MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32401 |
MCP server for managing Caddy web servers via the admin API
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| 32402 |
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
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| 32403 |
lore-mcp
Claim
Persistent knowledge layer for AI agents. KB, investigation threads, journal wi…
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| 32404 |
hello-mcp
Claim
A minimal MCP server providing greeting, addition, and time zone tools, plus st…
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| 32405 |
mcp-cybersec-server
Claim
MCP server that supports cybersecurity operations by providing CVE lookup, risk…
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| 32406 |
Uruguay DGI e-Factura (CFE): AI agents submit signed sobres to DGI e-invoicing,…
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| 32407 |
Antigravity Agent Config
Claim
Provides tools to manage, initialize, and synchronize standardized agent config…
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| 32408 |
scribe
Claim
Manage Scribe email signatures: templates, teammates, smart fields and campaign…
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| 32409 |
mcp-openstates
Claim
Access U.S. state legislative data including bills, legislators, and votes acro…
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| 32410 |
vision-squeezer
Claim
Cut vision API token costs by snapping images to tile boundaries. Claude, GPT-4…
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| 32411 |
illustrator-mcp
Claim
Control Adobe Illustrator with natural language from any MCP client, enabling d…
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| 32412 |
trello-mcp
Claim
Enables interaction with Trello boards, lists, and cards through MCP-compatible…
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| 32413 |
calendar-app-mcp
Claim
Enables AI assistants to access and interact with macOS Calendar.app events and…
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| 32414 |
asana-mcp
Claim
Enables to interact with Asana through Claude, with read and write tools for ta…
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| 32415 |
ScarletPlan
Claim
Local-first Rutgers course planning assistant that answers 'what should I take …
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| 32416 |
TMS Development Wizard
Claim
Enables rapid exploration and integration of Omelet's Routing Engine and iNavi'…
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| 32417 |
mcp-memory-keeper
Claim
A local MCP server using SQLite to unify context and memory across multiple AI …
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| 32418 |
memories-ai-mcp
Claim
Enables Claude Desktop to upload, transcribe, search, summarize, and chat with …
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| 32419 |
comsol-mcp-server
Claim
Enables AI agents to automate COMSOL Multiphysics simulations, including model …
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| 32420 |
arcgis-pro-mcp
Claim
Drives a live ArcGIS Pro session from Claude via arcpy, enabling layer listing,…
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| 32421 |
Waymark
Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
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| 32422 |
Enables market research and analytics for digital, audio, POD, and ebook publis…
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| 32423 |
powerbi-mcp-server
Claim
Enables natural language interaction with Power BI Desktop via MCP, allowing DA…
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| 32424 |
Public API MCP Server
Claim
Transforms OpenAPI specs into an MCP server, enabling dynamic API interaction t…
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| 32425 |
Obsidian MCP Server
Claim
Enables Obsidian users to interact with various APIs through natural language b…
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| 32426 |
oitvoip-mcp-server
Claim
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
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| 32427 |
obsidian-rag-mcp
Claim
MCP server that integrates with LM Studio to provide a search_notes tool, allow…
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| 32428 |
desktop-calendar-tauri
Claim
MCP server for a desktop calendar that allows AI agents to manage events, check…
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| 32429 |
zei-world-mcp
Claim
Exposes ESG/CSR data from Zei World to LLMs, enabling sector browsing, company …
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| 32430 |
my-mastra-app
Claim
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| 32431 |
docs-mcp-server
Claim
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| 32432 |
mcp-sudact
Claim
MCP server for Russian court practice (Sudact): full-text case search by law ar…
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| 32433 |
streamable-mcp-server
Claim
A TypeScript boilerplate for building Model Context Protocol servers using the …
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| 32434 |
garmin-local-mcp
Claim
Local-first Garmin data warehouse: sync once to SQLite, analyze trends and corr…
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| 32435 |
talk-safeguard-mcp
Claim
Analyzes suspicious KakaoTalk messages and links using public data samples and …
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| 32436 |
generate-data-mcp
Claim
Thin HTTP wrapper for the Generate-Data.com API, enabling data generation, sche…
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| 32437 |
MCP Yandex Voice
Claim
MCP server for Cursor that generates text responses via Yandex GPT and converts…
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| 32438 |
weather-mcp-server
Claim
A no-API-key-required MCP server that wraps Open-Meteo APIs to provide geocodin…
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| 32439 |
superops-mcp
Claim
Enables interaction with the SuperOps.ai PSA/RMM platform for managing clients,…
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| 32440 |
Garmin MCP Server
Claim
Provides access to Garmin Connect data including daily health metrics, activity…
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| 32441 |
An MCP server that statically audits Solidity smart contracts for common vulner…
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| 32442 |
sangfor-mcp-workflow
Claim
Automates three core workflows for Sangfor Engineer: project all-in-one (Excel …
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| 32443 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 32444 |
@kud/mcp-harness-fme
Claim
Enables reading and toggling feature flags, managing environments, segments, an…
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| 32445 |
A multi-agent operations assistant that answers business questions by searching…
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| 32446 |
Read and write open-source flashcards through split read/write MCP tools.
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| 32447 |
CentralOps MCP Server
Claim
Exposes a curated subset of the CentralOps HTTP API as typed tools for Claude C…
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| 32448 |
opentable-mcp
Claim
OpenTable reservation management: find slots, book, cancel, list reservations, …
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| 32449 |
leboncoin-mcp
Claim
Enables AI assistants to search and consult Leboncoin classified ads through th…
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| 32450 |
alignment-correction-mcp
Claim
An MCP server that acts as an external conscience for AI agents, using Gemini o…
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