MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67451 |
Plotter Studio
Claim
An MCP server that gives AI agents eyes and a robotic arm to compose and iterat…
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| 67452 |
hawksoft-mcp
Claim
Enables natural language interaction with HawkSoft insurance agency management …
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| 67453 |
Lofty MCP Server
Claim
Enables AI agents to interact with Lofty CRM via natural language, providing 12…
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| 67454 |
Guardian Ops
Claim
Enables network vulnerability scanning and CVE detection through an AI assistan…
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| 67455 |
kanka-mcp
Claim
Enables MCP-compatible agents to authenticate to a Kanka account and interact w…
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| 67456 |
telegram-user-mcp
Claim
An MCP server that connects to Telegram as your real user account and exposes r…
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| 67457 |
재활용척척
Claim
Guides correct disposal methods for confusing household waste items. Provides t…
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| 67458 |
MCP Database Bridge
Claim
A secure, read-only MCP server that empowers Claude Desktop and AI agents to sa…
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| 67459 |
An MCP server that provides tools for financial analysis and investment researc…
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| 67460 |
onyx-mcp
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| 67461 |
Universal MCP server for local filesystem skills with lazy loading and context-…
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| 67462 |
Swimlanes.io MCP Server
Claim
Enables AI assistants to generate sequence diagrams from textual descriptions u…
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| 67463 |
@us-all/dbt-mcp
Claim
A read-only MCP server that exposes dbt project artifacts and data quality resu…
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| 67464 |
github-mcp-connector
Claim
MCP server for GitHub: repos, files, issues, PRs, search. Single Go binary.
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| 67465 |
portainer-mcp-server
Claim
MCP server for Portainer REST API that enables AI assistants to manage Docker c…
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| 67466 |
mcp-java-dev-tools
Claim
Bridges agentic coding tools and live Java runtime behavior through a lightweig…
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| 67467 |
spine-curated
Claim
A curated selections of tools and writing from the Underground Cultural Distric…
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| 67468 |
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
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| 67469 |
memos-mcp-server
Claim
Bridges MCP-compatible IDEs to a local MemOS instance, enabling notes from edit…
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| 67470 |
MCP Server Creator
Claim
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
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| 67471 |
RuleDEX MCP Server
Claim
Provides AI-powered, context-aware development guidance with tools for coding r…
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| 67472 |
MCP DeFiLlama Airdrops
Claim
Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiL…
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| 67473 |
Extracts captions, metadata, and descriptions from YouTube videos to enable AI …
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| 67474 |
Provides AI agents with access to US patent data through 16 tools for search, c…
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| 67475 |
AllocContext
Claim
Portfolio-aware crypto context for AI agents. Discover holdings, market,
sentim…
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| 67476 |
dbSNP MCP Plugin
Claim
An MCP plugin that provides access to NCBI's dbSNP database, allowing developer…
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| 67477 |
Open Helplines
Claim
CC0 open-data registry of community support helplines worldwide. TypeScript MCP…
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| 67478 |
sg-weather-mcp
Claim
Wraps NEA's 2-hour weather forecast API to provide rain alerts for central Sing…
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| 67479 |
Create and manage forms, collect submissions — a headless form builder powered …
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| 67480 |
Keephub MCP Server
Claim
Enables LLMs to interact with the Keephub REST API for managing content, tasks,…
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| 67481 |
Crow
Claim
AI-powered project management with persistent memory, encrypted P2P sharing, an…
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| 67482 |
pptx-mcp-server
Claim
A Model Context Protocol (MCP) server that lets any AI model create standardise…
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| 67483 |
appstore-connect-mcp
Claim
Enables management of App Store Connect operations such as listing apps, managi…
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| 67484 |
Azure FinOps MCP Server
Claim
Analyzes Azure cloud costs, audits for waste, and provides budget insights via …
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| 67485 |
Company Docs MCP Server
Claim
Provides read-only access to company GitHub repositories, enabling code search,…
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| 67486 |
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
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| 67487 |
MCP Search & Fetch
Claim
Provides web search and page fetching capabilities using Ollama's API.
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| 67488 |
FrameThrower
Claim
Film stills from 5,489 films, searchable by lighting, lens character, shot size…
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| 67489 |
jira_just_ai
Claim
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| 67490 |
invoice-generator-ai-mcp
Claim
invoice-generator-ai-mcp MCP server by MEOK AI Labs
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| 67491 |
The Investor Hat Shop
Claim
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
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| 67492 |
mcp-taskwarrior-ai
Claim
An AI-native Taskwarrior bridge that provides natural language task management …
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| 67493 |
quick-media-mcp
Claim
MCP server for screen recording and screenshots, bridging Claude Code with Chro…
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| 67494 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 67495 |
Python REPL MCP Server
Claim
Provides a persistent Python REPL session as a tool for executing code, managin…
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| 67496 |
0g-mcp-server
Claim
An MCP server enabling AI agents to interact with the 0G blockchain, including …
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| 67497 |
bitcoinbenji-mcp
Claim
Lightning-paid (L402) Bitcoin mempool intelligence + sovereign on-prem AI infer…
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| 67498 |
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
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| 67499 |
FleetQ
Claim
**AI Agent Mission Control** — orchestrate AI agents, experiments, workflows, c…
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| 67500 |
nahdd123
Claim
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