MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 3 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41351 |
KanbanThing
Claim
Create and drive KanbanThing kanban boards. No account, no API key, board link …
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| 41352 |
Overall Equipment Effectiveness tools for AI agents: factors, waterfall, six lo…
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| 41353 |
skilldb-mcp
Claim
MCP server for SkillDB that enables AI assistants to search, load, and manage A…
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| 41354 |
An MCP server implementation that integrates with SiYuan Note system, enabling …
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| 41355 |
MDAN
Claim
Multi-Agent Development Agentic Network that enables AI-driven software develop…
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| 41356 |
Dify Management MCP
Claim
Enables programmatic management of a Dify instance, including datasets, apps, a…
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| 41357 |
Recao
Claim
Rank a competitor's EU App Store ads by longevity. From Apple's official Ad Rep…
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| 41358 |
intlpull
Claim
AI-powered i18n platform with 50+ tools for translations, OTA releases, and mor…
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| 41359 |
CountryCallingCodes
Claim
Read-only MCP server and JSON API for international country calling codes, ISO …
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| 41360 |
speech-mcp-server
Claim
MCP server integrating VolcEngine for automatic speech recognition (ASR) and te…
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| 41361 |
corviapp
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| 41362 |
Enables AI-powered multi-provider routing and chat through an MCP interface, wi…
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| 41363 |
Nexus Alpha Geometry
Claim
Finance research agent for thesis, trade note, and market-state review.
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| 41364 |
research-assistant-mcp
Claim
An MCP server that enables saving, retrieving, and managing research content us…
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| 41365 |
godot-mcp
Claim
MCP server for Godot editor automation.
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| 41366 |
YanceLint MCP Server
Claim
Enables AI coding assistants like Claude Code to perform real-time code linting…
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| 41367 |
Enables AI assistants to manage film equipment inventory, clients, rental sessi…
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| 41368 |
Provides a standardized interface for interacting with Ghost-Content tools and …
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| 41369 |
mathematica-mcp
Claim
Enables AI agents to run Mathematica code, control live notebooks, and verify r…
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| 41370 |
content-distribution
Claim
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
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| 41371 |
genefoundry
Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
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| 41372 |
git-insight-mcp
Claim
Semantic git queries beyond `git log`: who-touched (blame grouped by author wit…
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| 41373 |
toolkit-mcp
Claim
An MCP server offering developer utilities including JSON validation, base64 en…
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| 41374 |
mcp
Claim
European road freight and moving prices: quotes, dated price index, glossary, o…
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| 41375 |
better-notes
Claim
A personal knowledge management MCP server that enables capturing daily notes, …
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| 41376 |
Daiso MCP Server
Claim
Connects AI models to real-time search and inventory data for major South Korea…
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| 41377 |
seerr-mcp-server
Claim
Search Jellyseerr/Overseerr, check availability, and create guarded media reque…
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| 41378 |
wezterm-agent-mcp
Claim
Enables orchestration of multiple AI coding agents (Claude Code, Gemini CLI, et…
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| 41379 |
@maheidem/linkedin-mcp
Claim
Integrates with Claude to enable LinkedIn post creation, profile optimization, …
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| 41380 |
quant-data-server
Claim
Real-time web scraping and crypto price oracle MCP server. Pay 1 USDC on Base b…
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| 41381 |
mcp-svg-render
Claim
Renders SVG to PNG so AI agents can see the SVG they generate.
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| 41382 |
arcade-scavio
Claim
Enables real-time search across Google, News, Reddit, YouTube, and Amazon using…
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| 41383 |
IcebergMCP
Claim
Enables natural language interaction with Apache Iceberg Lakehouse tables throu…
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| 41384 |
MCP server that enables semantic search over macroeconomic data using the Lambd…
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| 41385 |
brain-protocol
Claim
Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local …
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| 41386 |
agent-rate-limiter-mcp
Claim
Fleet-wide shared rate limiter for A2A + multi-MCP deployments. Most MCP server…
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| 41387 |
siftingio-mcp
Claim
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
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| 41388 |
OpenAra
Claim
An open-source local MCP server for macOS that provides desktop control tools (…
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| 41389 |
Mailrith Email Marketing
Claim
Manage Subscribers, Broadcasts, Sequences, Automations, and reporting in Mailri…
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| 41390 |
Gmail MCP Server
Claim
A Windows-first Python MCP server for Gmail that reads unread emails and create…
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| 41391 |
mcp-data-bloomington
Claim
Enables querying and exploring Bloomington Open Data catalog with tools for sea…
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| 41392 |
ebay-mcp
Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
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| 41393 |
ZIM MCP Server
Claim
Enables large language models to directly access and search content in ZIM file…
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| 41394 |
proofdrop-mcp
Claim
Enables AI agents to upload temporary public review artifacts (screenshots, scr…
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| 41395 |
YouTube MCP Server
Claim
Enables interaction with YouTube's Data API through MCP, providing tools for ch…
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| 41396 |
laravel-herd-mcp
Claim
Connects Claude or any MCP client to Laravel Herd, providing 218 tools to manag…
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| 41397 |
deep-code-security
Claim
Multi-language SAST and AI-powered fuzzing MCP server for Claude Code integrati…
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| 41398 |
RightCard
Claim
Which of your credit cards to use at any store, from verified bank data. No ban…
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| 41399 |
vClinic MCP Server
Claim
Enables AI agents to manage virtual clinic data including patients, visits, dia…
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| 41400 |
desktop-control
Claim
Enables GUI automation by capturing screen, controlling mouse/keyboard, and tar…
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