MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38801 |
conformite-ia-mcp
Claim
Provides an AI agent with regulatory compliance tools for the French/European m…
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| 38802 |
@mhdd_24/flyway-mcp
Claim
MCP server that runs Flyway repair + migrate across multiple database projects …
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| 38803 |
DiagramZu
Claim
Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and s…
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| 38804 |
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
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| 38805 |
Amazon Cart MCP Server
Claim
Enables AI assistants to interact with your personal Amazon cart through browse…
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| 38806 |
senders-mcp
Claim
Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
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| 38807 |
re-binary-diff
Claim
Enables read-only binary diff and fingerprinting of files without writing to di…
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| 38808 |
mochi-quest
Claim
Enables AI agents to act as personal growth coaches, allowing users to set goal…
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| 38809 |
canyougrab-api
Claim
Confidence-scored domain availability checking with real-time DNS + WHOIS looku…
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| 38810 |
igvf-portal-mcp
Claim
Enables AI agents to search, filter, download files, and generate reports from …
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| 38811 |
SendLayer MCP Server
Claim
Enables sending emails and managing webhooks through the SendLayer API. Support…
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| 38812 |
milky_file_search
Claim
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| 38813 |
my-mcp-server
Claim
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| 38814 |
postman-mcp
Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
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| 38815 |
Yandex Wordstat MCP
Claim
Enables querying Yandex Wordstat search statistics, including frequency, relate…
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| 38816 |
Struq
Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
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| 38817 |
mcp-search-server
Claim
MCP-compliant server providing web search via Yandex Search API and URL fetchin…
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| 38818 |
SongSage
Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
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| 38819 |
Provides access to real-time satellite tracking data using the N2YO API, enabli…
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| 38820 |
PAL MCP
Claim
A Model Context Protocol server that connects multiple AI models into a single …
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| 38821 |
CloudVision MCP Server
Claim
Enables querying and interacting with Arista CloudVision via MCP, supporting bo…
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| 38822 |
DepGuard
Claim
DepGuard is an MCP server for real-time dependency safety checks, verifying pac…
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| 38823 |
proc-repl-mcp
Claim
Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program contro…
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| 38824 |
Velane
Claim
Integration Infrastructure Agents Actually Control
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| 38825 |
tf2-wiki-mcp
Claim
Gives LLMs live, accurate access to Team Fortress Wiki content, enabling search…
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| 38826 |
Enables AI agents to manage Cloudera Data Visualization resources including gro…
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| 38827 |
braintrust-lite
Claim
An MCP server that enables Claude Code to concurrently consult Codex and Gemini…
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| 38828 |
weather-mcp-demo
Claim
A FastMCP-based weather query tool using Open-Meteo API to get real-time weathe…
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| 38829 |
mcp-server-251215
Claim
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| 38830 |
MCP server that automates YouTube research by finding viral videos, analyzing t…
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| 38831 |
Generates stylized 3D symbol images with automatic background removal using mul…
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| 38832 |
BMAD MCP Server
Claim
A Model Context Protocol (MCP) server that bridges BMAD agents with GitHub Copi…
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| 38833 |
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
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| 38834 |
wordle-mcp
Claim
An MCP server that helps solve Wordle by suggesting words based on feedback and…
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| 38835 |
bharatlas-mcp
Claim
Description: Query India's open geo data in natural language. 8 tools: list lay…
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| 38836 |
featherless
Claim
Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, in…
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| 38837 |
server-commands-rtk
Claim
MCP server for executing shell commands with automatic RTK token reduction, per…
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| 38838 |
ct-mcp
Claim
Nine deterministic MCP tools that make LLM answers prove themselves before you …
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| 38839 |
mcp-gauge
Claim
An MCP server that enables coding agents to autonomously test, evaluate, and tu…
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| 38840 |
@pulspeed/mcp-server
Claim
Enables AI agents to monitor website performance by scanning sites, retrieving …
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| 38841 |
envato-mcp
Claim
MCP server for Envato API that enables searching the marketplace catalog, viewi…
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| 38842 |
OzBridge
Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
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| 38843 |
Canvas MCP Server
Claim
Connects Claude to the Canvas LMS REST API, enabling natural language queries a…
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| 38844 |
aspnetcore-debugger-mcp
Claim
MCP server for interactive .NET / ASP.NET Core debugging via netcoredbg. 27 too…
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| 38845 |
A local MCP server that connects to a Chrome extension to enable AI agents to c…
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| 38846 |
OnePager
Claim
Create and publish one-pagers and boards for your organization. Upload images f…
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| 38847 |
skillhub-mcp
Claim
An MCP server that lets AI agents search, view, install, and validate skills fr…
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| 38848 |
bazel-mcp
Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
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| 38849 |
Agent Knowledge MCP
Claim
Complete knowledge management for AI assistants with Elasticsearch search and d…
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| 38850 |
Text-to-speech MCP server that enables AI assistants to read text aloud on the …
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