MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39501 |
After Effects MCP Server
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Enables AI assistants to control Adobe After Effects through the MCP protocol, …
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| 39502 |
API-to-MCP Converter
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Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
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| 39503 |
Cakemail API MCP Server
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An MCP server that provides AI agents with direct access to authoritative Cakem…
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| 39504 |
scrumdo-mcp
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Connects MCP-compatible AI tools to ScrumDo boards, enabling card, task, commen…
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| 39505 |
ecommerce-store-mcp
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Enables intelligent ecommerce tools for agents and applications, including prod…
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| 39506 |
Ontolocy MCP Server
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Augments an LLM with Ontolocy cyber graph capabilities, enabling natural langua…
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| 39507 |
ai-model-selector-mcp
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Provides AI assistants with structured access to metadata for 76+ AI models acr…
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| 39508 |
Enables interaction with Hashnode's tools and services through a unified API us…
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| 39509 |
korg-recall-mcp
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Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
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| 39510 |
mcp-file-lens
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An MCP server that provides a flexible lens into directory structures and files…
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| 39511 |
or-info
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Enables AI agents to query OpenRouter model information including prices, ELO r…
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| 39512 |
filemaker-odata-mcp
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MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
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| 39513 |
garoon-mcp-server
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Official local MCP server for Garoon, enabling AI assistants to interact with t…
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| 39514 |
BLUEPRINT.MCP
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Provides architectural memory for AI coding agents, enabling reuse of existing …
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| 39515 |
mcp-apps
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Enables interacting with YouTube Data API v3 through MCP tools (get-video, get-…
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| 39516 |
mcp-test-test
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Multiply numbers quickly and accurately within your workflows. Automate repetit…
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| 39517 |
openapi-fetch-mcp
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A CLI tool that registers OpenAPI GET endpoints as MCP tools, enabling API requ…
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| 39518 |
github-mcp
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Enables AI assistants to directly operate GitHub repositories, such as listing …
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| 39519 |
AWS S3 MCP Server
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Enables browsing S3 buckets and objects, and generating secure presigned URLs f…
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| 39520 |
mcp-md-pdf
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Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
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| 39521 |
Pagos Data MCP Server
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Enables users to retrieve BIN data for a given BIN number, with optional enhanc…
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| 39522 |
SheetForge MCP
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Local-first Excel MCP server for AI agents enabling structured reads, workbook …
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| 39523 |
UniFuncs MCP Server
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Provides web search, content extraction, and deep research capabilities through…
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| 39524 |
docx-mcp-server
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A local MCP server for reading and editing Word (.docx) documents with 33 tools…
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| 39525 |
mcp-media-engine
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MCP server for AI-powered image, audio, and video generation, enabling media cr…
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| 39526 |
schoology-mcp
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An MCP server that automates login to PAUSD Schoology via ClassLink and provide…
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| 39527 |
Canvas MCP Server
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Enables AI assistants to manage Canvas LMS courses, announcements, rubrics, ass…
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| 39528 |
OpenWeatherMap_MCP
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Provides current weather and forecasts for any city via natural language, using…
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| 39529 |
http-client-mcp
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An MCP server that provides HTTP client capabilities with support for full HTTP…
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| 39530 |
Enables AI assistants to generate UI components and web interfaces from natural…
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| 39531 |
Distributed MCP Server
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Provides tools for querying Chinese criminal law, US weather alerts, Azure pric…
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| 39532 |
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, an…
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| 39533 |
D&D Knowledge Navigator
Claim
Connects AI assistants to Dungeons & Dragons 5e game information via the Model …
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| 39534 |
Interagent
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An MCP server that enables multiple Claude Code agents to communicate, share me…
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| 39535 |
Files MCP Server
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An MCP server for local testing that enables file management operations, requir…
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| 39536 |
repobase-mcp
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MCP server for indexing and searching Git repositories with AI. Enables tools l…
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| 39537 |
market-intelligence
Claim
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
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| 39538 |
mac2win-zip MCP Server
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Creates Windows-compatible ZIP files from macOS by normalizing Unicode filename…
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| 39539 |
Docker MCP Server
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Universal Docker MCP server for AI assistants (Cursor, Claude Desktop). Manage …
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| 39540 |
all-agents-mcp
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Enables orchestrating multiple AI CLI agents (Claude Code, Codex, Gemini CLI, C…
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| 39541 |
Mittwald MCP Server
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Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
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| 39542 |
valerie-mcp
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French real estate AI: DVF transactions, internet coverage, market insights. Fr…
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| 39543 |
Enables building AI-powered Slack apps using the Slack MCP server and OpenAI mo…
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| 39544 |
DataPacket MCP Server
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An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
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| 39545 |
Linear MCP Server
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Enables interaction with Linear workspace through the Model Context Protocol, s…
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| 39546 |
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
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| 39547 |
engmanager-mcp
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Provides LLMs with structured workflow guidance and next-step instructions for …
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| 39548 |
victron-tcp
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Connect AI assistants to Victron Energy systems to read real-time solar, batter…
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| 39549 |
ChEMBL-MCP-Server
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A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
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| 39550 |
mcp-docsrs
Claim
A Docs.rs MCP server that enables AI models to deeply access Rust crate documen…
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