and retrieving real estate transa…
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| 58370 |
database-analytics-mcp
Claim
Provides SQLite database analytics operations through MCP, enabling AI assistan…
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| 58371 |
espanso-mcp
Claim
An MCP server for managing Espanso text expansion configurations, enabling AI a…
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| 58372 |
forgekit-radix-mcp
Claim
Exposes Radix Primitives' parts, props, and accessibility contracts to AI codin…
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| 58373 |
lutris-source-mcp
Claim
Closes the find-download-install loop for lutris-mcp by searching Prowlarr, dow…
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| 58374 |
static-mcpify
Claim
Enables AI agents to access structured content by building static Markdown/JSON…
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| 58375 |
upsprint-mcp
Claim
Enables AI models to interact with the Upsprints API for managing users, compan…
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| 58376 |
lookup-domain
Claim
Retrieve comprehensive registration details for any domain. View nameservers, c…
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| 58377 |
YouTube Data MCP Server
Claim
Enables extracting YouTube video transcripts, comments, and search results via …
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| 58378 |
Cortex Resource Manager
Claim
Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
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| 58379 |
PA MCP Server
Claim
Enables interaction with Palo Alto Networks firewalls via XML API for configura…
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| 58380 |
zuul-mcp
Claim
MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management…
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| 58381 |
overmind
Claim
玄霖超脑 · 无量网络 v4 重构版— 66 模块6通道 AI 认知神经系统 · 装一次,你所有的 AI 工具从此共享一个永远不失忆的大脑。跨会话记忆 · 多…
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| 58382 |
Futurykon MCP Server
Claim
Connects AI agents to the Futurykon prediction platform, enabling them to query…
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| 58383 |
federal-spend-ai
Claim
MCP server for analyzing Canadian federal spending data, offering tools for con…
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| 58384 |
word2pdf_hello_mcp3
Claim
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
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| 58385 |
jira-run-mcp
Claim
An MCP server for Jira 8 that enables SSO-authenticated issue management, work …
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| 58386 |
Planhat MCP
Claim
Enables interacting with Planhat customer data via natural language, supporting…
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| 58387 |
bambu-printer-mcp
Claim
A Bambu Lab-focused MCP server for controlling Bambu printers, manipulating STL…
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| 58388 |
MCP-Server-Filesystem
Claim
An enhanced Model Context Protocol filesystem server that fixes common limitati…
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| 58389 |
run.pay
Claim
Stripe-native marketplace where AI agents discover and pay per call for API ser…
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| 58390 |
fal.ai MCP Server
Claim
Enables discovery, search, generation, and management of AI models via fal.ai, …
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| 58391 |
RepoMap
Claim
Provides AI assistants with a structured, token-efficient map of a codebase's s…
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| 58392 |
session-coord-mcp
Claim
A local-first MCP server for coordinating parallel AI coding sessions with tool…
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| 58393 |
text-transformer
Claim
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
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| 58394 |
skillet
Claim
Enables AI agents to discover, install, and manage SKILL.md skills from a Git-b…
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| 58395 |
pve-mcp-server
Claim
Enables AI assistants to monitor and analyze Proxmox VE virtualization environm…
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| 58396 |
MCP Help Request Server
Claim
Captures comprehensive context about development issues and facilitates human a…
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| 58397 |
One MCP, many parsers
Claim
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
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| 58398 |
UluAlgorandMCP
Claim
Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
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| 58399 |
mcp-tools-sql
Claim
Provides safe, configurable SQL database access via MCP tools, enabling schema …
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| 58400 |
Simple Ntfy MCP Server
Claim
A lightweight MCP server for sending push notifications via ntfy.sh, supporting…
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