MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 6 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48551 |
mcp-image-optimizer
Claim
A Model Context Protocol server for image optimization with advanced transforma…
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| 48552 |
xenodocs-mcp-server
Claim
Fetches up-to-date, version-specific documentation and code examples for any li…
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| 48553 |
OSM MCP Analytics Server
Claim
Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
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| 48554 |
mcp-token-saver
Claim
Real-time Claude.ai subscription awareness for AI coding assistants. Surfaces l…
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| 48555 |
graylog-mcp
Claim
Enables querying Graylog log management system for messages using natural langu…
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| 48556 |
embedded-mcp
Claim
Lets AI assistants read, command, and debug microcontrollers over a serial conn…
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| 48557 |
Enables LLMs to query the RCE Cultural Heritage SPARQL endpoint using ontology …
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| 48558 |
mnemory
Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
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| 48559 |
mcp-dns-insights
Claim
Captures DNS queries leaving your Mac and serves them to Claude via MCP for tra…
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| 48560 |
llm-backlog
Claim
MCP server for managing a project backlog as Markdown files in Git, enabling AI…
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| 48561 |
An MCP server that enforces runtime authorization for tool calls using Stage0 p…
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| 48562 |
sec-shodan-mcp
Claim
Provides access to Shodan's IoT search engine API for device search, host intel…
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| 48563 |
MCP PJe Server
Claim
Enables interaction with Brazil's Electronic Judicial Process (PJe) system to s…
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| 48564 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 48565 |
MySQL MCP Server
Claim
Connects MCP-compatible clients like Claude to a MySQL database, enabling schem…
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| 48566 |
ARIA
Claim
Autonomously researches any topic: searches web, scrapes sources, extracts insi…
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| 48567 |
BedVibe Mail Bridge
Claim
A local Windows desktop app and MCP server that allows AI assistants to read, s…
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| 48568 |
Generate and validate LocalBusiness JSON-LD for local SEO. Free tools, no key n…
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| 48569 |
Enables AI to save, organize, search, and synthesize research materials using a…
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| 48570 |
codemap-3d
Claim
MCP server that parses source code into a graph of symbols and relationships, e…
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| 48571 |
kagi-server
Claim
MCP server integrating the Kagi Search API to perform web searches using the ka…
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| 48572 |
Enables querying Slovenian competition data including AVK enforcement decisions…
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| 48573 |
stim-mcp-server
Claim
MCP server wrapping Google's Stim stabilizer circuit simulator. Wire it up to a…
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| 48574 |
Kuvera MCP
Claim
Connects AI assistants to Kuvera mutual fund portfolios, enabling real-time que…
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| 48575 |
OSV-Scanner-MCP
Claim
Enables scanning Java (Maven) projects for known vulnerabilities via natural la…
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| 48576 |
MCP Local FastMCP Server
Claim
A FastMCP server providing web search, scraping, image extraction, and mail pla…
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| 48577 |
web-network-tools
Claim
DNS lookup, WHOIS, SSL checker, and HTTP status tools. Uses public APIs only, n…
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| 48578 |
Enables AI assistants to diagnose, troubleshoot, and manage PC settings on Wind…
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| 48579 |
Kobo MCP Server
Claim
Enables reading and writing to KoBoToolbox via MCP, including creating forms, d…
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| 48580 |
wunder-user-mcp
Claim
An MCP server that exposes the Wunder Mobility v2 end-user API as tools, enabli…
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| 48581 |
Humanizer Pro
Claim
Humanize AI generated content to bypass all ai detectors
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| 48582 |
Classroom Suite MCP
Claim
Unified MCP server for Google Classroom, Drive, and Docs, enabling AI assistant…
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| 48583 |
document-converter-mcp
Claim
Converts documents between Markdown, PDF, DOCX, and HTML locally with AI-friend…
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| 48584 |
Kubecost MCP Server
Claim
An implementation that enables AI assistants to interact with Kubecost cost man…
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| 48585 |
time-left-mcp-chatgpt
Claim
Provides a single tool to display visual progress bars for time remaining in th…
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| 48586 |
Smart File Manager MCP
Claim
An AI-powered file management system that integrates with Claude Desktop to pro…
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| 48587 |
postlayer-connect
Claim
A local MCP server that enables AI assistants to post to social media platforms…
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| 48588 |
ProjectMemory
Claim
A proof-of-concept MCP server for security research demonstrating a multi-phase…
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| 48589 |
Deepin MCP Servers
Claim
A model context protocol server for Deepin Linux, providing system control, fil…
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| 48590 |
A boilerplate for building MCP servers using TypeScript, with example tools lik…
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| 48591 |
fittok
Claim
An MCP server that filters and compresses context by 80-90% before sending to a…
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| 48592 |
suasor
Claim
A local-first AI secretary that gathers your work context into private memory a…
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| 48593 |
Mermaid Studio
Claim
Enables AI to create, edit, and manage Mermaid diagrams via MCP, with real-time…
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| 48594 |
Image-Vision MCP Server
Claim
Enables text-only language models to 'see' and describe images by calling multi…
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| 48595 |
OpenCode MySQL Connector
Claim
A MySQL MCP server providing tools to query and explore MySQL databases via std…
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| 48596 |
todo-mcp-server
Claim
Enables Gemini CLI and other AI assistants to manage todos (create, read, updat…
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| 48597 |
origin-MCP
Claim
Enables AI assistants to control Origin 2025b for scientific plotting via natur…
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| 48598 |
mcp-myvariant
Claim
Enables querying metadata from MyVariant.info, a comprehensive variant annotati…
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| 48599 |
hermai-cli
Claim
Hermai MCP server — look up, submit, and classify website API schemas from any …
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| 48600 |
mcp-nextdoor
Claim
An MCP server for Nextdoor that automates neighborhood feed browsing, marketpla…
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