MCP Server Quality Scores
Independent quality analysis of 43634 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35401 |
mcp-upstage
Claim
Enables AI assistants to extract and structure content from documents (PDFs, im…
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| 35402 |
MCP-Server-Python
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A sophisticated AI-powered server providing intelligent, context-aware conversa…
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| 35403 |
Streamable HTTP MCP server for Gmail that enables AI agents to search threads, …
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| 35404 |
Postmark MCP Server
Claim
Enables sending and managing emails via Postmark, including email delivery with…
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| 35405 |
mcpify
Claim
Converts any OpenAPI specification into an MCP server, allowing AI assistants t…
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| 35406 |
PiKVM MCP Server
Claim
This MCP server connects AI agents to a PiKVM device, enabling full keyboard, m…
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| 35407 |
mcp-rule
Claim
MCP server for Rule.io marketing automation platform. Enables managing subscrib…
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| 35408 |
raw-web-search
Claim
An experimental MCP search server for Claude Code. Returns raw, verbatim web co…
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| 35409 |
Workspace MCP Server
Claim
Enables AI agents to query MongoDB databases and project management REST APIs t…
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| 35410 |
mcp-gdacs
Claim
Enables querying global disaster alerts from GDACS including earthquakes, tropi…
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| 35411 |
vaspera-hardening
Claim
Enterprise certification for codebases with multi-agent security, reliability, …
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| 35412 |
gmail-mcp6
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| 35413 |
Spec-Tools-MCP
Claim
Centralized MCP server for spec-driven AI agent workflows, enabling isolated fe…
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| 35414 |
design-copier
Claim
Captures webpage styles and HTML, converts CSS to Tailwind, and applies extract…
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| 35415 |
MCP Conductor
Claim
Orchestrates multiple MCP servers through a Deno sandbox, reducing token usage …
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| 35416 |
Echoes MCP Server
Claim
Enables AI integration with the Echoes storytelling platform, providing narrati…
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| 35417 |
mcp-score
Claim
AI-powered music notation server that lets you create and edit scores using nat…
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| 35418 |
Korea Real Estate MCP
Claim
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
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| 35419 |
Enables semantic search over your Cursor IDE chat history by vectorizing prompt…
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| 35420 |
AgentMailbox
Claim
Enables AI agents to maintain persistent context across sessions, restarts, and…
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| 35421 |
tt
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| 35422 |
sensitive-lexicon-mcp
Claim
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
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| 35423 |
Outlook MCP Server
Claim
Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
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| 35424 |
SleepBlocker MCP
Claim
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
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| 35425 |
Exposes OpenAPI specifications as queryable documentation resources for LLMs, e…
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| 35426 |
Txa_MCP
Claim
Professional local context management and system diagnostic tools for AI IDEs (…
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| 35427 |
One MCP, many parsers
Claim
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
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| 35428 |
json-sanity
Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
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| 35429 |
Provides AI coding agents with structured access to indexed codebases via seman…
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| 35430 |
Fashion
Claim
Create professional-quality fashion product photography, on-model shots, and ed…
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| 35431 |
Gmail MCP Server
Claim
Enables programmatic interaction with Gmail using OAuth 2.0 authentication, all…
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| 35432 |
VaultAssist
Claim
Enables natural language control over Google Workspace (Gmail, Drive, Calendar,…
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| 35433 |
skip-hire-ai-mcp
Claim
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…
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| 35434 |
Canny MCP Server
Claim
Enables interaction with Canny.io customer feedback platform through natural la…
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| 35435 |
silentwatch-mcp
Claim
An MCP server that surfaces scheduled-job state and detects silent failures (ex…
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| 35436 |
smithsonian-mcp-server
Claim
Search 19.4M Smithsonian Open Access objects, get CC0 images, find cross-collec…
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| 35437 |
Ozon MCP Server
Claim
MCP server for Ozon marketplace that enables AI assistants to search products, …
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| 35438 |
google-slides-mcp
Claim
Enables creating, reading, and modifying Google Slides presentations programmat…
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| 35439 |
Enables the creation and deployment of API-based MCP tools for Cursor Agent usi…
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| 35440 |
TrueNAS Scale MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants to manage True…
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| 35441 |
DaVinci MCP Server
Claim
Enables AI assistants to manage and troubleshoot PingOne DaVinci identity orche…
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| 35442 |
MCP Serverless
Claim
Provides a serverless implementation of the Model Context Protocol for register…
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| 35443 |
youbank-mcp
Claim
Enables AI agents to query a personal knowledge vault with hybrid search, entit…
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| 35444 |
powerbi-mcp-local
Claim
Local-first MCP server for Power BI Desktop automation. Automate semantic model…
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| 35445 |
SearXNG-MCP
Claim
Provides a bridge between AI assistants and SearXNG, a privacy-respecting metas…
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| 35446 |
brand-intelligence
Claim
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews,…
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| 35447 |
testlocal
Claim
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| 35448 |
BulkPublish MCP Server
Claim
Social media automation for AI agents. Schedule posts, upload media, manage cha…
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| 35449 |
Enables AI assistants to query, search, and analyze LinkedIn profiles from the …
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| 35450 |
search
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